diff --git a/SUPPORTED_INSTRUMENT_SOFTWARE.adoc b/SUPPORTED_INSTRUMENT_SOFTWARE.adoc index df6932613..8a730d4d6 100644 --- a/SUPPORTED_INSTRUMENT_SOFTWARE.adoc +++ b/SUPPORTED_INSTRUMENT_SOFTWARE.adoc @@ -31,7 +31,7 @@ The parsers follow maturation levels of: Recommended, Candidate Release, Working |Benchling Thermo Fisher Scientific Chromeleon|Recommended|BENCHLING/2023/09 .2+|Liquid Handler|Beckman Coulter Biomek|Recommended|BENCHLING/2024/11 |Beckman Echo Plate Reformat|Recommended|BENCHLING/2024/11 -.2+|Multi Analyte Profiling|Bio-Rad Bio-Plex Manager|Recommended|BENCHLING/2024/01 +.2+|Multi Analyte Profiling|Bio-Rad Bio-Plex Manager|Recommended|BENCHLING/2024/09 |Luminex xPONENT|Recommended|BENCHLING/2024/09 .14+|Plate Reader|Agilent Gen5|Recommended|REC/2025/03 |Agilent Gen5 Image|Recommended|BENCHLING/2023/09 diff --git a/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_parser.py b/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_parser.py index 6d12610db..b61e2dab2 100644 --- a/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_parser.py +++ b/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_parser.py @@ -1,9 +1,9 @@ from __future__ import annotations -from allotropy.allotrope.models.adm.multi_analyte_profiling.benchling._2024._01.multi_analyte_profiling import ( +from allotropy.allotrope.models.adm.multi_analyte_profiling.benchling._2024._09.multi_analyte_profiling import ( Model, ) -from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._01.multi_analyte_profiling import ( +from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._09.multi_analyte_profiling import ( Data, Mapper, ) diff --git a/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure.py b/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure.py index 42d6483c4..481d7afe9 100644 --- a/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure.py +++ b/src/allotropy/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure.py @@ -5,18 +5,18 @@ import xml.etree.ElementTree as Et from allotropy.allotrope.models.shared.components.plate_reader import SampleRoleType -from allotropy.allotrope.models.shared.definitions.definitions import ( - TStatisticDatumRole, -) -from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._01.multi_analyte_profiling import ( +from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._09.multi_analyte_profiling import ( Analyte, Error, Measurement, MeasurementGroup, Metadata, + StatisticDimension, + StatisticsDocument, ) from allotropy.exceptions import get_key_or_error from allotropy.parsers.biorad_bioplex_manager import constants +from allotropy.parsers.constants import NOT_APPLICABLE from allotropy.parsers.utils.uuids import random_uuid_str from allotropy.parsers.utils.values import ( num_to_chars, @@ -153,15 +153,32 @@ def create_analyte( ) -> Analyte: # Look up analyte name from sample assay_bead_identifier = bead_region_xml.attrib["RegionNumber"] + + # Create statistics dimensions from available statistics in the XML + statistic_dimensions = [] + for statistic_name, statistic_config in constants.STATISTIC_SECTIONS_CONF.items(): + statistic_value = get_val_from_xml(bead_region_xml, statistic_name) + statistic_dimensions.append( + StatisticDimension( + value=try_float(statistic_value, f"{statistic_name} statistic"), + unit=statistic_config.unit, + statistic_datum_role=statistic_config.role, + ) + ) + return Analyte( identifier=random_uuid_str(), name=analyte_region_dict[assay_bead_identifier], - value=try_float(get_val_from_xml(bead_region_xml, "Median"), "fluorescence"), assay_bead_identifier=assay_bead_identifier, assay_bead_count=try_int( get_val_from_xml(bead_region_xml, "RegionCount"), "assay_bead_count" ), - statistic_datum_role=TStatisticDatumRole.median_role, + statistics=[ + StatisticsDocument( + statistical_feature="fluorescence", + statistic_dimensions=statistic_dimensions, + ) + ], ) @@ -213,8 +230,9 @@ def get_well_name(well_attrib: dict[str, str]) -> str: def create_metadata( root_xml: Et.Element, system_metadata: SystemMetadata, file_path: str ) -> Metadata: + path = Path(file_path) return Metadata( - file_name=Path(file_path).name, + file_name=path.name, unc_path=file_path, software_name=constants.SOFTWARE_NAME, software_version=root_xml.attrib["BioPlexManagerVersion"], @@ -222,6 +240,8 @@ def create_metadata( firmware_version=system_metadata.controller_version, product_manufacturer=constants.PRODUCT_MANUFACTURER, device_type=constants.DEVICE_TYPE, + asm_file_identifier=path.with_suffix(".json").name, + data_system_instance_identifier=NOT_APPLICABLE, ) diff --git a/src/allotropy/parsers/biorad_bioplex_manager/constants.py b/src/allotropy/parsers/biorad_bioplex_manager/constants.py index 93e25a4aa..be61c724f 100644 --- a/src/allotropy/parsers/biorad_bioplex_manager/constants.py +++ b/src/allotropy/parsers/biorad_bioplex_manager/constants.py @@ -1,6 +1,11 @@ +from dataclasses import dataclass + from allotropy.allotrope.models.shared.components.plate_reader import SampleRoleType +from allotropy.allotrope.models.shared.definitions.definitions import ( + TStatisticDatumRole, +) -SOFTWARE_NAME = "“Bio-Plex Manager" +SOFTWARE_NAME = "Bio-Plex Manager" PRODUCT_MANUFACTURER = "Bio-Rad" DEVICE_TYPE = "multi analyte profiling analyzer" CONTAINER_TYPE = "well plate" @@ -27,3 +32,48 @@ "PlateDimensions", "Wells", ] + + +@dataclass(frozen=True) +class StatisticSectionConfig: + role: TStatisticDatumRole + unit: str + + +# Statistics mapping for Bio-Rad BioPlex XML elements +STATISTIC_SECTIONS_CONF = { + "Median": StatisticSectionConfig( + role=TStatisticDatumRole.median_role, + unit="RFU", + ), + "Mean": StatisticSectionConfig( + role=TStatisticDatumRole.arithmetic_mean_role, + unit="RFU", + ), + "CV": StatisticSectionConfig( + role=TStatisticDatumRole.coefficient_of_variation_role, + unit="(unitless)", + ), + "StdDev": StatisticSectionConfig( + role=TStatisticDatumRole.standard_deviation_role, + unit="(unitless)", + ), + "TrimmedMean": StatisticSectionConfig( + role=TStatisticDatumRole.trimmed_arithmetic_mean_role, + unit="RFU", + ), + "TrimmedStdDev": StatisticSectionConfig( + role=TStatisticDatumRole.trimmed_standard_deviation_role, + unit="(unitless)", + ), + # "StdErr": StatisticSectionConfig( + # role=TStatisticDatumRole.standard_error_role, + # unit="RFU", + # ), + # "TrimmedCV": StatisticSectionConfig( + # role=TStatisticDatumRole.trimmed_coefficient_of_variation_role, + # unit="(unitless)", + # ), + # Note: StdErr (standard error) and TrimmedCV (trimmed coefficient of variation) + # are not supported yet +} diff --git a/tests/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure_test.py b/tests/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure_test.py index b30839336..f5f8827bf 100644 --- a/tests/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure_test.py +++ b/tests/parsers/biorad_bioplex_manager/biorad_bioplex_manager_structure_test.py @@ -5,9 +5,11 @@ from allotropy.allotrope.models.shared.definitions.definitions import ( TStatisticDatumRole, ) -from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._01.multi_analyte_profiling import ( +from allotropy.allotrope.schema_mappers.adm.multi_analyte_profiling.benchling._2024._09.multi_analyte_profiling import ( Analyte, Error, + StatisticDimension, + StatisticsDocument, ) from allotropy.parsers.biorad_bioplex_manager.biorad_bioplex_manager_structure import ( AnalyteMetadata, @@ -89,13 +91,52 @@ def test_create_analyte_document_data() -> None: bead_xml, analyte_region_dict=analyte_region_dict, ) + + # Expected statistics from the XML + expected_statistics = [ + StatisticsDocument( + statistical_feature="fluorescence", + statistic_dimensions=[ + StatisticDimension( + value=992.5, + unit="RFU", + statistic_datum_role=TStatisticDatumRole.median_role, + ), + StatisticDimension( + value=983.391296386718750, + unit="RFU", + statistic_datum_role=TStatisticDatumRole.arithmetic_mean_role, + ), + StatisticDimension( + value=0.223858922719955440, + unit="(unitless)", + statistic_datum_role=TStatisticDatumRole.coefficient_of_variation_role, + ), + StatisticDimension( + value=220.140914916992190, + unit="(unitless)", + statistic_datum_role=TStatisticDatumRole.standard_deviation_role, + ), + StatisticDimension( + value=974.904785156250000, + unit="RFU", + statistic_datum_role=TStatisticDatumRole.trimmed_arithmetic_mean_role, + ), + StatisticDimension( + value=181.356109619140620, + unit="(unitless)", + statistic_datum_role=TStatisticDatumRole.trimmed_standard_deviation_role, + ), + ], + ) + ] + assert analyte_document_data == Analyte( identifier="dummy_id", name="Pn4", - value=992.5, assay_bead_count=46, assay_bead_identifier="62", - statistic_datum_role=TStatisticDatumRole.median_role, + statistics=expected_statistics, ) diff --git a/tests/parsers/biorad_bioplex_manager/testdata/bio-rad_bio-plex_manager_example_01.json b/tests/parsers/biorad_bioplex_manager/testdata/bio-rad_bio-plex_manager_example_01.json index e49a8e4b9..14af6b413 100644 --- a/tests/parsers/biorad_bioplex_manager/testdata/bio-rad_bio-plex_manager_example_01.json +++ b/tests/parsers/biorad_bioplex_manager/testdata/bio-rad_bio-plex_manager_example_01.json @@ -1,28 +1,16 @@ { - "$asm.manifest": "http://purl.allotrope.org/manifests/multi-analyte-profiling/BENCHLING/2024/01/multi-analyte-profiling.manifest", + "$asm.manifest": "http://purl.allotrope.org/manifests/multi-analyte-profiling/BENCHLING/2024/09/multi-analyte-profiling.manifest", "multi analyte profiling aggregate document": { - "device system document": { - "product manufacturer": "Bio-Rad", - "equipment serial number": "LX12345678912", - "firmware version": "2.6.1" - }, "multi analyte profiling document": [ { "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_0", - "measurement time": "2023-05-09T18:55:02+00:00", - "sample document": { - "sample identifier": "S1", - "sample role type": "standard sample role", - "location identifier": "A1", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -31,14 +19,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_0", + "measurement time": "2023-05-09T18:55:02+00:00", + "sample document": { + "sample identifier": "S1", + "sample role type": "standard sample role", + "location identifier": "A1", + "well plate identifier": "555" + }, "assay bead count": { "value": 717, "unit": "#" @@ -53,10 +48,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 3245.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3245.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3308.7333984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12561339139938354, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 415.6212463378906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3315.0556640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 331.7694396972656, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -67,10 +110,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 7510.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 7510.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 7593.47216796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09383662790060043, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 712.5458374023438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 7539.28125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 403.8496398925781, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -81,10 +172,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 4098.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4098.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3919.395263671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2130146324634552, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 834.8885498046875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3923.769287109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 676.6718139648438, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -95,10 +234,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 1623.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1623.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1632.3653564453125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07092507928609848, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 115.77565002441406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1630.2174072265625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 92.86858367919922, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -109,10 +296,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 1015.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1015.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1000.625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22390508651733398, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 224.04502868652344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1023.9285888671875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 109.21739196777344, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -123,10 +358,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 2194.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2194.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2131.42431640625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26065850257873535, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 555.5738525390625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2146.62060546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 273.93695068359375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -137,10 +420,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 575.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 575.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 583.5454711914062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12472939491271973, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 72.78527069091797, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 582.5250244140625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 60.008113861083984, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -151,10 +482,58 @@ "value": 35, "unit": "#" }, - "fluorescence": { - "value": 1300.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1300.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1294.199951171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2754899859428406, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 356.5391540527344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1284.48388671875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 292.23858642578125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -165,10 +544,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 8066.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 8066.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 8073.33984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.08677797019481659, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 700.5880737304688, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 8085.75, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 536.701416015625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -179,10 +606,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 798.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 798.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 818.8333129882812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2048512101173401, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 167.73899841308594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 814.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 144.62588500976562, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -193,10 +668,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 3882.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1930.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1884.3226318359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15969428420066833, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 300.91552734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1914.4444580078125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"2023-05-09T18:58:07+00:00", - "sample document": { - "sample identifier": "S2", - "sample role type": "standard sample role", - "location identifier": "A2", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -293,14 +1001,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_16", + "measurement time": "2023-05-09T18:58:07+00:00", + "sample document": { + "sample identifier": "S2", + "sample role type": "standard sample role", + "location identifier": "A2", + "well plate identifier": "555" + }, "assay bead count": { "value": 634, "unit": "#" @@ -315,10 +1030,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 992.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 992.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 983.3912963867188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22385892271995544, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 220.1409149169922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 974.90478515625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 269.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 267.125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1347033530473709, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.982635498046875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 267.7727355957031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.595115661621094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -385,10 +1340,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 4704.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4704.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4785.8974609375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07501374930143356, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 359.00811767578125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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@@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 932.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 932.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 943.3947143554688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07992871850728989, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 75.40432739257812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 944.058837890625, + "unit": "RFU", + "has statistic datum role": "trimmed 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1071.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1070.357177734375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22240717709064484, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 238.05511474609375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1078.730712890625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_32", + "measurement time": "2023-05-09T19:01:17+00:00", + "sample document": { + "sample identifier": "S3", + "sample role type": "standard sample role", + "location identifier": "A3", + "well plate identifier": "555" + }, "assay bead count": { "value": 751, "unit": "#" @@ -577,10 +2012,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 319.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 319.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 320.03704833984375, + 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{ - "value": 507.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 507.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 504.4166564941406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11858846247196198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 59.817996978759766, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 503.25, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 467.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 473.2826232910156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2942183017730713, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 139.24839782714844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 469.0714416503906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 120.72553253173828, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -675,10 +2446,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 708.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 708.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 727.0399780273438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18344666063785553, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 133.37306213378906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"#" }, - "fluorescence": { - "value": 1645.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1645.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1588.1304931640625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2359771430492401, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 374.7624816894531, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1637.761962890625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 193.3128204345703, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -745,10 +2756,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 2161.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2161.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2219.239990234375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24645251035690308, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 546.937255859375, + 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"BIORAD_BIOPLEX_TEST_ID_48", - "measurement time": "2023-05-09T19:04:22+00:00", - "sample document": { - "sample identifier": "S4", - "sample role type": "standard sample role", - "location identifier": "A4", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -817,14 +2965,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_48", + "measurement time": "2023-05-09T19:04:22+00:00", + "sample document": { + "sample identifier": "S4", + "sample role type": "standard sample role", + "location identifier": "A4", + "well plate identifier": "555" + }, "assay bead count": { "value": 669, "unit": "#" @@ -839,10 +2994,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 997.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 997.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 998.322021484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1298520416021347, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 129.6341552734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 991.2830200195312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 80.50689697265625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -853,10 +3056,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 225.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 225.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 231.68333435058594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21849243342876434, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical 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role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28567269444465637, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 24.425016403198242, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.69999694824219, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.50384521484375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -881,10 +3180,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 288.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 513.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 537.7442016601562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6216269135475159, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 334.2762756347656, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 496.23077392578125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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+ "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 562.280029296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16477175056934357, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 92.64786529541016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 560.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 79.58757019042969, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -951,10 +3490,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 1315.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1315.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1222.629638671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3220929205417633, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 393.8003234863281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1253.6400146484375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 315.27459716796875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -965,10 +3552,58 @@ "value": 29, "unit": "#" }, - "fluorescence": { - "value": 1188.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1188.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1203.2413330078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07538717985153198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 90.70897674560547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1198.77783203125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 71.55489349365234, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -979,10 +3614,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 513.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 513.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 508.93548583984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23641851544380188, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 120.32176971435547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 525.629638671875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 64.11177062988281, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -993,10 +3676,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 344.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 344.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 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"#" }, - "fluorescence": { - "value": 263.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 263.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 263.8285827636719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2481774538755417, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 65.47630310058594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 265.0322570800781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 35.72532653808594, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1035,10 +3862,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 364.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 364.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 460.760009765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.1988273859024048, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 552.3717041015625, + "unit": 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"value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_64", + "measurement time": "2023-05-09T19:07:25+00:00", + "sample document": { + "sample identifier": "S5", + "sample role type": "standard sample role", + "location identifier": "A5", + "well plate identifier": "555" + }, "assay bead count": { "value": 683, "unit": "#" @@ -1101,10 +3976,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 284.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 284.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical 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"value": 27, "unit": "#" }, - "fluorescence": { - "value": 705.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 705.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 703.3333129882812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09612597525119781, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 67.60860443115234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 701.1199951171875, + "unit": "RFU", + "has statistic datum role": "trimmed 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datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 582.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 556.1799926757812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26870375871658325, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 149.44764709472656, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 580.2045288085938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 64.46076202392578, + "unit": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 292.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 307.3235168457031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26070085167884827, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 80.11949920654297, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 309.6333312988281, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 62.40053176879883, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1255,10 +4658,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 782.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 782.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 801.0800170898438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2567991018295288, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 205.71661376953125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 802.6087036132812, + "unit": "RFU", 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"RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30486229062080383, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 64.44026947021484, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 203.52777099609375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 27.630714416503906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1297,10 +4844,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 744.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 744.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 720.1190185546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1920226663351059, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 138.2791748046875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 735.6842041015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 62.20241928100586, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -1321,18 +4916,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_80", - "measurement time": "2023-05-09T19:10:33+00:00", - "sample document": { - "sample identifier": "S6", - "sample role type": "standard sample role", - "location identifier": "A6", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -1341,14 +4929,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_80", + "measurement time": "2023-05-09T19:10:33+00:00", + "sample document": { + "sample identifier": "S6", + "sample role type": "standard sample role", + "location identifier": "A6", + "well plate identifier": "555" + }, "assay bead count": { "value": 847, "unit": "#" @@ -1363,10 +4958,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 113.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 113.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 143.63999938964844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.1045156717300415, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 158.6526336669922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 58.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 59.6274528503418, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15980593860149384, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.528820991516113, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 59.599998474121094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.67641019821167, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1419,10 +5206,58 @@ "value": 63, 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datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 397.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 395.7317199707031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2883005440235138, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 114.08966064453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 394.3243103027344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 95.65768432617188, + "unit": 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[ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 244.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 250.2105255126953, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16290725767612457, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.7611083984375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 249.41175842285156, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 33.66602325439453, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1545,10 +5764,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 64.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 64.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 62.8983039855957, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26213619112968445, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.4879207611084, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 62.49056625366211, + "unit": "RFU", + "has statistic 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setting": { "value": 50.0, "unit": "μL" @@ -1603,14 +5911,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_96", + "measurement time": "2023-05-09T19:13:45+00:00", + "sample document": { + "sample identifier": "S7", + "sample role type": "standard sample role", + "location identifier": "A7", + "well plate identifier": "555" + }, "assay bead count": { "value": 831, "unit": "#" @@ -1625,10 +5940,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 202.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 202.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 252.0731658935547, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.263806700706482, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 318.57177734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 205.48648071289062, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 46.03719711303711, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1639,10 +6002,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 208.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 208.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 206.0196075439453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13341973721981049, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.48708152770996, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 205.95555114746094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.971010208129883, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1653,10 +6064,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 47.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 47.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 48.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2778136432170868, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.404508590698242, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 47.977272033691406, + "unit": "RFU", 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}, + { + "statistical value": { + "value": 35.49209976196289, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 240.90908813476562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 29.334667205810547, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1681,10 +6188,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 256.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 256.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 252.70909118652344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19300496578216553, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 48.77410888671875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 253.97959899902344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.0584602355957, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1695,10 +6250,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 80.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 80.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 102.79104614257812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.6416475772857666, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 168.74667358398438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 82.77049255371094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.385040283203125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1709,10 +6312,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 202.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 202.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 195.94871520996094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20038025081157684, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 39.264251708984375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 196.74285888671875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { 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{ + "statistical value": { + "value": 2.007915496826172, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 270.4219970703125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 99.62264251708984, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.815174102783203, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1751,10 +6498,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 64.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 64.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 205.0399932861328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.8835248947143555, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 591.2379150390625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 91.39130401611328, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 113.5160140991211, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1765,10 +6560,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 42.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 42.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 45.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.40399813652038574, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.280914306640625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 43.599998474121094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.5958890914917, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1779,10 +6622,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 49.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 49.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.765196681022644, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.27711868286133, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 49.525001525878906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.788839817047119, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1793,10 +6684,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 77.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 77.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 78.54545593261719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1794096976518631, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.091815948486328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 77.9000015258789, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.923510551452637, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1807,10 +6746,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.09434127807617, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.38723501563072205, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.9769926071167, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.319149017333984, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.84496784210205, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1821,10 +6808,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 87.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 87.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 88.26470947265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.33392134308815, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.473468780517578, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 85.23332977294922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.687149047851562, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -1845,18 +6880,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_112", - "measurement time": "2023-05-09T19:16:57+00:00", - "sample document": { - "sample identifier": "S8", - "sample role type": "standard sample role", - "location identifier": "A8", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -1865,14 +6893,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_112", + "measurement time": "2023-05-09T19:16:57+00:00", + "sample document": { + "sample identifier": "S8", + "sample role type": "standard sample role", + "location identifier": "A8", + "well plate identifier": "555" + }, "assay bead count": { "value": 965, "unit": "#" @@ -1887,10 +6922,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 34.30908966064453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3600837290287018, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.354146003723145, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.20408248901367, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.573164939880371, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1901,10 +6984,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 176.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 176.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 176.74510192871094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2099086195230484, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 37.100318908691406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 177.95555114746094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 22.48530387878418, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1915,10 +7046,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 25.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 25.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 25.510204315185547, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.33128470182418823, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.451140403747559, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 25.200000762939453, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.962888717651367, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1929,10 +7108,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 67.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 67.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 76.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6571755409240723, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 50.10963439941406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 67.67391204833984, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.039433479309082, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1943,10 +7170,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 121.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 121.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 137.5689697265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.042439341545105, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 143.4073028564453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 119.90384674072266, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.51030921936035, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1957,10 +7232,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 67.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 67.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 68.20930480957031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.29362601041793823, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 20.028026580810547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 67.07691955566406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.335518836975098, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1971,10 +7294,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 48.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 48.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 47.66128921508789, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2942780554294586, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.02567195892334, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 47.66071319580078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.449933052062988, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1985,10 +7356,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 169.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 169.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 170.60293579101562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2034747153520584, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 34.71338653564453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 172.2096710205078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.476913452148438, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -1999,10 +7418,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 43.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 43.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 43.25925827026367, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2414548546075821, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.445158004760742, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 42.45833206176758, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.924914360046387, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2013,10 +7480,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 24.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 24.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 25.678571701049805, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5081943869590759, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.049705505371094, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 24.700000762939453, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.54340648651123, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2027,10 +7542,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 29.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 29.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 31.810344696044922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 44.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 400.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.5950124263763428, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1038.0048828125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 245.2608642578125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 663.4135131835938, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2069,10 +7728,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 70.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 73.7796630859375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24446339905261993, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.036426544189453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"coefficient of variation role" + } + }, + { + "statistical value": { + "value": 24.647315979003906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 118.09091186523438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.226224899291992, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -2107,18 +7862,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_128", - "measurement time": "2023-05-09T19:20:06+00:00", - "sample document": { - "sample identifier": "S9", - "sample role type": "standard sample role", - "location identifier": "A9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -2127,14 +7875,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_128", + "measurement time": "2023-05-09T19:20:06+00:00", + "sample document": { + "sample identifier": "S9", + "sample role type": "standard sample role", + "location identifier": "A9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1043, "unit": "#" @@ -2149,10 +7904,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 19.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 79.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 87.4375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.9435355067253113, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 82.50038146972656, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 77.51724243164062, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.052834510803223, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2177,10 +8028,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 32.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 32.82352828979492, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.27203482389450073, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.929142951965332, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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+ "statistical value": { + "value": 155.1666717529297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2048831433057785, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 31.791032791137695, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 157.8125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.119619369506836, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2219,10 +8214,58 @@ "value": 76, "unit": "#" }, - "fluorescence": { - "value": 33.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": 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+8276,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 66.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 66.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 66.89830780029297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22038573026657104, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.74343204498291, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 65.5660400390625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.024559020996094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2247,10 +8338,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 149.24000549316406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.285860776901245, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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[ + { + "statistical value": { + "value": 17.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 18.285715103149414, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3381776511669159, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.1838202476501465, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 17.929824829101562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.8692169189453125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2289,10 +8524,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 14.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 14.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.169231414794922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.8641541004180908, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.97270679473877, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 14.677966117858887, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.724737167358398, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2303,10 +8586,58 @@ "value": 75, "unit": "#" }, - "fluorescence": { - "value": 159.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 159.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 160.02667236328125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18701493740081787, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.927377700805664, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 160.04476928710938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.843399047851562, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2317,10 +8648,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 146.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 146.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 151.22640991210938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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+ "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 71.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 68.89830780029297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26048460602760315, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.94694709777832, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 68.88679504394531, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.317989349365234, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -2369,18 +8844,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_144", - "measurement time": "2023-05-09T19:23:28+00:00", - "sample document": { - "sample identifier": "S10", - "sample role type": "standard sample role", - "location identifier": "A10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -2389,14 +8857,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_144", + "measurement time": "2023-05-09T19:23:28+00:00", + "sample document": { + "sample identifier": "S10", + "sample role type": "standard sample role", + "location identifier": "A10", + "well plate identifier": "555" + }, "assay bead count": { "value": 946, "unit": "#" @@ -2411,10 +8886,58 @@ "value": 76, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.6315803527832, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5050420165061951, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.98535919189453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 31.867647171020508, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.0242743492126465, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2425,10 +8948,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 53.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 53.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 52.977272033691406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical 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+ "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 27.758621215820312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.36184456944465637, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.044305801391602, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 27.134614944458008, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.639244079589844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2453,10 +9072,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 46.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 46.915252685546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22721323370933533, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.65976619720459, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 46.52830123901367, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.588014602661133, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2467,10 +9134,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 63.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 63.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 63.34375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21281345188617706, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.480401992797852, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 62.94827651977539, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.16787338256836, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2481,10 +9196,58 @@ "value": 69, "unit": "#" }, - "fluorescence": { - "value": 149.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 149.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 148.3913116455078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.266357958316803, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 39.525203704833984, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 147.8095245361328, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.258695602416992, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2495,10 +9258,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 19.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 19.040000915527344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3868173658847809, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.365002632141113, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 19.045454025268555, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.057685852050781, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2509,10 +9320,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 44.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 44.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 45.727272033691406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2863069474697113, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.092035293579102, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.41666793823242, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.51945686340332, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2523,10 +9382,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 57.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 57.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 56.939998626708984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.27701351046562195, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.773149490356445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 57.3636360168457, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.885286331176758, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2537,10 +9444,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 125.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 125.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 126.38461303710938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17609913647174835, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.256221771240234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 124.65217590332031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.164604187011719, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2551,10 +9506,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 27.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 27.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 185.8800048828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.0750343799591064, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 385.7073974609375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 138.56521606445312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 290.8499755859375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2565,10 +9568,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 17.123077392578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.38009679317474365, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.508426666259766, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.762712478637695, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.021811008453369, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2579,10 +9630,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 150.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 150.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 147.86666870117188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17330105602741241, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.62544822692871, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 149.21951293945312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.458696365356445, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2593,10 +9692,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 37.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.1698112487793, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17203818261623383, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.222588539123535, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 36.10638427734375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.686864376068115, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2607,10 +9754,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 9.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 9.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 10.707317352294922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6132243871688843, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.565987586975098, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 10.297297477722168, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.081911563873291, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -2631,18 +9826,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_160", - "measurement time": "2023-05-09T19:26:47+00:00", - "sample document": { - "sample identifier": "S11", - "sample role type": "standard sample role", - "location identifier": "A11", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -2651,14 +9839,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_160", + "measurement time": "2023-05-09T19:26:47+00:00", + "sample document": { + "sample identifier": "S11", + "sample role type": "standard sample role", + "location identifier": "A11", + "well plate identifier": "555" + }, "assay bead count": { "value": 1134, "unit": "#" @@ -2673,10 +9868,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 151.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 151.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 152.10000610351562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18500645458698273, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.139482498168945, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 153.0806427001953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.179763793945312, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2687,10 +9930,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 63.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 63.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 64.984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20982371270656586, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.635262489318848, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 63.81034469604492, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.903885841369629, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2701,10 +9992,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 9.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 9.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 10.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5517826080322266, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.793717861175537, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 10.04838752746582, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.24429178237915, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2715,10 +10054,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 19.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 19.200000762939453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3543485403060913, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.803491592407227, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 19.152542114257812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.674545764923096, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2729,10 +10116,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 112.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 112.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 111.98213958740234, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13993194699287415, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.669879913330078, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 112.05999755859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.699687004089355, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2743,10 +10178,58 @@ "value": 79, "unit": "#" }, - "fluorescence": { - "value": 44.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 44.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 47.26582336425781, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.33277836441993713, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.729043006896973, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.46479034423828, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.49341106414795, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2757,10 +10240,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 37.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.09803771972656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22111843526363373, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.203060150146484, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 36.488887786865234, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.525240421295166, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2771,10 +10302,58 @@ "value": 81, "unit": "#" }, - "fluorescence": { - "value": 15.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 15.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 15.308642387390137, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.45639896392822266, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.9868483543396, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 14.835616111755371, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.821864604949951, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2785,10 +10364,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.140350341796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30357617139816284, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.667773246765137, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.70588302612305, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.10888385772705, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2799,10 +10426,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 49.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 49.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 51.93939208984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24546906352043152, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.74951457977295, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 51.099998474121094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.73857593536377, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2813,10 +10488,58 @@ "value": 73, "unit": "#" }, - "fluorescence": { - "value": 137.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 137.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 136.0821990966797, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16794155538082123, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.85385513305664, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 137.46153259277344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.082868576049805, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2827,10 +10550,58 @@ "value": 83, "unit": "#" }, - "fluorescence": { - "value": 29.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 29.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 31.33734893798828, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3181835114955902, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.971027374267578, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 30.69333267211914, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.700427055358887, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2841,10 +10612,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 41.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 41.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 46.459014892578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5584115982055664, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.943254470825195, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 41.69091033935547, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.9252824783325195, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2855,10 +10674,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 21.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 21.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 132.1199951171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.909993886947632, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 384.4683837890625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 75.26087188720703, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 254.60650634765625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2869,10 +10736,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.260000228881836, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.34984928369522095, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.688549041748047, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 15.909090995788574, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.491947174072266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -2893,30 +10808,54 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_176", - "measurement time": "2023-05-09T19:29:53+00:00", - "sample document": { - "sample identifier": "B", - "sample role type": "blank role", - "location identifier": "A12", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_176", + "measurement time": "2023-05-09T19:29:53+00:00", + "sample document": { + "sample identifier": "B", + "sample role type": "blank role", + "location identifier": "A12", + "well plate identifier": "555" + }, + "error aggregate document": { + "error document": [ + { + "error": "Low bead number", + "error feature": "bravo" + }, + { + "error": "Aggregated beads", + "error feature": "charlie" + }, + { + "error": "Classify efficiency", + "error feature": "delta" + }, + { + "error": "Region selection", + "error feature": "echo" + }, + { + "error": "Platform temperature", + "error feature": "foxtrot" + } + ] + }, "assay bead count": { "value": 902, "unit": "#" @@ -2931,10 +10870,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 62.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 62.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 61.20408248901367, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15763534605503082, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.647926330566406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 60.911109924316406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.83297872543335, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2945,10 +10932,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 36.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 139.53192138671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.065786838531494, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 706.8389282226562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 36.58139419555664, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.510915756225586, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2959,10 +10994,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 138.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 138.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 140.71697998046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3028559684753418, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.61697769165039, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 136.2553253173828, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.050811767578125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -2973,10 +11056,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 144.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 144.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 144.47999572753906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14040666818618774, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + 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"has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.813222050666809, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 84.85879516601562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 31.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.809474945068359, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3001,10 +11180,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 34.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 7.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6.633333206176758, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5495177507400513, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 3.645134449005127, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 6.629629611968994, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.1937220096588135, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3029,10 +11304,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 14.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 14.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 14.394737243652344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2832440733909607, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 4.077223777770996, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 14.235294342041016, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.095048189163208, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3043,10 +11366,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 50.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 50.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 134.1041717529297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.911503314971924, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 390.4447021484375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 55.022727966308594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 36.089351654052734, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3057,10 +11428,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.080644607543945, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.32407090067863464, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.211268901824951, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.053571701049805, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.278570652008057, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3071,10 +11490,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 25.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 25.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 210.8627471923828, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.553592205047607, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 960.1829223632812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 24.866666793823242, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.2689714431762695, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3085,10 +11552,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 35.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 35.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.09803771972656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20606179535388947, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.438426971435547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.86666488647461, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.762732982635498, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3099,10 +11614,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 103.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 103.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 104.2448959350586, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12905089557170868, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.452897071838379, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 104.33333587646484, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.552252769470215, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3113,10 +11676,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 13.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 13.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 70.50943756103516, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.902641773223877, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 416.1919250488281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 13.404254913330078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.322134971618652, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3127,37 +11738,61 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 20.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 20.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 313.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.674561977386475, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1463.137939453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 20.826086044311523, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.00493860244751, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] - }, - "error aggregate document": { - "error document": [ - { - "error": "Low bead number", - "error feature": "bravo" - }, - { - "error": "Aggregated beads", - "error feature": "charlie" - }, - { - "error": "Classify efficiency", - "error feature": "delta" - }, - { - "error": "Region selection", - "error feature": "echo" - }, - { - "error": "Platform temperature", - "error feature": "foxtrot" - } - ] } } ], @@ -3175,18 +11810,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_192", - "measurement time": "2023-05-09T18:55:22+00:00", - "sample document": { - "sample identifier": "S1", - "sample role type": "standard sample role", - "location identifier": "B1", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -3195,14 +11823,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_192", + "measurement time": "2023-05-09T18:55:22+00:00", + "sample document": { + "sample identifier": "S1", + "sample role type": "standard sample role", + "location identifier": "B1", + "well plate identifier": "555" + }, "assay bead count": { "value": 581, "unit": "#" @@ -3217,10 +11852,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 929.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 929.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 896.2058715820312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20016154646873474, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 179.38595581054688, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 897.9000244140625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 160.66485595703125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3231,10 +11914,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 3430.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3430.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3380.36962890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15162009000778198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 512.5319213867188, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3405.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 358.78594970703125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3245,10 +11976,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 3891.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3891.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3799.952392578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11863921582698822, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 450.8233642578125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3807.421142578125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 377.2231140136719, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3259,10 +12038,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 609.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 609.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 601.6221923828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09649799764156342, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 58.055335998535156, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 602.5609741210938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 46.216365814208984, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3273,10 +12100,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 1370.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1370.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1376.225830078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean 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} }, { @@ -3371,10 +12534,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 4740.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4740.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4809.35986328125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17793366312980652, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 855.7470092773438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4900.826171875, + "unit": "RFU", + "has statistic 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[ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_208", - "measurement time": "2023-05-09T18:58:30+00:00", - "sample document": { - "sample identifier": "S2", - "sample role type": "standard sample role", - "location identifier": "B2", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -3457,14 +12805,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_208", + "measurement time": "2023-05-09T18:58:30+00:00", + "sample document": { + "sample identifier": "S2", + "sample role type": "standard sample role", + "location identifier": "B2", + "well plate identifier": "555" + }, "assay bead count": { "value": 774, "unit": "#" @@ -3479,10 +12834,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 2371.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2371.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2296.530517578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19625742733478546, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 450.7112121582031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2310.31103515625, + 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"unit": "#" }, - "fluorescence": { - "value": 553.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 553.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 540.568603515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1746259331703186, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 94.39730072021484, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 547.6444702148438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 42.28053283691406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3549,10 +13144,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 2952.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2952.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2974.465087890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22884680330753326, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 680.6968383789062, 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setting": { "value": 50.0, "unit": "μL" @@ -3719,14 +13787,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_224", + "measurement time": "2023-05-09T19:01:41+00:00", + "sample document": { + "sample identifier": "S3", + "sample role type": "standard sample role", + "location identifier": "B3", + "well plate identifier": "555" + }, "assay bead count": { "value": 948, "unit": "#" @@ -3741,10 +13816,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 1043.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1043.5, + "unit": "RFU", + 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"statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 253.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 257.17742919921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18322055041790009, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 47.12018966674805, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 256.78570556640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 35.393226623535156, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation 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}, - "fluorescence": { - "value": 547.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 547.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 544.6738891601562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12577012181282043, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 68.50370788574219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 544.09521484375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 55.6876335144043, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -3839,10 +14250,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 646.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 646.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 616.7413940429688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22128941118717194, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 136.47833251953125, + "unit": 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@@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_240", - "measurement time": "2023-05-09T19:04:43+00:00", - "sample document": { - "sample identifier": "S4", - "sample role type": "standard sample role", - "location identifier": "B4", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -3981,14 +14769,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_240", + "measurement time": "2023-05-09T19:04:43+00:00", + "sample document": { + "sample identifier": "S4", + "sample role type": "standard sample role", + "location identifier": "B4", + "well plate identifier": "555" + }, "assay bead count": { "value": 525, "unit": "#" @@ -4003,10 +14798,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 586.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 586.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 590.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1800745576620102, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 106.33403015136719, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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+ "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 139.11550903320312, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 489.3043518066406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 115.50932312011719, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4031,10 +14922,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 370.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 370.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 374.7878723144531, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14469590783119202, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 54.23027038574219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 372.5862121582031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 42.369564056396484, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4045,10 +14984,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 231.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + 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}, { @@ -4059,10 +15046,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 1064.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1064.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1064.5833740234375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11282597482204437, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 120.11265563964844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1062.03125, + "unit": "RFU", + "has statistic 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"statistic dimension document": [ + { + "statistical value": { + "value": 344.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 343.2758483886719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15645185112953186, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 53.70614242553711, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 343.5185241699219, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 47.67951583862305, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4115,10 +15294,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 300.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 300.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 305.03704833984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16995501518249512, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 51.84257507324219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 305.0400085449219, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 43.20058059692383, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4129,10 +15356,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 425.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 425.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 595.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.0816348791122437, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 643.57275390625, + "unit": "(unitless)", + "has statistic datum role": 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 152.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 152.6666717529297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1408853381872177, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.508495330810547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 151.8800048828125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.491710662841797, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4185,10 +15604,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 1519.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1519.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1505.5555419921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22261331975460052, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 335.1567077636719, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.513832092285156, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 215.88888549804688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 30.876096725463867, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -4223,18 +15738,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_256", - "measurement time": "2023-05-09T19:07:49+00:00", - "sample document": { - "sample identifier": "S5", - "sample role type": "standard sample role", - "location identifier": "B5", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -4243,14 +15751,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_256", + "measurement time": "2023-05-09T19:07:49+00:00", + "sample document": { + "sample identifier": "S5", + "sample role type": "standard sample role", + "location identifier": "B5", + "well plate identifier": "555" + }, "assay bead count": { "value": 917, "unit": "#" @@ -4265,10 +15780,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 208.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 208.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 219.06556701660156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21432392299175262, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 46.950992584228516, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 214.05455017089844, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.983198165893555, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4279,10 +15842,58 @@ "value": 72, "unit": "#" }, - "fluorescence": { - "value": 60.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 60.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 60.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2162950187921524, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.085848808288574, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 60.28125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.528071403503418, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4293,10 +15904,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 137.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 137.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 144.67308044433594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4430638253688812, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 64.09941101074219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 137.5, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.337642669677734, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4307,10 +15966,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 822.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 822.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 826.90771484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10935068130493164, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 90.42292022705078, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 829.677978515625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 64.41767120361328, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4321,10 +16028,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 651.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 651.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 634.5735473632812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18729925155639648, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 118.85514831542969, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 646.9515991210938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 72.81583404541016, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4335,10 +16090,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 86.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 86.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 89.47058868408203, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16481757164001465, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.746325492858887, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 88.88888549804688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.809514999389648, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4349,10 +16152,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 200.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 200.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 191.1702117919922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22277623414993286, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.58818054199219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 191.9534912109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 36.75138854980469, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4363,10 +16214,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 319.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 319.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 325.2982482910156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3019551932811737, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 98.22550201416016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 328.2745056152344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 66.50596618652344, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4377,10 +16276,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 739.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 739.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 743.2307739257812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12337619811296463, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 91.69699096679688, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 741.8043212890625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 69.52621459960938, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4391,10 +16338,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 120.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 120.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 127.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2411249428987503, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.622867584228516, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 126.0888900756836, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.350492477416992, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4405,10 +16400,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 174.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 174.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 173.53225708007812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15133099257946014, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.26080894470215, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 173.89285278320312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.7879695892334, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4419,10 +16462,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 878.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 878.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 874.9387817382812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20279236137866974, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 177.430908203125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 874.3778076171875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 147.09107971191406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4433,10 +16524,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 363.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 363.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 344.6734619140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3157670795917511, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 108.83653259277344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 350.24444580078125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 87.24473571777344, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4447,10 +16586,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 307.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 307.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 302.7391357421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21210896968841553, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 64.21368408203125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 305.3333435058594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 46.485595703125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4461,10 +16648,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 215.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 215.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 281.44000244140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.0151852369308472, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 285.7137451171875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 227.7391357421875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 59.86288833618164, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -4485,18 +16720,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_272", - "measurement time": "2023-05-09T19:10:57+00:00", - "sample document": { - "sample identifier": "S6", - "sample role type": "standard sample role", - "location identifier": "B6", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -4505,14 +16733,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_272", + "measurement time": "2023-05-09T19:10:57+00:00", + "sample document": { + "sample identifier": "S6", + "sample role type": "standard sample role", + "location identifier": "B6", + "well plate identifier": "555" + }, "assay bead count": { "value": 844, "unit": "#" @@ -4527,10 +16762,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 100.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 100.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 105.82353210449219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28367161750793457, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.01913070678711, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 104.71111297607422, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.859699249267578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4541,10 +16824,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 440.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 440.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 453.97674560546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 65.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 67.07546997070312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2682245671749115, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.991289138793945, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 66.61701965332031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.321983337402344, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4583,10 +17010,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 268.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 268.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 267.90740966796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22856725752353668, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 61.234859466552734, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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"statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 47.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2549683749675751, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.047255516052246, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 46.65999984741211, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.38027286529541, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4695,10 +17506,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 456.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 456.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 462.877197265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2829335033893585, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 130.96347045898438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 452.1960754394531, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 57.84116744995117, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4709,10 +17568,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 177.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 177.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 175.5892791748047, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2466467320919037, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 43.30852508544922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 178.05999755859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.768402099609375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4723,10 +17630,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 134.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 134.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 188.24000549316406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.088945984840393, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 204.98318481445312, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 151.9130401611328, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 70.99098205566406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -4747,18 +17702,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_288", - "measurement time": "2023-05-09T19:14:09+00:00", - "sample document": { - "sample identifier": "S7", - "sample role type": "standard sample role", - "location identifier": "B7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -4767,14 +17715,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_288", + "measurement time": "2023-05-09T19:14:09+00:00", + "sample document": { + "sample identifier": "S7", + "sample role type": "standard sample role", + "location identifier": "B7", + "well plate identifier": "555" + }, "assay bead count": { "value": 987, "unit": "#" @@ -4789,10 +17744,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 279.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 279.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 275.5178527832031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25384724140167236, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 69.939453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 277.05999755859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 56.69301986694336, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4803,10 +17806,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 52.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 52.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 54.425926208496094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2004990577697754, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.912346839904785, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 54.04166793823242, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.497705459594727, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4817,10 +17868,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 54.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 54.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.38181686401367, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1946134865283966, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.778048515319824, + "unit": 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 113.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 119.55357360839844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2716107964515686, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.472042083740234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 118.26000213623047, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.955602645874023, + "unit": "(unitless)", + "has 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"statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 84.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 91.59016418457031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4043292999267578, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 37.032588958740234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.56363677978516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.9795560836792, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4929,10 +18364,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 210.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 210.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 209.4262237548828, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21155864000320435, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 44.30592727661133, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 208.61817932128906, + "unit": "RFU", + "has statistic 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{ + "statistic dimension document": [ + { + "statistical value": { + "value": 97.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 100.51923370361328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2096662074327469, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.075485229492188, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 100.28260803222656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.152029037475586, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -4985,10 +18612,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 82.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 82.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 251.27999877929688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.3221275806427, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 834.7842407226562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 85.65217590332031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.764060974121094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -5009,18 +18684,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_304", - "measurement time": "2023-05-09T19:17:20+00:00", - "sample document": { - "sample identifier": "S8", - "sample role type": "standard sample role", - "location identifier": "B8", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -5029,14 +18697,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_304", + "measurement time": "2023-05-09T19:17:20+00:00", + "sample document": { + "sample identifier": "S8", + "sample role type": "standard sample role", + "location identifier": "B8", + "well plate identifier": "555" + }, "assay bead count": { "value": 765, "unit": "#" @@ -5051,10 +18726,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 218.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 218.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 218.9375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23710370063781738, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 51.910892486572266, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 221.65908813476562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 30.491281509399414, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5065,10 +18788,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 195.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 195.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 196.07142639160156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15735699236392975, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.85321044921875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 196.61538696289062, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.38344383239746, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5079,10 +18850,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 35.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 35.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.28333282470703, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21685881912708282, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.651501655578613, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.185184478759766, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.121641159057617, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5093,10 +18912,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.69047546386719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28307121992111206, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.53680419921875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.1315803527832, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.897594928741455, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5107,10 +18974,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 27.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 27.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 28.404762268066406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3473910689353943, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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[ + { + "statistical value": { + "value": 45.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 45.82926940917969, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19716154038906097, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.03576946258545, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.75675582885742, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.925818920135498, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5149,10 +19160,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 34.3684196472168, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.42291706800460815, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.534992218017578, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.17647171020508, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.294072151184082, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5163,10 +19222,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 70.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 74.61701965332031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1982995718717575, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.796523094177246, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 153.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 158.109375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18277792632579803, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.898902893066406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 158.29310607910156, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.264314651489258, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5219,10 +19470,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 53.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 53.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 235.36000061035156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.279815435409546, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 771.9373779296875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"coefficient of variation role" + } + }, + { + "statistical value": { + "value": 41.517452239990234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 182.64443969726562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.03551483154297, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5247,10 +19594,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 159.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 159.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical 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"sample role type": "standard sample role", - "location identifier": "B9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -5291,14 +19679,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_320", + "measurement time": "2023-05-09T19:20:31+00:00", + "sample document": { + "sample identifier": "S9", + "sample role type": "standard sample role", + "location identifier": "B9", + "well plate identifier": "555" + }, "assay bead count": { "value": 976, "unit": "#" @@ -5313,10 +19708,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 163.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 163.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 163.34210205078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16938795149326324, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.668184280395508, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 163.55882263183594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 22.431297302246094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5327,10 +19770,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 41.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 41.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 41.417911529541016, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19039665162563324, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.885831832885742, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 41.49180221557617, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.412547588348389, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5341,10 +19832,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 60.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 60.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 59.35714340209961, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3768433630466461, + "unit": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 62.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 71.13333129882812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5713622570037842, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.64290237426758, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 64.07317352294922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.567755699157715, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5383,10 +20018,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 38.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 39.735294342041016, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3390030264854431, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.47038459777832, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 39.6129035949707, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.837631225585938, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5397,10 +20080,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 94.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 94.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 89.69811248779297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30830273032188416, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.654172897338867, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 90.14893341064453, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.834732055664062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5411,10 +20142,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 18.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 18.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 19.64285659790039, + "unit": 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172.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 172.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 167.9803924560547, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2566279470920563, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 43.108463287353516, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 172.13333129882812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 98.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 98.98360443115234, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24002106487751007, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 23.758150100708008, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 98.3272705078125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.732521057128906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5509,10 +20576,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 69.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 69.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 75.04000091552734, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4042578935623169, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.335512161254883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.15908813476562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.593862533569336, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -5533,18 +20648,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_336", - "measurement time": "2023-05-09T19:23:52+00:00", - "sample document": { - "sample identifier": "S10", - "sample role type": "standard sample role", - "location identifier": "B10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -5553,14 +20661,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_336", + "measurement time": "2023-05-09T19:23:52+00:00", + "sample document": { + "sample identifier": "S10", + "sample role type": "standard sample role", + "location identifier": "B10", + "well plate identifier": "555" + }, "assay bead count": { "value": 978, "unit": "#" @@ -5575,10 +20690,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 154.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 154.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 152.90196228027344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19021014869213104, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.08350372314453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 154.4888916015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.9870662689209, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5589,10 +20752,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 17.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 79.95999908447266, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.9686121940612793, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 237.37022399902344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.260868072509766, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.454325675964355, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5617,10 +20876,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 28.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 28.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 28.764705657958984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.29413920640945435, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.460827827453613, + "unit": "(unitless)", + "has statistic datum role": "standard 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+ "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 69.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 71.05970001220703, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22742860019207, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.161008834838867, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.6229476928711, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.052477836608887, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5673,10 +21124,58 @@ "value": 73, "unit": "#" }, - "fluorescence": { - "value": 56.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 56.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.49314880371094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2301870584487915, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.773804664611816, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 55.81538391113281, + 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dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.803279876708984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18522074818611145, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.001951217651367, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 37.745452880859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.680434703826904, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5729,10 +21372,58 @@ "value": 51, "unit": 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"BIORAD_BIOPLEX_TEST_ID_352", - "measurement time": "2023-05-09T19:27:12+00:00", - "sample document": { - "sample identifier": "S11", - "sample role type": "standard sample role", - "location identifier": "B11", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -5815,14 +21643,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_352", + "measurement time": "2023-05-09T19:27:12+00:00", + "sample document": { + "sample identifier": "S11", + "sample role type": "standard sample role", + "location identifier": "B11", + "well plate identifier": "555" + }, "assay bead count": { "value": 1008, "unit": "#" @@ -5837,10 +21672,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 64.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 64.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 67.2203369140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.38713347911834717, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.023244857788086, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 64.24528503417969, + "unit": "RFU", + "has 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"value": 10.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 10.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 11.403509140014648, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5844780206680298, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.66510009765625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 10.941176414489746, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 43.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 44.7843132019043, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.37180212140083313, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.650901794433594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 43.68888854980469, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.96772575378418, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -5963,10 +22230,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 116.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 116.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 118.22950744628906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14223231375217438, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.816057205200195, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 49.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 60.04838562011719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.7585546374320984, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 45.549983978271484, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 51.92856979370117, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.188865661621094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6019,10 +22478,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 39.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 39.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 41.41509246826172, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.31565597653388977, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.072922706604004, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 41.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { 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"2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_368", + "measurement time": "2023-05-09T19:30:16+00:00", + "sample document": { + "sample identifier": "B", + "sample role type": "blank role", + "location identifier": "B12", + "well plate identifier": "555" + }, "assay bead count": { "value": 624, "unit": "#" @@ -6095,10 +22650,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 139.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 139.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 138.33999633789062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18607015907764435, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.74094581604004, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 137.75, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.224855422973633, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6109,10 +22712,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 28.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 28.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 31.564102172851562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.38224318623542786, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.065162658691406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 30.742856979370117, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.901388168334961, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6123,10 +22774,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 34.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.81081008911133, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20595623552799225, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.963547229766846, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.51515197753906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.867758750915527, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6137,10 +22836,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 17.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 17.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 17.179487228393555, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.33964255452156067, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.834885120391846, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.85714340209961, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.765950679779053, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6151,10 +22898,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 98.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 98.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 101.04000091552734, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18144959211349487, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.33366584777832, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 102.52173614501953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.327584266662598, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6165,10 +22960,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 51.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 51.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 52.264705657958984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20828461647033691, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.885933876037598, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 51.70000076293945, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.574822425842285, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6179,10 +23022,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 7.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 7.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 7.357142925262451, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4979894459247589, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 3.6637794971466064, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 7.346153736114502, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.161547899246216, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6193,10 +23084,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 19.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 175.85714721679688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.54843282699585, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 799.8744506835938, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 25.230770111083984, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.262887954711914, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6207,10 +23146,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 62.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 62.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 67.08333587646484, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24077121913433075, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.151735305786133, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 65.3125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.14837646484375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6221,10 +23208,58 @@ "value": 30, "unit": "#" }, - "fluorescence": { - "value": 144.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 144.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 146.8000030517578, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18381839990615845, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.984542846679688, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 147.46153259277344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.620826721191406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6235,10 +23270,58 @@ "value": 29, "unit": "#" }, - "fluorescence": { - "value": 23.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 23.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 22.724138259887695, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26269620656967163, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.969544887542725, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 22.814815521240234, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.29903507232666, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6249,10 +23332,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.738094329833984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2360391914844513, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.963512897491455, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.55263137817383, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.700937271118164, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6263,10 +23394,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 38.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 132.80487060546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.569576263427734, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 606.8619995117188, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 38.89189147949219, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.4609956741333, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6277,10 +23456,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 13.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 13.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 13.290322303771973, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4034177362918854, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.361551761627197, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 13.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.3765106201171875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6291,10 +23518,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 14.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 14.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.90625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.36504390835762024, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.171523571014404, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.85714340209961, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.303487777709961, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -6315,18 +23590,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_384", - "measurement time": "2023-05-09T18:55:46+00:00", - "sample document": { - "sample identifier": "C1", - "sample role type": "control sample role", - "location identifier": "C1", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -6335,14 +23603,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_384", + "measurement time": "2023-05-09T18:55:46+00:00", + "sample document": { + "sample identifier": "C1", + "sample role type": "control sample role", + "location identifier": "C1", + "well plate identifier": "555" + }, "assay bead count": { "value": 916, "unit": "#" @@ -6357,10 +23632,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 291.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 291.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 289.76922607421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13950255513191223, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.42354965209961, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 289.9130554199219, + "unit": "RFU", + "has statistic 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 783.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 977.7999877929688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.49624863266944885, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 485.2319030761719, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 923.9130249023438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 361.655029296875, + "unit": "(unitless)", + 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+ } + ] } }, { @@ -6539,10 +24438,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 621.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 621.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 620.1666870117188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14070680737495422, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 87.26167297363281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 626.9375, + "unit": "RFU", + "has statistic 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setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -6597,14 +24585,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_400", + "measurement time": "2023-05-09T18:58:53+00:00", + "sample document": { + "sample identifier": "C2", + "sample role type": "control sample role", + "location identifier": "C2", + "well plate identifier": "555" + }, "assay bead count": { "value": 795, "unit": "#" @@ -6619,10 +24614,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 88.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 55.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 54.80434799194336, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20552651584148407, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.26374626159668, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 54.80952453613281, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.43847370147705, + "unit": "(unitless)", + "has statistic datum 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"value": 54, "unit": "#" }, - "fluorescence": { - "value": 309.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 309.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 306.4444580078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22524182498455048, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 69.02410125732422, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 307.3958435058594, + "unit": "RFU", + "has statistic datum role": "trimmed 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 205.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 204.23333740234375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18889100849628448, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.57783889770508, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 203.75926208496094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 31.47441864013672, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6773,10 +25296,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 767.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 767.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 809.4871826171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20289508998394012, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 164.24098205566406, + "unit": "(unitless)", + "has statistic datum 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 330.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 326.2105407714844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2930874228477478, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 95.60820007324219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 326.3235168457031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 74.29087829589844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -6839,18 +25554,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_416", - "measurement time": "2023-05-09T19:02:03+00:00", - "sample document": { - "sample identifier": "C3", - "sample role type": "control sample role", - "location identifier": "C3", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -6859,14 +25567,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_416", + "measurement time": "2023-05-09T19:02:03+00:00", + "sample document": { + "sample identifier": "C3", + "sample role type": "control sample role", + "location identifier": "C3", + "well plate identifier": "555" + }, "assay bead count": { "value": 610, "unit": "#" @@ -6881,10 +25596,58 @@ "value": 29, "unit": "#" }, - "fluorescence": { - "value": 55.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 55.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.965518951416016, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24464555084705353, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.691715240478516, + 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{ + "statistical value": { + "value": 0.21469905972480774, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.197113037109375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 103.0740737915039, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.573856353759766, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6909,10 +25720,58 @@ "value": 35, "unit": "#" }, - "fluorescence": { - "value": 229.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 224.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 226.05262756347656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15174810588359833, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 34.30305862426758, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 226.3235321044922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 28.242156982421875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -6937,10 +25844,58 @@ "value": 26, "unit": "#" }, - "fluorescence": { - "value": 36.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 38.96154022216797, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.27781182527542114, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.823976516723633, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 93.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 96.22222137451172, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2174886018037796, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 20.927236557006836, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 95.15625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.59208869934082, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7063,10 +26402,58 @@ "value": 30, "unit": "#" }, - "fluorescence": { - "value": 767.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 767.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 744.5333251953125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2153293490409851, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 160.31988525390625, + "unit": "(unitless)", + "has statistic datum 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control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -7121,14 +26549,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_432", + "measurement time": "2023-05-09T19:05:05+00:00", + "sample document": { + "sample identifier": "C4", + "sample role type": "control sample role", + "location identifier": "C4", + "well plate identifier": "555" + }, "assay bead count": { "value": 733, "unit": "#" @@ -7143,10 +26578,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 23.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 23.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 82.08000183105469, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.029587507247925, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 166.5885467529297, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 58.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 107.81591796875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7157,10 +26640,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 15.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 15.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.108108520507812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3211776316165924, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.1735639572143555, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.690415859222412, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7171,10 +26702,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 159.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 159.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 167.28260803222656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.421499103307724, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 70.50946807861328, + "unit": "(unitless)", + "has statistic datum 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"value": 0.24377858638763428, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.214685440063477, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 29.421052932739258, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.149627685546875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7199,10 +26826,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 14.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 14.0, + "unit": 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 73.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 73.55813598632812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19235637784004211, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.14937686920166, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 74.02564239501953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.268230438232422, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7227,10 +26950,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 27.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 27.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 26.935483932495117, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.31964609026908875, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.609822273254395, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + 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role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 77.86893463134766, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 53.5625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.207536697387695, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7255,10 +27074,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + 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+ { + "statistical value": { + "value": 5.919964790344238, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7297,10 +27260,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 7.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 7.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 7.270270347595215, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5479353070259094, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 3.983637809753418, + "unit": 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 40.16363525390625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28548598289489746, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.466156005859375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 39.8979606628418, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.605217933654785, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -7363,18 +27518,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_448", - "measurement time": "2023-05-09T19:08:13+00:00", - "sample document": { - "sample identifier": "X1", - "sample role type": "unknown sample role", - "location identifier": "C5", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -7383,14 +27531,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_448", + "measurement time": "2023-05-09T19:08:13+00:00", + "sample document": { + "sample identifier": "X1", + "sample role type": "unknown sample role", + "location identifier": "C5", + "well plate identifier": "555" + }, "assay bead count": { "value": 868, "unit": "#" @@ -7405,10 +27560,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 4106.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4106.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3852.98388671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2601037621498108, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1563.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1588.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.08446518331766129, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 134.17294311523438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1586.433349609375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 89.64900207519531, + "unit": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4975.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4973.0888671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10986120998859406, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 546.3495483398438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4965.1220703125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 440.5782775878906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7517,10 +28056,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 6650.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6650.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6442.03759765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.208858922123909, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1345.47705078125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 6638.2978515625, + "unit": "RFU", + "has 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aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -7645,14 +28513,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_464", + "measurement time": "2023-05-09T19:11:20+00:00", + "sample document": { + "sample identifier": "X2", + "sample role type": "unknown sample role", + "location identifier": "C6", + "well plate identifier": "555" + }, "assay bead count": { "value": 674, "unit": "#" @@ -7667,10 +28542,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 603.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", 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33, "unit": "#" }, - "fluorescence": { - "value": 5906.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 5906.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 5499.2421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.320116251707077, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1760.39697265625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 5763.27587890625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1141.6898193359375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7695,10 +28666,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 833.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 833.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 837.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.27015337347984314, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 226.11837768554688, + "unit": 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}, + { + "statistical value": { + "value": 0.19606593251228333, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 415.00482177734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2150.48828125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 252.03640747070312, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7723,10 +28790,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 1354.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 681.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 703.2000122070312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2878548502922058, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 202.41952514648438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 672.3912963867188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 78.2813949584961, + "unit": "(unitless)", + "has 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+ "statistical value": { + "value": 311.6451721191406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16180120408535004, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 50.424564361572266, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 317.2592468261719, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.783451080322266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7793,10 +29100,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 785.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical 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-7807,10 +29162,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 857.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 857.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 795.888916015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3317566514015198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 264.0414123535156, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 823.625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 178.90919494628906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7821,10 +29224,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 180.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 180.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 180.44444274902344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12205386161804199, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.023941040039062, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 179.71875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.673078536987305, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7835,10 +29286,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 747.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 747.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 746.8204956054688, + "unit": "RFU", + "has statistic datum 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document": [ + { + "statistical value": { + "value": 377.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 370.95123291015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20698365569114685, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 76.78083801269531, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 372.16217041015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 66.83416748046875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7863,10 +29410,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 1532.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1532.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1434.642822265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3022432327270508, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 433.611083984375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1460.3421630859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 332.28741455078125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -7887,18 +29482,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_480", - "measurement time": "2023-05-09T19:14:34+00:00", - "sample document": { - "sample identifier": "X3", - "sample role type": "unknown sample role", - "location identifier": "C7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -7907,14 +29495,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_480", + "measurement time": "2023-05-09T19:14:34+00:00", + "sample document": { + "sample identifier": "X3", + "sample role type": "unknown sample role", + "location identifier": "C7", + "well plate identifier": "555" + }, "assay bead count": { "value": 1033, "unit": "#" @@ -7929,10 +29524,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 71.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 71.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 74.7272720336914, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.38264474272727966, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.5939998626709, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 72.01667022705078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.069107055664062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7943,10 +29586,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 498.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 498.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 501.4375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25282958149909973, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 126.77822875976562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 504.9090881347656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 78.22948455810547, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7957,10 +29648,58 @@ "value": 76, "unit": "#" }, - "fluorescence": { - "value": 868.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 868.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 871.75, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14622774720191956, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 127.47403717041016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 879.6617431640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 63.69414138793945, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7971,10 +29710,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 841.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 841.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 869.1864624023438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12406415492296219, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 107.83487701416016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 862.5094604492188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 83.20494079589844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -7985,10 +29772,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 154.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 154.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 157.0677947998047, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18847674131393433, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.603626251220703, + "unit": "(unitless)", + "has 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"value": 944.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 950.888916015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3075897693634033, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 292.4836730957031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 960.8541870117188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 222.56454467773438, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8027,10 +29958,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 2069.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2069.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2090.607177734375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09689392149448395, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 202.567138671875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2089.52001953125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 147.81900024414062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8041,10 +30020,58 @@ "value": 74, "unit": "#" }, - "fluorescence": { - "value": 122.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 122.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 122.4189224243164, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1685236096382141, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 20.630477905273438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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"statistical value": { + "value": 384.3148193359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2240457683801651, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 86.10411071777344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 384.1875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 54.99696731567383, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8083,10 +30206,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 195.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 195.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 202.73846435546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30863791704177856, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 62.572776794433594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 199.08474731445312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 46.21623992919922, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8097,10 +30268,58 @@ "value": 79, "unit": "#" }, - "fluorescence": { - "value": 478.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 478.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 477.7215270996094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1769527941942215, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 84.5341567993164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 478.6901550292969, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 63.06608581542969, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8111,10 +30330,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 289.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 289.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 277.129638671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2593235671520233, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 71.86624145507812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 281.0625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 49.09886169433594, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8125,10 +30392,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 218.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 218.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 220.63999938964844, + "unit": "RFU", + "has statistic datum role": 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"555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -8169,14 +30477,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_496", + "measurement time": "2023-05-09T19:17:43+00:00", + "sample document": { + "sample identifier": "X4", + "sample role type": "unknown sample role", + "location identifier": "C8", + "well plate identifier": "555" + }, "assay bead count": { "value": 660, "unit": "#" @@ -8191,10 +30506,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 63.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 63.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 66.22222137451172, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1807880997657776, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.972189903259277, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 65.55999755859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.153324127197266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8205,10 +30568,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 94.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 94.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 95.9117660522461, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3037077486515045, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.129146575927734, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 95.26667022705078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 22.871355056762695, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8219,10 +30630,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 146.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 146.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 148.17391967773438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22745448350906372, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 75.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 79.5897445678711, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26988863945007324, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.48036766052246, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 79.0857162475586, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 188.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 182.51515197753906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2548253536224365, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 46.509490966796875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 182.27586364746094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 36.095008850097656, + "unit": "(unitless)", + "has statistic datum role": 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+31374,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 453.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 453.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 446.0303039550781, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2681015729904175, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 119.58142852783203, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 452.862060546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 90.61840057373047, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -8411,18 +31446,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_512", - "measurement time": "2023-05-09T19:20:56+00:00", - "sample document": { - "sample identifier": "X5", - "sample role type": "unknown sample role", - "location identifier": "C9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -8431,14 +31459,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_512", + "measurement time": "2023-05-09T19:20:56+00:00", + "sample document": { + "sample identifier": "X5", + "sample role type": "unknown sample role", + "location identifier": "C9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1066, "unit": "#" @@ -8453,10 +31488,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 68.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 68.80303192138672, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2773451507091522, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.082185745239258, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 68.3499984741211, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.693276405334473, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8467,10 +31550,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 269.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 267.9298095703125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20964792370796204, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 56.17093276977539, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 271.2549133300781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.16128921508789, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8495,10 +31674,58 @@ "value": 79, "unit": "#" }, - "fluorescence": { - "value": 218.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 218.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 213.54429626464844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2149347960948944, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 45.898101806640625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 217.52113342285156, + "unit": 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"#" }, - "fluorescence": { - "value": 155.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 155.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 163.4558868408203, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24912922084331512, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.72163772583008, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 161.33871459960938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + 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role" + } + }, + { + "statistical value": { + "value": 0.19898033142089844, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.107662200927734, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 190.22579956054688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 28.620420455932617, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8593,10 +32108,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 81.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 81.08451080322266, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24411267042160034, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.79375457763672, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 80.66666412353516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.59079360961914, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8621,10 +32232,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 34.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.70000076293945, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2766953706741333, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.878024101257324, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + 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role" + } + }, + { + "statistical value": { + "value": 148.32000732421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.242331027984619, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 332.5825500488281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 95.26087188720703, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 188.40676879882812, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -8673,18 +32428,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_528", - "measurement time": "2023-05-09T19:24:17+00:00", - "sample document": { - "sample identifier": "X6", - "sample role type": "unknown sample role", - "location identifier": "C10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -8693,14 +32441,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_528", + "measurement time": "2023-05-09T19:24:17+00:00", + "sample document": { + "sample identifier": "X6", + "sample role type": "unknown sample role", + "location identifier": "C10", + "well plate identifier": "555" + }, "assay bead count": { "value": 1098, "unit": "#" @@ -8715,10 +32470,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 52.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 52.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 54.57143020629883, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2850823402404785, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.557351112365723, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 54.31999969482422, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.04996395111084, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8729,10 +32532,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 56.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 56.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 64.29824829101562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.7897075414657593, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 50.77680969238281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 57.94117736816406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.888198852539062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8743,10 +32594,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 76.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 76.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 81.5076904296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 41.536231994628906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2170548290014267, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.015639305114746, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 41.25396728515625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.418303966522217, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8771,10 +32718,58 @@ "value": 63, "unit": "#" }, - "fluorescence": { - "value": 111.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 111.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 112.9047622680664, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.264908105134964, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.909387588500977, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 112.4385986328125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.411846160888672, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8785,10 +32780,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 154.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 154.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 155.1875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1770784854888916, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.48036766052246, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 155.55172729492188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.065256118774414, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8799,10 +32842,58 @@ "value": 73, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 32.9315071105957, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2704837918281555, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.907439231872559, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 32.56922912597656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.997698783874512, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8813,10 +32904,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 132.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 132.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 135.4375, + "unit": 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document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 20.100000381469727, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.36717671155929565, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.380251884460449, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 20.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.754541873931885, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8841,10 +33028,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 162.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 162.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 160.89393615722656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16927795112133026, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.235795974731445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 162.1666717529297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 22.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 22.4761905670166, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2966187000274658, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.666858673095703, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 22.24561309814453, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.429024696350098, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -8911,10 +33338,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 15.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 15.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.816326141357422, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4949561655521393, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.323344230651855, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { 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setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_544", + "measurement time": "2023-05-09T19:27:34+00:00", + "sample document": { + "sample identifier": "X7", + "sample role type": "unknown sample role", + "location identifier": "C11", + "well plate identifier": "555" + }, "assay bead count": { "value": 569, "unit": "#" @@ -8977,10 +33452,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 2590.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2590.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2566.363525390625, + "unit": "RFU", + "has statistic datum role": "arithmetic 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4929.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4960.2421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1189892441034317, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 590.2154541015625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4979.2412109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 416.1279602050781, + "unit": "(unitless)", + "has 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"2023-05-09T19:30:40+00:00", - "sample document": { - "sample identifier": "X8", - "sample role type": "unknown sample role", - "location identifier": "C12", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -9217,14 +34405,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_560", + "measurement time": "2023-05-09T19:30:40+00:00", + "sample document": { + "sample identifier": "X8", + "sample role type": "unknown sample role", + "location identifier": "C12", + "well plate identifier": "555" + }, "assay bead count": { "value": 958, "unit": "#" @@ -9239,10 +34434,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 774.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 774.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 792.213134765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28229013085365295, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 223.63394165039062, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 788.4909057617188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 385.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 378.75, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23525527119636536, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 89.10293579101562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 379.03448486328125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 55.75981140136719, + "unit": "(unitless)", + "has 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-9365,10 +34992,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 1412.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1412.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1368.02001953125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2574090361595154, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 352.1407165527344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1420.1363525390625, + "unit": "RFU", + "has statistic datum 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"unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_576", + "measurement time": "2023-05-09T18:56:08+00:00", + "sample document": { + "sample identifier": "C1", + "sample role type": "control sample role", + "location identifier": "D1", + "well plate identifier": "555" + }, "assay bead count": { "value": 655, "unit": "#" @@ -9501,10 +35416,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 560.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 560.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + 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"unit": "#" }, - "fluorescence": { - "value": 284.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 284.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 286.4210510253906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2386978715658188, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 68.36809539794922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 285.1470642089844, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 55.923179626464844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9543,10 +35602,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 720.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 720.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 693.8181762695312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.37202244997024536, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 258.1159362792969, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 708.5516967773438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 187.25852966308594, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9557,10 +35664,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 1945.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1945.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1922.74072265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09784895181655884, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 188.13816833496094, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1922.0799560546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 157.7101593017578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9571,10 +35726,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 2020.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2020.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2112.35888671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22776341438293457, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 481.1180725097656, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2109.371337890625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 410.1705627441406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9585,10 +35788,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 1138.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1138.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1108.7027587890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16981709003448486, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 188.27667236328125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1115.9090576171875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 145.53271484375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9599,10 +35850,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 297.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 297.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 291.56097412109375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18585993349552155, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 54.18950653076172, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 295.9459533691406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 33.86652374267578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9613,10 +35912,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 2718.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2718.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2780.894775390625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1221.230712890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19753113389015198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 241.23110961914062, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1234.7142333984375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 173.05958557128906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9641,10 +36036,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 1811.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1811.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1831.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19277070462703705, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 352.9631652832031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1809.51220703125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 189.67184448242188, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9655,10 +36098,58 @@ "value": 35, "unit": "#" }, - "fluorescence": { - "value": 660.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 660.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 654.5428466796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10990012437105179, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 71.93434143066406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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{ + "value": 134.42857360839844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17088653147220612, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.97203254699707, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 132.9736785888672, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.705530166625977, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9697,10 +36284,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 731.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 731.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 714.5789184570312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14362217485904694, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 102.62938690185547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 707.941162109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 74.75209045410156, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -9721,18 +36356,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_592", - "measurement time": "2023-05-09T18:59:17+00:00", - "sample document": { - "sample identifier": "C2", - "sample role type": "control sample role", - "location identifier": "D2", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -9741,14 +36369,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_592", + "measurement time": "2023-05-09T18:59:17+00:00", + "sample document": { + "sample identifier": "C2", + "sample role type": "control sample role", + "location identifier": "D2", + "well plate identifier": "555" + }, "assay bead count": { "value": 950, "unit": "#" @@ -9763,10 +36398,58 @@ "value": 69, "unit": "#" }, - "fluorescence": { - "value": 107.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 107.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 110.1159439086914, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24829532206058502, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.341272354125977, + "unit": "(unitless)", + "has statistic datum role": "standard 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{ + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 310.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 338.65625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22972363233566284, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 77.7973403930664, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 334.1785583496094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 65.39115905761719, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9819,10 +36646,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 294.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 294.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 311.8148193359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21059703826904297, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 65.66728210449219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 310.4166564941406, + "unit": 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document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 300.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 302.29412841796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16107426583766937, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 48.691802978515625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 302.3555603027344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.385616302490234, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9875,10 +36894,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 559.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 559.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 564.77587890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1337648183107376, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 75.54713439941406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 564.3846435546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 52.4554557800293, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9889,10 +36956,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 200.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 200.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 197.30909729003906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17016810178756714, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 33.575714111328125, + "unit": 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+ { + "statistical value": { + "value": 0.1808440238237381, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.800270080566406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 213.75555419921875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 31.834911346435547, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9917,10 +37080,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 132.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 132.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 134.328125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19744829833507538, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.522859573364258, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 132.3103485107422, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.0303897857666, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9931,10 +37142,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 157.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 157.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 172.8076934814453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6309926509857178, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 109.0403823852539, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 158.1086883544922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.812795639038086, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -9945,10 +37204,58 @@ "value": 84, "unit": "#" }, - "fluorescence": { - "value": 585.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 585.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 565.7261962890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21054138243198395, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 119.10877227783203, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -10003,14 +37351,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_608", + "measurement time": "2023-05-09T19:02:26+00:00", + "sample document": { + "sample identifier": "C3", + "sample role type": "control sample role", + "location identifier": "D3", + "well plate identifier": "555" + }, "assay bead count": { "value": 744, "unit": "#" @@ -10025,10 +37380,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 40.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 40.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 43.41999816894531, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6575323939323425, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.55005645751953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 40.022727966308594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.278381824493408, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -10039,10 +37442,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 211.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 211.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 214.55882263183594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13552433252334595, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.07794189453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 215.13333129882812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.796165466308594, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -10053,10 +37504,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 92.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 92.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 96.92682647705078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2877737879753113, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.893001556396484, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 49.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 50.224491119384766, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14485251903533936, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.275144100189209, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 50.13333511352539, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.247181415557861, + "unit": "(unitless)", + "has statistic datum role": "trimmed 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 94.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 94.23076629638672, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3193826675415039, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.095674514770508, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 96.86956787109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.189775466918945, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -10243,20 +38318,13 @@ }, { "measurement aggregate document": { - "measurement document": [ - { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_624", - "measurement time": "2023-05-09T19:05:29+00:00", - "sample document": { - "sample identifier": "C4", - "sample role type": "control sample role", - "location identifier": "D4", - "well plate identifier": "555" - }, + "measurement document": [ + { "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -10265,14 +38333,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_624", + "measurement time": "2023-05-09T19:05:29+00:00", + "sample document": { + "sample identifier": "C4", + "sample role type": "control sample role", + "location identifier": "D4", + "well plate identifier": "555" + }, "assay bead count": { "value": 929, "unit": "#" @@ -10287,10 +38362,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 40.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 40.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 39.80882263183594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22995315492153168, + "unit": "(unitless)", + "has 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-10329,10 +38548,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 15.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 15.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 15.403509140014648, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3747222423553467, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 5.772037506103516, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 15.176470756530762, + "unit": "RFU", + "has statistic datum 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 54.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 63.45833206176758, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.7374367713928223, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 46.7965087890625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 56.09090805053711, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.98445987701416, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -10455,10 +39106,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 25.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 25.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 25.933332443237305, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.34054645895957947, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.831504821777344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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role type": "unknown sample role", - "location identifier": "D5", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -10527,14 +39315,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_640", + "measurement time": "2023-05-09T19:08:36+00:00", + "sample document": { + "sample identifier": "X1", + "sample role type": "unknown sample role", + "location identifier": "D5", + "well plate identifier": "555" + }, "assay bead count": { "value": 812, "unit": "#" @@ -10549,10 +39344,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 6774.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6774.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6740.7353515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07839485257863998, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 528.43896484375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 6762.7998046875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 382.7809753417969, + "unit": "(unitless)", + "has 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+ ] + } + } + ] } }, { @@ -10619,10 +39654,58 @@ "value": 35, "unit": "#" }, - "fluorescence": { - "value": 785.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 785.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 795.1142578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15347003936767578, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 122.0262222290039, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 787.0322875976562, + "unit": "RFU", + 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2599.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2551.666748046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.161014586687088, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 410.8555603027344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2540.8857421875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 358.423583984375, + "unit": "(unitless)", + "has 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"minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_656", + "measurement time": "2023-05-09T19:11:42+00:00", + "sample document": { + "sample identifier": "X2", + "sample role type": "unknown sample role", + "location identifier": "D6", + "well plate identifier": "555" + }, "assay bead count": { "value": 612, "unit": "#" @@ -10811,10 +40326,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 171.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 171.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 170.94117736816406, + "unit": "RFU", + "has statistic 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- "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 5913.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 5856.5625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07002703100442886, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 410.11767578125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 5866.60693359375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 303.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 297.59375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13908827304840088, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 41.39179992675781, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 296.75, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 32.35637664794922, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -10909,10 +40760,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 865.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 865.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 859.1904907226562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13070058822631836, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 112.29669952392578, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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- "measurement time": "2023-05-09T19:14:59+00:00", - "sample document": { - "sample identifier": "X3", - "sample role type": "unknown sample role", - "location identifier": "D7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -11051,14 +41279,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_672", + "measurement time": "2023-05-09T19:14:59+00:00", + "sample document": { + "sample identifier": "X3", + "sample role type": "unknown sample role", + "location identifier": "D7", + "well plate identifier": "555" + }, "assay bead count": { "value": 1038, "unit": "#" @@ -11073,10 +41308,58 @@ "value": 76, "unit": "#" }, - "fluorescence": { - "value": 467.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 467.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 474.4210510253906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17003166675567627, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 80.6666030883789, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 475.29412841796875, + "unit": "RFU", + "has statistic datum role": "trimmed 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"value": 79, "unit": "#" }, - "fluorescence": { - "value": 2065.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2065.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2098.0126953125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1093280240893364, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 229.37158203125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2102.591552734375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic 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"unit": "μL" @@ -11313,14 +42261,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_688", + "measurement time": "2023-05-09T19:18:06+00:00", + "sample document": { + "sample identifier": "X4", + "sample role type": "unknown sample role", + "location identifier": "D8", + "well plate identifier": "555" + }, "assay bead count": { "value": 858, "unit": "#" @@ -11335,10 +42290,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 85.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.5, + "unit": "RFU", + "has statistic datum role": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 399.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 391.0596923828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22021596133708954, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 86.11758422851562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 398.8196716308594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 56.55366516113281, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11363,10 +42414,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 738.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 738.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 761.111083984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12348826229572296, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 93.98828887939453, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 759.5833129882812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 74.65433502197266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11377,10 +42476,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 365.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 365.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 386.3255920410156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14347949624061584, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + 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"has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28595539927482605, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.054309844970703, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 75.9375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.93674087524414, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11405,10 +42600,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 101.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic 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- "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 179.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 178.875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1684255748987198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 30.127124786376953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 178.0454559326172, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.46128273010254, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11433,10 +42724,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 42.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 42.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 42.39285659790039, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22797952592372894, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.664703369140625, + "unit": "(unitless)", + "has statistic datum 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 136.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 140.94338989257812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16485293209552765, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 23.234933853149414, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 140.48936462402344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.995277404785156, + "unit": "(unitless)", + "has statistic datum role": 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"statistical value": { + "value": 424.93878173828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24433983862400055, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 103.8294677734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 423.1333312988281, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 91.86541748046875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11531,10 +43158,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 87.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 87.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 92.95999908447266, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3791792094707489, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.248497009277344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 90.0434799194336, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.192553520202637, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -11555,18 +43230,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_704", - "measurement time": "2023-05-09T19:21:22+00:00", - "sample document": { - "sample identifier": "X5", - "sample role type": "unknown sample role", - "location identifier": "D9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -11575,14 +43243,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_704", + "measurement time": "2023-05-09T19:21:22+00:00", + "sample document": { + "sample identifier": "X5", + "sample role type": "unknown sample role", + "location identifier": "D9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1139, "unit": "#" @@ -11597,10 +43272,58 @@ "value": 82, "unit": "#" }, - "fluorescence": { - "value": 66.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 66.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 68.1463394165039, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2413230985403061, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.44528579711914, + "unit": "(unitless)", + "has statistic datum role": "standard 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+ "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.60274124145508, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4172322154045105, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.854609489440918, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.18461608886719, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.725334167480469, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -11779,10 +44078,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 37.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.96491241455078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2600821256637573, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.613912582397461, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -11837,14 +44225,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_720", + "measurement time": "2023-05-09T19:24:40+00:00", + "sample document": { + "sample identifier": "X6", + "sample role type": "unknown sample role", + "location identifier": "D10", + "well plate identifier": "555" + }, "assay bead count": { "value": 835, "unit": "#" @@ -11859,10 +44254,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 57.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 29.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 406.67999267578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.3598310947418213, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1366.3760986328125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 150.3913116455078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"value": 47, "unit": "#" }, - "fluorescence": { - "value": 69.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 69.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 71.72340393066406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2696608304977417, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.340991973876953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 71.13953399658203, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 111.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 114.36000061035156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2119777500629425, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 24.241775512695312, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 113.7727279663086, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.942886352539062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -12079,18 +45194,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_736", - "measurement time": "2023-05-09T19:27:58+00:00", - "sample document": { - "sample identifier": "X7", - "sample role type": "unknown sample role", - "location identifier": "D11", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -12099,14 +45207,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_736", + "measurement time": "2023-05-09T19:27:58+00:00", + "sample document": { + "sample identifier": "X7", + "sample role type": "unknown sample role", + "location identifier": "D11", + "well plate identifier": "555" + }, "assay bead count": { "value": 851, "unit": "#" @@ -12121,10 +45236,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 2450.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2450.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2433.648193359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18743129074573517, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, 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"fluorescence": { - "value": 2028.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2028.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1984.7021484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14558380842208862, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 288.94049072265625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1990.348876953125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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"location identifier": "D12", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -12361,14 +46189,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_752", + "measurement time": "2023-05-09T19:31:05+00:00", + "sample document": { + "sample identifier": "X8", + "sample role type": "unknown sample role", + "location identifier": "D12", + "well plate identifier": "555" + }, "assay bead count": { "value": 1172, "unit": "#" @@ -12383,10 +46218,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 803.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 803.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 782.6470336914062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2539433240890503, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 198.7480010986328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 784.98388671875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 149.66372680664062, + "unit": "(unitless)", + "has statistic datum role": 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+46528,58 @@ "value": 82, "unit": "#" }, - "fluorescence": { - "value": 567.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 567.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 595.6463623046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.42609140276908875, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 253.79978942871094, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 571.2432250976562, + "unit": "RFU", + "has statistic datum role": 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 777.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 783.2294921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14002807438373566, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 109.67412567138672, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 782.0545654296875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 80.39035034179688, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -12579,10 +47086,58 @@ "value": 71, "unit": "#" }, - "fluorescence": { - "value": 2111.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2111.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2079.844970703125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1576240509748459, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 327.8336181640625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_768", + "measurement time": "2023-05-09T18:56:32+00:00", + "sample document": { + "sample identifier": "X9", + "sample role type": "unknown sample role", + "location identifier": "E1", + "well plate identifier": "555" + }, "assay bead count": { "value": 914, "unit": "#" @@ -12645,10 +47200,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 510.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 510.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 509.01470947265625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1051.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1059.3404541015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19959445297718048, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 211.4384765625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1060.9534912109375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 186.23997497558594, + "unit": "(unitless)", 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 159.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 160.25396728515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18369419872760773, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.437725067138672, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 158.05262756347656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.661802291870117, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -12743,10 +47634,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 523.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 523.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 533.2264404296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20886173844337463, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 111.37059783935547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 528.1063842773438, + "unit": 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"fluorescence": { - "value": 880.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 880.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 857.1935424804688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20673121511936188, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 177.2086639404297, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 877.8928833007812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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"measurement time": "2023-05-09T18:59:42+00:00", - "sample document": { - "sample identifier": "X10", - "sample role type": "unknown sample role", - "location identifier": "E2", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -12885,14 +48153,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_784", + "measurement time": "2023-05-09T18:59:42+00:00", + "sample document": { + "sample identifier": "X10", + "sample role type": "unknown sample role", + "location identifier": "E2", + "well plate identifier": "555" + }, "assay bead count": { "value": 1173, "unit": "#" @@ -12907,10 +48182,58 @@ "value": 69, "unit": "#" }, - "fluorescence": { - "value": 447.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 447.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 455.8260803222656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.225163534283638, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 102.63541412353516, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 454.4761962890625, + "unit": "RFU", + "has statistic datum role": "trimmed 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"value": 48.12006759643555, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 197.87301635742188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 36.54360580444336, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -12935,10 +48306,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 79.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 79.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 95.6617660522461, + "unit": "RFU", + "has statistic datum 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"has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 109.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 107.05796813964844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2551681399345398, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.31778335571289, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 107.19047546386719, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.99519920349121, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -12977,10 +48492,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 160.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 160.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 162.203125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2350459098815918, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.12518310546875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation 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+ "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 112.8795166015625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 857.0169677734375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 70.73517608642578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13005,10 +48616,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 68.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.0, + "unit": "RFU", + "has statistic datum 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 269.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 263.98748779296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1887722611427307, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 49.833518981933594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 266.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 36.26079177856445, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13033,10 +48740,58 @@ "value": 81, "unit": "#" }, - "fluorescence": { - "value": 85.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 87.98765563964844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24399203062057495, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.468286514282227, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 87.89041137695312, + "unit": "RFU", + "has 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+ "statistical value": { + "value": 61.75605392456055, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 399.2549133300781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 41.407169342041016, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13061,10 +48864,58 @@ "value": 71, "unit": "#" }, - "fluorescence": { - "value": 443.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 443.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 443.9577331542969, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16241493821144104, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 72.1053695678711, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 447.1269836425781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 49.26540756225586, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13075,10 +48926,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 101.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 101.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 191.9199981689453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.3289740085601807, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 446.9766845703125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 104.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.44155502319336, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13089,10 +48988,58 @@ "value": 79, "unit": "#" }, - "fluorescence": { - "value": 43.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 43.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 45.18987274169922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23912595212459564, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.806071281433105, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 44.859153747558594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.140640258789062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13103,10 +49050,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 105.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 105.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 105.67241668701172, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20862320065498352, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.045717239379883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 104.53845977783203, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.041427612304688, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -13127,18 +49122,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_800", - "measurement time": "2023-05-09T19:02:49+00:00", - "sample document": { - "sample identifier": "X11", - "sample role type": "unknown sample role", - "location identifier": "E3", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -13147,14 +49135,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_800", + "measurement time": "2023-05-09T19:02:49+00:00", + "sample document": { + "sample identifier": "X11", + "sample role type": "unknown sample role", + "location identifier": "E3", + "well plate identifier": "555" + }, "assay bead count": { "value": 717, "unit": "#" @@ -13169,10 +49164,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 281.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 281.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 285.1590881347656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1594732254743576, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 45.47523880004883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 283.92498779296875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 37.61368179321289, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13183,10 +49226,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 88.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 88.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 88.31707000732422, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1730661541223526, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.284696578979492, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 88.1351318359375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.460151672363281, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13197,10 +49288,58 @@ "value": 63, "unit": "#" }, - "fluorescence": { - "value": 37.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.03174591064453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22655266523361206, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.389640808105469, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 36.824562072753906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.0333967208862305, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13211,10 +49350,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 192.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 192.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 191.448974609375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2086118459701538, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 39.93852615356445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 189.15554809570312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 22.56400489807129, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13225,10 +49412,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 246.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 246.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 243.63934326171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16241994500160217, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 39.5718879699707, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 245.5272674560547, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.378507614135742, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13239,10 +49474,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 42.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 42.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.7599983215332, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.0389511585235596, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 57.931915283203125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.434783935546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.401708602905273, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13253,10 +49536,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 48.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 48.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 49.16666793823242, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13735319674015045, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.753198623657227, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 49.31578826904297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.094274997711182, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13267,10 +49598,58 @@ "value": 33, "unit": "#" }, - "fluorescence": { - "value": 84.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 84.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 86.8787841796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22520120441913605, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.565208435058594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.86206817626953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.34436321258545, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13281,10 +49660,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 87.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 87.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 87.875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16173090040683746, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.212102890014648, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 87.42857360839844, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.867878913879395, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13295,10 +49722,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 40.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 40.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 39.97368240356445, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3819919526576996, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.269624710083008, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 39.85293960571289, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.304550170898438, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13309,10 +49784,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 165.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 165.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 165.3023223876953, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.276224285364151, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 45.66051483154297, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 164.7948760986328, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 39.577491760253906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13323,10 +49846,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 38.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 38.79999923706055, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2416471689939499, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.375909805297852, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 38.16666793823242, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.129415988922119, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13337,10 +49908,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 36.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.13333511352539, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3629653751850128, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.752182960510254, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.975608825683594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.050990104675293, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13351,10 +49970,58 @@ "value": 29, "unit": "#" }, - "fluorescence": { - "value": 209.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 209.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 210.1724090576172, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17819173634052277, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 37.450984954833984, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 210.3333282470703, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 32.9976692199707, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13365,10 +50032,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 68.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 70.78125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24679383635520935, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.46837615966797, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.71428680419922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.744382858276367, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -13389,18 +50104,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_816", - "measurement time": "2023-05-09T19:05:51+00:00", - "sample document": { - "sample identifier": "X12", - "sample role type": "unknown sample role", - "location identifier": "E4", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -13409,14 +50117,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_816", + "measurement time": "2023-05-09T19:05:51+00:00", + "sample document": { + "sample identifier": "X12", + "sample role type": "unknown sample role", + "location identifier": "E4", + "well plate identifier": "555" + }, "assay bead count": { "value": 658, "unit": "#" @@ -13431,10 +50146,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 60.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 60.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 59.85185241699219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1528290957212448, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.147104263305664, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 60.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.958224296569824, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13445,10 +50208,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 117.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 117.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 116.86363983154297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1870429664850235, + "unit": "(unitless)", + "has statistic datum role": "coefficient of 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{ + "statistical value": { + "value": 7.250300407409668, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13501,10 +50456,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 42.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 42.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 42.306121826171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20545394718647003, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.691960334777832, + "unit": 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 78.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 78.28205108642578, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20069892704486847, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.7111234664917, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 78.22856903076172, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.341853141784668, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13557,10 +50704,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 166.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 166.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 163.22500610351562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.206624373793602, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 33.72626495361328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": 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"unit": "#" }, - "fluorescence": { - "value": 177.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 177.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 175.51219177246094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22842414677143097, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.09122085571289, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 178.45945739746094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean 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"unit": "μL" @@ -13671,14 +51099,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_832", + "measurement time": "2023-05-09T19:08:59+00:00", + "sample document": { + "sample identifier": "X13", + "sample role type": "unknown sample role", + "location identifier": "E5", + "well plate identifier": "555" + }, "assay bead count": { "value": 834, "unit": "#" @@ -13693,10 +51128,58 @@ "value": 62, "unit": "#" }, - "fluorescence": { - "value": 4070.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4070.0, + "unit": "RFU", + "has statistic datum role": 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"statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2157.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2704.632568359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.9611175656318665, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 2599.469970703125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2285.5556640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 654.094970703125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13721,10 +51252,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 3755.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3755.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3770.054443359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10599750280380249, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 399.6163635253906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3786.0205078125, + "unit": "RFU", + "has statistic 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6646.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6653.8056640625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.05721081420779228, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 380.66961669921875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 6679.09375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 253.7985382080078, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -13847,10 +51810,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 1318.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1318.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1365.1666259765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2715010643005371, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 370.6441955566406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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+52068,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_848", - "measurement time": "2023-05-09T19:12:05+00:00", - "sample document": { - "sample identifier": "X14", - "sample role type": "unknown sample role", - "location identifier": "E6", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -13933,14 +52081,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_848", + "measurement time": "2023-05-09T19:12:05+00:00", + "sample document": { + "sample identifier": "X14", + "sample role type": "unknown sample role", + "location identifier": "E6", + "well plate identifier": "555" + }, "assay bead count": { "value": 900, "unit": "#" @@ -13955,10 +52110,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 1450.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1450.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1466.3272705078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11342122405767441, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 166.31263732910156, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6003.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 5958.9228515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1712387204170227, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1020.3983154296875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 6064.15234375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 468.0869445800781, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14011,10 +52358,58 @@ "value": 61, "unit": "#" }, - "fluorescence": { - "value": 357.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 357.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 362.7377014160156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19787369668483734, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 71.77625274658203, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 361.2909240722656, + "unit": "RFU", + 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{ + "value": 213.685546875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14081,10 +52668,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 810.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 810.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 794.5263061523438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17504125833511353, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 139.07489013671875, + "unit": "(unitless)", + "has 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 850.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 832.3389892578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2713460922241211, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 225.85191345214844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 827.7735595703125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 172.56065368652344, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14137,10 +52916,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 798.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 798.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1265.9791259765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.5819344520568848, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 3268.67529296875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"coefficient of variation role" + } + }, + { + "statistical value": { + "value": 189.4453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2507.3076171875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 153.96499633789062, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -14175,18 +53050,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_864", - "measurement time": "2023-05-09T19:15:22+00:00", - "sample document": { - "sample identifier": "X15", - "sample role type": "unknown sample role", - "location identifier": "E7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -14195,14 +53063,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_864", + "measurement time": "2023-05-09T19:15:22+00:00", + "sample document": { + "sample identifier": "X15", + "sample role type": "unknown sample role", + "location identifier": "E7", + "well plate identifier": "555" + }, "assay bead count": { "value": 876, "unit": "#" @@ -14217,10 +53092,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 211.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 211.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 212.3392791748047, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15478187799453735, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.86627197265625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 213.13999938964844, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.874385833740234, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14231,10 +53154,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 208.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 208.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 309.3999938964844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.6343324184417725, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 505.6624450683594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 210.78260803222656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.109832763671875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14245,10 +53216,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 72.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 72.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 71.2631607055664, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18733938038349152, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.350396156311035, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { 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"median role" + } + }, + { + "statistical value": { + "value": 120.95237731933594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17899738252162933, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.65015983581543, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 120.02631378173828, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.99997901916504, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14287,10 +53402,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 834.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 834.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 842.6799926757812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1681971549987793, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 141.7363739013672, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 852.8408813476562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 81.54979705810547, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14301,10 +53464,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 301.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 301.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 309.7872314453125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2524433434009552, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 78.20372772216797, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 310.5348815917969, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 45.323360443115234, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14315,10 +53526,58 @@ "value": 58, "unit": "#" }, - "fluorescence": { - "value": 384.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 384.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 396.24139404296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2758583128452301, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 187.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 199.26229858398438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2654074430465698, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 52.88569641113281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 196.1999969482422, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 41.952972412109375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -14437,18 +54032,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_880", - "measurement time": "2023-05-09T19:18:29+00:00", - "sample document": { - "sample identifier": "X16", - "sample role type": "unknown sample role", - "location identifier": "E8", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -14457,14 +54045,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_880", + "measurement time": "2023-05-09T19:18:29+00:00", + "sample document": { + "sample identifier": "X16", + "sample role type": "unknown sample role", + "location identifier": "E8", + "well plate identifier": "555" + }, "assay bead count": { "value": 652, "unit": "#" @@ -14479,10 +54074,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 180.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 180.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 180.6052703857422, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22436384856700897, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + 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datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 387.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 359.3846130371094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.31914958357810974, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 114.69745635986328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 371.971435546875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 85.12084197998047, + "unit": 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"statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 142.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 147.7142791748047, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22323215007781982, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.974578857421875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 147.6923065185547, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 27.767274856567383, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation 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"fluorescence": { - "value": 368.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 368.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 361.6000061035156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20546498894691467, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 74.296142578125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 365.0434875488281, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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"has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 90.5, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 31.692584991455078, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14675,10 +54942,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 70.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 75.02702331542969, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.37580108642578125, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.19523811340332, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 72.8787841796875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.315717697143555, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -14699,18 +55014,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_896", - "measurement time": "2023-05-09T19:21:47+00:00", - "sample document": { - "sample identifier": "X17", - "sample role type": "unknown sample role", - "location identifier": "E9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -14719,14 +55027,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_896", + "measurement time": "2023-05-09T19:21:47+00:00", + "sample document": { + "sample identifier": "X17", + "sample role type": "unknown sample role", + "location identifier": "E9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1080, "unit": "#" @@ -14741,10 +55056,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 36.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 38.764705657958984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.45699018239974976, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.715089797973633, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 37.35483932495117, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.683106422424316, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14755,10 +55118,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 169.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 169.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 168.01785278320312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2625928521156311, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 44.12028503417969, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 166.82000732421875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.6154899597168, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14769,10 +55180,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 223.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 223.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 223.40908813476562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14895059168338776, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 33.27691650390625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 224.68333435058594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.738969802856445, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14783,10 +55242,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 85.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 81.57777404785156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20811931788921356, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.97791290283203, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 81.80487823486328, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.22546100616455, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14797,10 +55304,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 85.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 85.4153823852539, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25633037090301514, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.89455795288086, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 83.91525268554688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.374168395996094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14811,10 +55366,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 70.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 74.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2547149360179901, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.848905563354492, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 73.6440658569336, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.5638427734375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14825,10 +55428,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 45.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 45.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 68.91999816894531, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.6506352424621582, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 113.76177978515625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 47.869564056396484, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.563661575317383, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14839,10 +55490,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 203.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 203.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 199.15151977539062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19126279652118683, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.090274810791016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 199.63333129882812, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 28.091838836669922, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14853,10 +55552,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 278.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 278.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + 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"statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 34.622222900390625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23371057212352753, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.09157943725586, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.412498474121094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.333942413330078, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14881,10 +55676,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 46.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 45.121212005615234, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1812003254890442, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.175978660583496, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 44.81666564941406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.447944641113281, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14895,10 +55738,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.37035396695137024, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.147565841674805, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.97916793823242, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.94957447052002, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14909,10 +55800,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 38.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 38.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 38.530303955078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2735411822795868, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.539624214172363, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 38.31666564941406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.687594413757324, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14923,10 +55862,58 @@ "value": 74, "unit": "#" }, - "fluorescence": { - "value": 79.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 79.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 83.8108139038086, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3310168385505676, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.742788314819336, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 80.7727279663086, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.986418724060059, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -14937,10 +55924,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 166.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 166.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 172.78048706054688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20165975391864777, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 34.84286880493164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 173.05404663085938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 28.623947143554688, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -14961,18 +55996,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_912", - "measurement time": "2023-05-09T19:25:06+00:00", - "sample document": { - "sample identifier": "X18", - "sample role type": "unknown sample role", - "location identifier": "E10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -14981,14 +56009,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_912", + "measurement time": "2023-05-09T19:25:06+00:00", + "sample document": { + "sample identifier": "X18", + "sample role type": "unknown sample role", + "location identifier": "E10", + "well plate identifier": "555" + }, "assay bead count": { "value": 1126, "unit": "#" @@ -15003,10 +56038,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 17.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 17.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 18.044776916503906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5296565294265747, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2621011435985565, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.173540115356445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.61666488647461, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.974752902984619, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -15059,10 +56286,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 110.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 110.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 109.10606384277344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20473703742027283, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.33805274963379, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 30.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 32.47945022583008, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30070948600769043, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.766879081726074, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 32.0461540222168, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.515464782714844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard 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+56782,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 48.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 48.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 52.46268844604492, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4245814383029938, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.274682998657227, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 49.918033599853516, + "unit": "RFU", + "has statistic datum role": 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"E11", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -15243,14 +56991,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_928", + "measurement time": "2023-05-09T19:28:20+00:00", + "sample document": { + "sample identifier": "X19", + "sample role type": "unknown sample role", + "location identifier": "E11", + "well plate identifier": "555" + }, "assay bead count": { "value": 571, "unit": "#" @@ -15265,10 +57020,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 4923.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4923.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4856.10693359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10687828809022903, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 519.0123901367188, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4859.23095703125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 433.1661376953125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -15279,10 +57082,58 @@ "value": 27, "unit": "#" }, - "fluorescence": { - "value": 4090.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4090.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4063.851806640625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10122352093458176, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 411.3573913574219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4077.56005859375, 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}, { @@ -15461,10 +57888,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 2168.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2168.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2282.1201171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20019039511680603, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 456.8584899902344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2216.304443359375, + "unit": "RFU", + "has statistic 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"value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_944", + "measurement time": "2023-05-09T19:31:31+00:00", + "sample document": { + "sample identifier": "X20", + "sample role type": "unknown sample role", + "location identifier": "E12", + "well plate identifier": "555" + }, "assay bead count": { "value": 1074, "unit": "#" @@ -15527,10 +58002,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 2453.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2453.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2420.34375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"2023-05-09T18:56:57+00:00", - "sample document": { - "sample identifier": "X9", - "sample role type": "unknown sample role", - "location identifier": "F1", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -15767,14 +58955,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_960", + "measurement time": "2023-05-09T18:56:57+00:00", + "sample document": { + "sample identifier": "X9", + "sample role type": "unknown sample role", + "location identifier": "F1", + "well plate identifier": "555" + }, "assay bead count": { "value": 1204, "unit": "#" @@ -15789,10 +58984,58 @@ "value": 79, "unit": "#" }, - "fluorescence": { - "value": 201.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 201.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 205.69619750976562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2344088852405548, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 48.217018127441406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 205.33802795410156, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 502.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 507.77777099609375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14215251803398132, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 72.181884765625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 507.71234130859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 53.533084869384766, + 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"unit": "μL" @@ -16029,14 +59937,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_976", + "measurement time": "2023-05-09T19:00:07+00:00", + "sample document": { + "sample identifier": "X10", + "sample role type": "unknown sample role", + "location identifier": "F2", + "well plate identifier": "555" + }, "assay bead count": { "value": 1152, "unit": "#" @@ -16051,10 +59966,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 81.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 81.5, + "unit": "RFU", + "has statistic datum role": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 438.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 441.6470642089844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1893494576215744, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 83.6256332397461, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 440.6129150390625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 64.95758056640625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16079,10 +60090,58 @@ "value": 80, "unit": "#" }, - "fluorescence": { - "value": 435.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 435.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 421.7250061035156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17549289762973785, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 74.0097427368164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 429.0416564941406, + "unit": "RFU", + 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"value": 106.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 106.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 142.2948760986328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.4626797437667847, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 208.1318359375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 109.37142944335938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.499679565429688, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16149,10 +60400,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 267.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 267.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 271.4696960449219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22896908223628998, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 62.158164978027344, + "unit": "(unitless)", + "has 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 392.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 396.9814758300781, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13439233601093292, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 53.35127258300781, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 397.0625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 40.231990814208984, + "unit": "(unitless)", + "has statistic datum role": "trimmed 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document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_992", - "measurement time": "2023-05-09T19:03:12+00:00", - "sample document": { - "sample identifier": "X11", - "sample role type": "unknown sample role", - "location identifier": "F3", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -16291,14 +60919,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_992", + "measurement time": "2023-05-09T19:03:12+00:00", + "sample document": { + "sample identifier": "X11", + "sample role type": "unknown sample role", + "location identifier": "F3", + "well plate identifier": "555" + }, "assay bead count": { "value": 788, "unit": "#" @@ -16313,10 +60948,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 46.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 50.47999954223633, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4435189366340637, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.388835906982422, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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32.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3034767508506775, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.166471481323242, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.068180084228516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 292.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 295.8571472167969, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14505276083946228, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.91489791870117, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 295.5799865722656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.195770263671875, + "unit": "(unitless)", + "has statistic datum role": "trimmed 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gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -16553,14 +61901,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1008", + "measurement time": "2023-05-09T19:06:14+00:00", + "sample document": { + "sample identifier": "X12", + "sample role type": "unknown sample role", + "location identifier": "F4", + "well plate identifier": "555" + }, "assay bead count": { "value": 863, "unit": "#" @@ -16575,10 +61930,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.818180084228516, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4272252023220062, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.447978973388672, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 32.34693908691406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.837325096130371, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16589,10 +61992,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 133.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 133.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 137.4705810546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13515813648700714, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.58026885986328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 136.6666717529297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.118382453918457, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16603,10 +62054,58 @@ "value": 75, "unit": "#" }, - "fluorescence": { - "value": 169.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 169.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 169.8800048828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22647494077682495, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.47356414794922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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+ "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.199682235717773, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 61.28260803222656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.207878112792969, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16631,10 +62178,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 32.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 32.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2892514765262604, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.256047248840332, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 32.20000076293945, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.914125442504883, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16645,10 +62240,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 21.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 21.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 21.977272033691406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3001416325569153, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.596294403076172, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 21.924999237060547, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.644999980926514, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16659,10 +62302,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 20.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 20.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 21.28205108642578, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30773356556892395, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.549201488494873, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 20.97142791748047, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.452930927276611, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16673,10 +62364,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 179.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 179.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 170.8000030517578, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16381977498531342, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.980417251586914, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 171.30612182617188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.0517578125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16687,10 +62426,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 125.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 125.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 122.94999694824219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20946727693080902, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.75400161743164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 122.05555725097656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.5162410736084, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16701,10 +62488,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 28.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 28.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 242.24000549316406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 4.3706488609313965, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1058.7459716796875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 31.173913955688477, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.740507125854492, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16715,10 +62550,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 80.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 80.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 88.94117736816406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3949448764324188, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.126861572265625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 83.9111099243164, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.06514549255371, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16729,10 +62612,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 55.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 55.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.566036224365234, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25245895981788635, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.028143882751465, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 54.61701965332031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.911529541015625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16743,10 +62674,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 42.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 42.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 43.673912048339844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19608111679553986, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.563629150390625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 43.33333206176758, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.969153881072998, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16757,10 +62736,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 72.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 72.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 72.15789794921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.29919031262397766, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.588943481445312, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 72.0882339477539, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.039297103881836, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -16771,10 +62798,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 17.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 17.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 17.688888549804688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5357498526573181, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.476819038391113, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.975608825683594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.563108444213867, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -16795,18 +62870,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1024", - "measurement time": "2023-05-09T19:09:22+00:00", - "sample document": { - "sample identifier": "X13", - "sample role type": "unknown sample role", - "location identifier": "F5", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -16815,14 +62883,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1024", + "measurement time": "2023-05-09T19:09:22+00:00", + "sample document": { + "sample identifier": "X13", + "sample role type": "unknown sample role", + "location identifier": "F5", + "well plate identifier": "555" + }, "assay bead count": { "value": 650, "unit": "#" @@ -16837,10 +62912,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 12676.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 12676.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 12709.857421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09505581855773926, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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@@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 747.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 747.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 748.731689453125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10697291791439056, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 80.0940170288086, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 748.3513793945312, + "unit": "RFU", + "has statistic datum role": "trimmed 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} + ] + } + } + ] } }, { @@ -17113,10 +63956,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 618.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 618.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 614.3695678710938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.09702078998088837, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 59.60662078857422, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 613.6428833007812, + "unit": 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 324.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 330.3999938964844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12599019706249237, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 41.627159118652344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 327.72222900390625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 30.451580047607422, + "unit": 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+ { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1525.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1579.8800048828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1838778555393219, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 290.50494384765625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1572.977294921875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 220.5302734375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17295,10 +64762,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 2518.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2518.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2507.71044921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.08160687237977982, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 204.64642333984375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2500.294189453125, + "unit": "RFU", + "has 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setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1056", + "measurement time": "2023-05-09T19:15:46+00:00", + "sample document": { + "sample identifier": "X15", + "sample role type": "unknown sample role", + "location identifier": "F7", + "well plate identifier": "555" + }, "assay bead count": { "value": 821, "unit": "#" @@ -17361,10 +64876,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 230.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 230.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 226.67999267578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 828.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 825.8095092773438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14233215153217316, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 117.53924560546875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 832.8947143554688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 80.12483215332031, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17403,10 +65062,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 493.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 493.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 488.0416564941406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2028512954711914, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 98.99988555908203, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 987.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1015.8235473632812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21131309866905212, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 214.6568145751953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1015.7555541992188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 167.4198760986328, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17529,10 +65620,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 152.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 152.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 155.39999389648438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2493608444929123, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.750675201416016, + "unit": "(unitless)", + "has statistic datum role": "standard 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"2023-05-09T19:18:52+00:00", - "sample document": { - "sample identifier": "X16", - "sample role type": "unknown sample role", - "location identifier": "F8", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -17601,14 +65829,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1072", + "measurement time": "2023-05-09T19:18:52+00:00", + "sample document": { + "sample identifier": "X16", + "sample role type": "unknown sample role", + "location identifier": "F8", + "well plate identifier": "555" + }, "assay bead count": { "value": 820, "unit": "#" @@ -17623,10 +65858,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 93.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 93.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 92.62222290039062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30622389912605286, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.363140106201172, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 92.9756088256836, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 192.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 194.43182373046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22880755364894867, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 44.48746871948242, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 194.72500610351562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.393638610839844, + "unit": 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 46.269840240478516, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22780629992485046, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.54056167602539, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.71929931640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.210955619812012, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17749,10 +66416,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 784.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 784.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 788.0178833007812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12315144389867783, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 97.0455322265625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 786.4199829101562, + "unit": "RFU", 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document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 144.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 145.4791717529297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19230537116527557, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.976425170898438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 145.90908813476562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.64546012878418, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17805,10 +66664,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 99.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 99.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 614.7999877929688, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.020618438720703, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1857.076171875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 273.3043518066406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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+66811,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1088", + "measurement time": "2023-05-09T19:22:12+00:00", + "sample document": { + "sample identifier": "X17", + "sample role type": "unknown sample role", + "location identifier": "F9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1091, "unit": "#" @@ -17885,10 +66840,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 37.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 40.05714416503906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.42680004239082336, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.096389770507812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 38.774192810058594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.474018096923828, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17899,10 +66902,58 @@ "value": 73, "unit": "#" }, - "fluorescence": { - "value": 71.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical 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+ "value": 23.243465423583984, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 85.08474731445312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.01296043395996, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17941,10 +67088,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 173.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 173.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 174.8474578857422, + "unit": "RFU", + "has statistic 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.59090805053711, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6464169025421143, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 24.299400329589844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.016666412353516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.817339897155762, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17983,10 +67274,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 281.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 281.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 278.05712890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14376524090766907, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 39.97494888305664, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 278.32257080078125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 27.99869728088379, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -17997,10 +67336,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 81.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 81.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 80.6567153930664, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + 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{ + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 81.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 83.16363525390625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24696874618530273, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 20.538818359375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 81.61224365234375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.51822280883789, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18039,10 +67522,58 @@ "value": 76, "unit": "#" }, - "fluorescence": { - "value": 36.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.644737243652344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3356121778488159, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.634032249450684, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 37.04411697387695, + 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dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 43.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 197.83999633789062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.8229737281799316, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 558.4971313476562, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 103.73912811279297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 285.65875244140625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -18105,18 +67780,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1104", - "measurement time": "2023-05-09T19:25:32+00:00", - "sample document": { - "sample identifier": "X18", - "sample role type": "unknown sample role", - "location identifier": "F10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -18125,14 +67793,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1104", + "measurement time": "2023-05-09T19:25:32+00:00", + "sample document": { + "sample identifier": "X18", + "sample role type": "unknown sample role", + "location identifier": "F10", + "well plate identifier": "555" + }, "assay bead count": { "value": 1278, "unit": "#" @@ -18147,10 +67822,58 @@ "value": 75, "unit": "#" }, - "fluorescence": { - "value": 20.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 20.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 20.746665954589844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.31677570939064026, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.57204008102417, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 37.20277404785156, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 147.2857208251953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.620267868041992, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18175,10 +67946,58 @@ "value": 86, "unit": "#" }, - "fluorescence": { - "value": 64.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 64.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 66.36046600341797, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3221132457256317, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.37558364868164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 66.66666412353516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.88437843322754, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18189,10 +68008,58 @@ "value": 84, "unit": "#" }, - "fluorescence": { - "value": 31.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 31.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 32.238094329833984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2680777311325073, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.642315864562988, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 31.8157901763916, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.82878303527832, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18203,10 +68070,58 @@ "value": 68, "unit": "#" }, - "fluorescence": { - "value": 15.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 15.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 16.33823585510254, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4978713393211365, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.134339332580566, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 15.967741966247559, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.593508243560791, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18217,10 +68132,58 @@ "value": 102, "unit": "#" }, - "fluorescence": { - "value": 156.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 156.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 154.78431701660156, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2096583992242813, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.45183181762695, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 157.3586883544922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.59175682067871, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18231,10 +68194,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 128.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 128.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 130.20755004882812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2135292887687683, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.803125381469727, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 130.34042358398438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.994603157043457, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18245,10 +68256,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 25.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 25.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 28.479999542236328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.32736822962760925, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.323447227478027, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 28.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.446780681610107, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18259,10 +68318,58 @@ "value": 67, "unit": "#" }, - "fluorescence": { - "value": 22.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 22.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 22.432836532592773, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2898550033569336, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.502269744873047, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 22.360654830932617, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.549873352050781, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18273,10 +68380,58 @@ "value": 95, "unit": "#" }, - "fluorescence": { - "value": 105.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 105.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 108.50526428222656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2319742739200592, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.170429229736328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 106.95294189453125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 18.85401725769043, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18287,10 +68442,58 @@ "value": 59, "unit": "#" }, - "fluorescence": { - "value": 70.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 71.59322357177734, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2204558104276657, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.783141136169434, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.75471496582031, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.33180046081543, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18301,10 +68504,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 39.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 39.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 40.046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2614576816558838, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.470562934875488, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 40.17241287231445, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.887671947479248, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18315,10 +68566,58 @@ "value": 89, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.57303237915039, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3151238262653351, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.579662322998047, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.2716064453125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.145569801330566, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18329,10 +68628,58 @@ "value": 74, "unit": "#" }, - "fluorescence": { - "value": 50.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 50.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 52.67567443847656, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25353479385375977, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.35511589050293, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 51.787879943847656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.352112770080566, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18343,10 +68690,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 56.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 56.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 56.20000076293945, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20708781480789185, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.638335227966309, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 55.98147964477539, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.721578598022461, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -18367,18 +68762,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1120", - "measurement time": "2023-05-09T19:28:42+00:00", - "sample document": { - "sample identifier": "X19", - "sample role type": "unknown sample role", - "location identifier": "F11", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -18387,14 +68775,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1120", + "measurement time": "2023-05-09T19:28:42+00:00", + "sample document": { + "sample identifier": "X19", + "sample role type": "unknown sample role", + "location identifier": "F11", + "well plate identifier": "555" + }, "assay bead count": { "value": 592, "unit": "#" @@ -18409,10 +68804,58 @@ "value": 34, "unit": "#" }, - "fluorescence": { - "value": 1504.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 514.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 509.05712890625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.139036625623703, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 70.777587890625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 507.3870849609375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 60.976322174072266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18437,10 +68928,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 2198.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2198.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2150.59521484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16676482558250427, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 358.6436462402344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1899.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1927.84619140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12764889001846313, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 246.08741760253906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1922.625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 215.71173095703125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18493,10 +69176,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 3889.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3889.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3905.4375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26439037919044495, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1032.56005859375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3885.892822265625, + "unit": "RFU", + "has 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document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1405.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1432.3125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.33670368790626526, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 482.2649230957031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1381.2857666015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 302.4679870605469, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18549,10 +69424,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 2461.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2461.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2529.47998046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15499337017536163, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 392.0526123046875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2516.391357421875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical 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"has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4026.756103515625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 290.0777282714844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18577,10 +69548,58 @@ "value": 28, "unit": "#" }, - "fluorescence": { - "value": 6654.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6654.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6683.9287109375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + 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822.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 836.2307739257812, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12660543620586395, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 105.8713607788086, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 832.375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 78.84150695800781, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18605,10 +69672,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 2107.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2107.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2072.666748046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1237485483288765, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 256.489501953125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2079.53125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 209.51417541503906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -18629,18 +69744,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1136", - "measurement time": "2023-05-09T19:31:56+00:00", - "sample document": { - "sample identifier": "X20", - "sample role type": "unknown sample role", - "location identifier": "F12", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -18649,14 +69757,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1136", + "measurement time": "2023-05-09T19:31:56+00:00", + "sample document": { + "sample identifier": "X20", + "sample role type": "unknown sample role", + "location identifier": "F12", + "well plate identifier": "555" + }, "assay bead count": { "value": 1048, "unit": "#" @@ -18671,10 +69786,58 @@ "value": 66, "unit": "#" }, - "fluorescence": { - "value": 1620.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1620.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1638.6514892578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18496248126029968, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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+70530,58 @@ "value": 69, "unit": "#" }, - "fluorescence": { - "value": 612.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 612.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 609.3768310546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16183754801750183, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 98.62005615234375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 614.8253784179688, + "unit": "RFU", + "has statistic datum role": 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- "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -18911,14 +70739,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1152", + "measurement time": "2023-05-09T18:57:20+00:00", + "sample document": { + "sample identifier": "X21", + "sample role type": "unknown sample role", + "location identifier": "G1", + "well plate identifier": "555" + }, "assay bead count": { "value": 874, "unit": "#" @@ -18933,10 +70768,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 492.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 492.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 508.4599914550781, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18873022496700287, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 95.9617691040039, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 507.9545593261719, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 78.13285064697266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -18947,10 +70830,58 @@ "value": 71, "unit": "#" }, - "fluorescence": { - "value": 920.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 920.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 899.0985717773438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18481162190437317, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 166.16387939453125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 912.5555419921875, + "unit": "RFU", 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 500.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 498.3584899902344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15758229792118073, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 78.53247833251953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 500.4893493652344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 59.94013977050781, + "unit": "(unitless)", + "has 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+ ] + } + } + ] } }, { @@ -19129,10 +71636,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 222.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 222.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 359.0400085449219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.861669898033142, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 668.4139404296875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 227.6086883544922, + "unit": "RFU", 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threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1168", + "measurement time": "2023-05-09T19:00:30+00:00", + "sample document": { + "sample identifier": "X22", + "sample role type": "unknown sample role", + "location identifier": "G2", + "well plate identifier": "555" + }, "assay bead count": { "value": 751, "unit": "#" @@ -19195,10 +71750,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 369.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 369.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 386.4186096191406, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical 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"statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 156.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 154.45237731933594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16252219676971436, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.101940155029297, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 154.36842346191406, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 20.024877548217773, + "unit": "(unitless)", + "has statistic 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{ + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 107.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 109.05128479003906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2566474378108978, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.98773193359375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 108.62857055664062, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 22.333152770996094, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + 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- "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 838.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 834.7058715820312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10691563040018082, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 89.24310302734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 839.04443359375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 70.52625274658203, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19363,10 +72494,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 272.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 272.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 272.9333190917969, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16059604287147522, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 43.83201217651367, + "unit": "(unitless)", + "has statistic datum 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"2023-05-09T19:03:35+00:00", - "sample document": { - "sample identifier": "X23", - "sample role type": "unknown sample role", - "location identifier": "G3", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -19435,14 +72703,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1184", + "measurement time": "2023-05-09T19:03:35+00:00", + "sample document": { + "sample identifier": "X23", + "sample role type": "unknown sample role", + "location identifier": "G3", + "well plate identifier": "555" + }, "assay bead count": { "value": 775, "unit": "#" @@ -19457,10 +72732,58 @@ "value": 36, "unit": "#" }, - "fluorescence": { - "value": 84.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 84.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 87.19444274902344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22904154658317566, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.971149444580078, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.914590835571289, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19471,10 +72794,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 36.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.772727966308594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23421607911586761, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.612764358520508, + "unit": 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 153.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 156.5399932861328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21543051302433014, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 33.72349166870117, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 155.0454559326172, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.664108276367188, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19527,10 +73042,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 186.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 186.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 189.39999389648438, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.17193543910980225, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.564571380615234, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 187.55555725097656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.959699630737305, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19541,10 +73104,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 80.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 80.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 78.17778015136719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2012406885623932, + "unit": 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] + } + } + ] } }, { @@ -19583,10 +73290,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 34.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 33.020408630371094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.31705182790756226, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.4691801071167, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.31111145019531, + "unit": "RFU", + 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"fluorescence": { - "value": 86.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 86.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 86.58536529541016, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23705580830574036, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 20.525564193725586, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.59459686279297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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+73685,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1200", + "measurement time": "2023-05-09T19:06:38+00:00", + "sample document": { + "sample identifier": "X24", + "sample role type": "unknown sample role", + "location identifier": "G4", + "well plate identifier": "555" + }, "assay bead count": { "value": 896, "unit": "#" @@ -19719,10 +73714,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 55.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 55.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 57.30188751220703, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2759862244129181, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.814532279968262, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 56.89361572265625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.90767765045166, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19733,10 +73776,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 114.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical 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-19747,10 +73838,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 68.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 67.45833587646484, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3211715519428253, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.665699005126953, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 67.13636016845703, + "unit": "RFU", + "has statistic datum 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document": [ + { + "statistical value": { + "value": 62.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 61.48147964477539, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.36270472407341003, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.299623489379883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 60.14583206176758, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.450736045837402, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19803,10 +74086,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 34.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 238.8800048828125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.378282070159912, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 807.0040283203125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 89.17391204833984, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 269.1234436035156, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19817,10 +74148,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 142.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 142.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 143.33999633789062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1280398666858673, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.353235244750977, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 142.56817626953125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.596165657043457, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19831,10 +74210,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 19.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 21.021276473999023, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 31.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 34.55356979370117, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30252212285995483, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.453219413757324, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 33.86000061035156, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.791380882263184, + "unit": "(unitless)", + "has statistic datum role": 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"value": 37.5476188659668, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.668399810791016, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -19887,10 +74458,58 @@ "value": 69, "unit": "#" }, - "fluorescence": { - "value": 173.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 173.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 172.2463836669922, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15241190791130066, + "unit": "(unitless)", + "has statistic datum 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"location identifier": "G5", + "well plate identifier": "555" + }, "assay bead count": { "value": 672, "unit": "#" @@ -19981,10 +74696,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 733.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 733.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 735.756103515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10825740545988083, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 79.65104675292969, + "unit": "(unitless)", + "has statistic datum role": "standard 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{ + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1900.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1979.280029296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19442468881607056, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 384.8208923339844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1946.9130859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 312.8502197265625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20037,10 +74944,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 1062.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1062.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1032.709716796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1466798037290573, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 151.4776611328125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1036.5185546875, + 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"#" }, - "fluorescence": { - "value": 502.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 502.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 493.1219482421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18023431301116943, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 88.87749481201172, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 500.16217041015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 54.82624816894531, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20107,10 +75254,58 @@ "value": 32, "unit": "#" }, - "fluorescence": { - "value": 6216.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 6216.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6213.65625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13248512148857117, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 823.2169799804688, + "unit": 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}, + { + "statistical value": { + "value": 0.15931436419487, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 751.1890869140625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4778.15576171875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 382.0243225097656, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20135,10 +75378,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 1298.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3795.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3762.1025390625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1453464776277542, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 546.808349609375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3823.771484375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 290.09442138671875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20163,10 +75502,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 4026.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 4026.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4024.8076171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1438455432653427, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 578.9506225585938, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -20221,14 +75649,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1232", + "measurement time": "2023-05-09T19:12:57+00:00", + "sample document": { + "sample identifier": "X26", + "sample role type": "unknown sample role", + "location identifier": "G6", + "well plate identifier": "555" + }, "assay bead count": { "value": 1469, "unit": "#" @@ -20243,10 +75678,58 @@ "value": 81, "unit": "#" }, - "fluorescence": { - "value": 321.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 830.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 805.0814208984375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.187477245926857, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 150.93443298339844, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 817.576904296875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 91.23375701904297, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20271,10 +75802,58 @@ "value": 92, "unit": "#" }, - "fluorescence": { - "value": 5969.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 5969.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 6007.47802734375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10201454162597656, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 612.8501586914062, + "unit": "(unitless)", + "has statistic datum 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"has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1167.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.4273250102996826, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 2832.688232421875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 894.7222290039062, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 79.53545379638672, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20313,10 +75988,58 @@ "value": 88, "unit": "#" }, - "fluorescence": { - "value": 167.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 167.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 168.5, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15607915818691254, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.29933738708496, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 168.85000610351562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.32080841064453, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20327,10 +76050,58 @@ "value": 92, "unit": "#" }, - "fluorescence": { - "value": 2136.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2136.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2104.53271484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16402806341648102, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 345.2024230957031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2132.646240234375, + "unit": 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"#" }, - "fluorescence": { - "value": 2492.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2492.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2507.627685546875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20137953758239746, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 504.9848937988281, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2497.6904296875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 387.46539306640625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20397,10 +76360,58 @@ "value": 93, "unit": "#" }, - "fluorescence": { - "value": 1428.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1428.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1417.9246826171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15457400679588318, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 219.17430114746094, 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statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 634.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 942.280029296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.5329926013946533, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1444.50830078125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 657.7825927734375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 64.15815734863281, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -20463,18 +76618,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1248", - "measurement time": "2023-05-09T19:16:10+00:00", - "sample document": { - "sample identifier": "X27", - "sample role type": "unknown sample role", - "location identifier": "G7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -20483,14 +76631,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1248", + "measurement time": "2023-05-09T19:16:10+00:00", + "sample document": { + "sample identifier": "X27", + "sample role type": "unknown sample role", + "location identifier": "G7", + "well plate identifier": "555" + }, "assay bead count": { "value": 887, "unit": "#" @@ -20505,10 +76660,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 210.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 210.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 211.42222595214844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13390439748764038, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.310365676879883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 210.68292236328125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 24.273895263671875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20519,10 +76722,58 @@ "value": 73, "unit": "#" }, - "fluorescence": { - "value": 487.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 487.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 493.58905029296875, + 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+77404,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 1012.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1012.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1045.09619140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2528996467590332, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 264.304443359375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1034.434814453125, + "unit": "RFU", + "has statistic datum role": 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- "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -20745,14 +77613,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1264", + "measurement time": "2023-05-09T19:19:17+00:00", + "sample document": { + "sample identifier": "X28", + "sample role type": "unknown sample role", + "location identifier": "G8", + "well plate identifier": "555" + }, "assay bead count": { "value": 1150, "unit": "#" @@ -20767,10 +77642,58 @@ "value": 80, "unit": "#" }, - "fluorescence": { - "value": 400.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 400.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 386.75, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20173165202140808, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 78.01971435546875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 393.2638854980469, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 47.73282241821289, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20781,10 +77704,58 @@ "value": 71, "unit": "#" }, - "fluorescence": { - "value": 81.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 81.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 80.81690216064453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22798916697502136, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.425378799438477, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 81.82539367675781, + "unit": "RFU", 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 66.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 64.81012725830078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18102316558361053, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.732133865356445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 64.5633773803711, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.110013961791992, + "unit": "(unitless)", + 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{ + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 373.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 367.9375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15150363743305206, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 55.74386978149414, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 369.25, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 47.37093734741211, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -20963,10 +78510,58 @@ "value": 81, "unit": "#" }, - "fluorescence": { - "value": 72.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 72.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 77.81481170654297, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30682146549224854, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 23.875253677368164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 76.97260284423828, + "unit": "RFU", + "has statistic datum role": 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"unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1280", + "measurement time": "2023-05-09T19:22:39+00:00", + "sample document": { + "sample identifier": "X29", + "sample role type": "unknown sample role", + "location identifier": "G9", + "well plate identifier": "555" + }, "assay bead count": { "value": 1298, "unit": "#" @@ -21029,10 +78624,58 @@ "value": 63, "unit": "#" }, - "fluorescence": { - "value": 80.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 80.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 84.11111450195312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 276.05682373046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.15493381023406982, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.77053451538086, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 274.7749938964844, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 35.535675048828125, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21057,10 +78748,58 @@ "value": 88, "unit": "#" }, - "fluorescence": { - "value": 224.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 224.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 223.9545440673828, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1890738159418106, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.34394073486328, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 224.47500610351562, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 25.098779678344727, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21071,10 +78810,58 @@ "value": 65, "unit": "#" }, - "fluorescence": { - "value": 176.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 176.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 179.23077392578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21233528852462769, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 38.0570182800293, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 38.62666702270508, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3566189110279083, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.77500057220459, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 38.3283576965332, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.380989074707031, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21127,10 +79058,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 49.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 49.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.599998474121094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.7396001815795898, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 41.121768951416016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 48.60869598388672, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" 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datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 72.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 70.17808532714844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.26451581716537476, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.56321144104004, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.69230651855469, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.451211929321289, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21197,10 +79368,58 @@ "value": 78, "unit": "#" }, - "fluorescence": { - "value": 199.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 199.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 199.2051239013672, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14861521124839783, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.60491371154785, + "unit": "(unitless)", + "has statistic datum role": "standard deviation 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"unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 8.939262390136719, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 45.27027130126953, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.845727443695068, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21225,10 +79492,58 @@ "value": 82, "unit": "#" }, - "fluorescence": { - "value": 164.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 164.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 162.03659057617188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2722793221473694, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 44.11921310424805, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 161.55404663085938, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 32.87008285522461, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -21249,18 +79564,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1296", - "measurement time": "2023-05-09T19:25:56+00:00", - "sample document": { - "sample identifier": "X30", - "sample role type": "unknown sample role", - "location identifier": "G10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -21269,14 +79577,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1296", + "measurement time": "2023-05-09T19:25:56+00:00", + "sample document": { + "sample identifier": "X30", + "sample role type": "unknown sample role", + "location identifier": "G10", + "well plate identifier": "555" + }, "assay bead count": { "value": 909, "unit": "#" @@ -21291,10 +79606,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 39.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 39.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 39.70909118652344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24567845463752747, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.755668640136719, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 39.18367385864258, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 7.093639850616455, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21305,10 +79668,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 73.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 73.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 75.5952377319336, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2594200670719147, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.61092185974121, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 74.60526275634766, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.994665145874023, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21319,10 +79730,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 33.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 33.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3410285711288452, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 11.935999870300293, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.318180084228516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.92285442352295, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21333,10 +79792,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 51.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 51.0, + "unit": 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 158.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 159.8000030517578, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1320098340511322, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.095170974731445, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 159.8135528564453, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.117536544799805, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21361,10 +79916,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 17.33333396911621, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4453566372394562, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.719514846801758, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 16.926828384399414, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.389015197753906, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21375,10 +79978,58 @@ "value": 54, "unit": "#" }, - "fluorescence": { - "value": 63.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 63.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 67.83333587646484, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28947532176971436, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.636075973510742, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 67.22916412353516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 16.057395935058594, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21389,10 +80040,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 16.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 16.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical 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+80164,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 105.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 105.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 112.8245620727539, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.20823492109775543, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 23.4940128326416, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 111.47058868408203, + "unit": "RFU", + "has statistic datum role": 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"unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21487,10 +80474,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 26.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 26.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 55.439998626708984, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.636467218399048, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 146.16574096679688, + "unit": "(unitless)", + "has statistic datum role": "standard 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"detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1312", + "measurement time": "2023-05-09T19:29:05+00:00", + "sample document": { + "sample identifier": "X31", + "sample role type": "unknown sample role", + "location identifier": "G11", + "well plate identifier": "555" + }, "assay bead count": { "value": 732, "unit": "#" @@ -21553,10 +80588,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 2017.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2017.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 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+ }, + { + "statistical value": { + "value": 0.09970583021640778, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 181.73980712890625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1822.2608642578125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 136.193115234375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21623,10 +80898,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 3980.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3613.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3441.67578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19968760013580322, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 687.2599487304688, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3537.636474609375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 348.2552795410156, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21651,10 +81022,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 717.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 717.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 717.868408203125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11260265111923218, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 80.8338851928711, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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+ { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1076.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1063.1163330078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16122545301914215, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 171.40139770507812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1064.5897216796875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 135.91903686523438, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -21707,10 +81270,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 2114.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2114.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2456.838623046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.6204676032066345, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1524.388916015625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2134.666748046875, + "unit": "RFU", + 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identifier": "555" + }, "assay bead count": { "value": 942, "unit": "#" @@ -21815,10 +81570,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 2485.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2485.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2483.921630859375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1134345754981041, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 281.7625732421875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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{ - "value": 646.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 646.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 755.9600219726562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4982627034187317, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 376.66668701171875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 694.521728515625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2348.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2373.928466796875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2580186724662781, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 612.5178833007812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2348.0400390625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 482.5117492675781, + "unit": "(unitless)", + "has statistic datum role": 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analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -22055,14 +82523,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1344", + "measurement time": "2023-05-09T18:57:44+00:00", + "sample document": { + "sample identifier": "X21", + "sample role type": "unknown sample role", + "location identifier": "H1", + "well plate identifier": "555" + }, "assay bead count": { "value": 873, "unit": "#" @@ -22077,10 +82552,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 71.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 235.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 416.239990234375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.6147798299789429, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 672.135986328125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 320.478271484375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 446.0836486816406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -22297,18 +83492,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1360", - "measurement time": "2023-05-09T19:00:53+00:00", - "sample document": { - "sample identifier": "X22", - "sample role type": "unknown sample role", - "location identifier": "H2", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -22317,14 +83505,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1360", + "measurement time": "2023-05-09T19:00:53+00:00", + "sample document": { + "sample identifier": "X22", + "sample role type": "unknown sample role", + "location identifier": "H2", + "well plate identifier": "555" + }, "assay bead count": { "value": 832, "unit": "#" @@ -22339,10 +83534,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 194.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 194.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 193.8867950439453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2152392566204071, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + 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{ @@ -22507,10 +84278,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 282.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 282.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 290.8809509277344, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22704072296619415, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 66.04182434082031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 289.8157958984375, + "unit": "RFU", + "has statistic 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identifier": "H3", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -22579,14 +84487,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1376", + "measurement time": "2023-05-09T19:03:59+00:00", + "sample document": { + "sample identifier": "X23", + "sample role type": "unknown sample role", + "location identifier": "H3", + "well plate identifier": "555" + }, "assay bead count": { "value": 904, "unit": "#" @@ -22601,10 +84516,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 85.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 91.24561309814453, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4057542383670807, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 37.023292541503906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 86.90196228027344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.333499908447266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22615,10 +84578,58 @@ "value": 64, "unit": "#" }, - "fluorescence": { - "value": 46.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 46.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 46.703125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22332407534122467, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.429931640625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.46511459350586, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3213737905025482, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 12.04030704498291, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 37.33333206176758, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.333959579467773, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22671,10 +84826,58 @@ "value": 57, "unit": "#" }, - "fluorescence": { - "value": 188.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 188.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 188.24562072753906, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.18619348108768463, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.050106048583984, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 187.74510192871094, + "unit": "RFU", + "has statistic datum role": 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"RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 70.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 70.80000305175781, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2619571089744568, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.54656219482422, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 71.05084991455078, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.472832679748535, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22741,10 +85136,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 149.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 149.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 168.0263214111328, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.30369725823402405, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 51.02913284301758, + "unit": "(unitless)", + "has statistic datum 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 85.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 93.0, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.5259793400764465, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 48.91607666015625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 85.88372039794922, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.684704780578613, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22797,10 +85384,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 77.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 77.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 91.97826385498047, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.7296939492225647, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 67.11598205566406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 82.73809814453125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.111160278320312, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -22821,18 +85456,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1392", - "measurement time": "2023-05-09T19:07:01+00:00", - "sample document": { - "sample identifier": "X24", - "sample role type": "unknown sample role", - "location identifier": "H4", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -22841,14 +85469,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1392", + "measurement time": "2023-05-09T19:07:01+00:00", + "sample document": { + "sample identifier": "X24", + "sample role type": "unknown sample role", + "location identifier": "H4", + "well plate identifier": "555" + }, "assay bead count": { "value": 790, "unit": "#" @@ -22863,10 +85498,58 @@ "value": 49, "unit": "#" }, - "fluorescence": { - "value": 19.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 19.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 19.897958755493164, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + 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"median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 100.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 96.58181762695312, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2349397838115692, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 22.69091033935547, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 96.87754821777344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 15.27747917175293, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22905,10 +85684,58 @@ "value": 44, "unit": "#" }, - "fluorescence": { - "value": 31.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 31.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 31.590909957885742, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25123435258865356, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.936721324920654, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + 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feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 61.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 60.83636474609375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24554148316383362, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.937850952148438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 60.693878173828125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.516995429992676, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -22961,10 +85932,58 @@ "value": 53, "unit": "#" }, - "fluorescence": { - "value": 140.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 140.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 139.64151000976562, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19248880445957184, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 26.879426956176758, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 138.34042358398438, + "unit": "RFU", + "has statistic 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"unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 17.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 17.404254913330078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2775428593158722, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 4.830427169799805, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 17.372093200683594, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"2023-05-09T19:10:08+00:00", - "sample document": { - "sample identifier": "X25", - "sample role type": "unknown sample role", - "location identifier": "H5", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -23103,14 +86451,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1408", + "measurement time": "2023-05-09T19:10:08+00:00", + "sample document": { + "sample identifier": "X25", + "sample role type": "unknown sample role", + "location identifier": "H5", + "well plate identifier": "555" + }, "assay bead count": { "value": 896, "unit": "#" @@ -23125,10 +86480,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 1448.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1448.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1506.3404541015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.34435591101646423, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 518.7172241210938, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 1472.44189453125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean 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"has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 495.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 491.3662109375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.16806142032146454, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 82.57969665527344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 494.3650817871094, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 46.54664611816406, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23195,10 +86790,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 12919.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 12919.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 12789.8203125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.07545623928308487, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 965.0717163085938, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3686.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3594.679931640625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21078285574913025, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 757.6968994140625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3687.8408203125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 306.63885498046875, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23251,10 +87038,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 1289.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1289.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1294.5635986328125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.47545886039733887, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 615.51171875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"unit": "μL" @@ -23365,14 +87433,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1424", + "measurement time": "2023-05-09T19:13:20+00:00", + "sample document": { + "sample identifier": "X26", + "sample role type": "unknown sample role", + "location identifier": "H6", + "well plate identifier": "555" + }, "assay bead count": { "value": 778, "unit": "#" @@ -23387,10 +87462,58 @@ "value": 43, "unit": "#" }, - "fluorescence": { - "value": 335.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 335.0, + "unit": "RFU", + "has statistic datum role": 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{ @@ -23415,10 +87586,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 596.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 596.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1173.6458740234375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 3.418139934539795, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 4011.685546875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 598.1136474609375, + "unit": "RFU", + "has statistic datum 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- "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2438.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2420.72509765625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2386937141418457, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 577.8118286132812, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2433.138916015625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 483.27105712890625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23485,10 +87896,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 5825.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 5825.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 5839.65478515625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10418301075696945, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 608.3927612304688, + "unit": "(unitless)", + "has statistic datum 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aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2179.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2131.72412109375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1658647209405899, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 353.5778503417969, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2145.40380859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 256.0611267089844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23541,10 +88144,58 @@ "value": 25, "unit": "#" }, - "fluorescence": { - "value": 618.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 618.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 824.280029296875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.1681547164916992, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 962.8865966796875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + 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+88402,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1440", - "measurement time": "2023-05-09T19:16:32+00:00", - "sample document": { - "sample identifier": "X27", - "sample role type": "unknown sample role", - "location identifier": "H7", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -23627,14 +88415,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1440", + "measurement time": "2023-05-09T19:16:32+00:00", + "sample document": { + "sample identifier": "X27", + "sample role type": "unknown sample role", + "location identifier": "H7", + "well plate identifier": "555" + }, "assay bead count": { "value": 621, "unit": "#" @@ -23649,10 +88444,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 489.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 489.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 506.7368469238281, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2169649451971054, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 109.94413757324219, + "unit": "(unitless)", + "has statistic datum role": "standard 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document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 69.53333282470703, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19847865402698517, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.800883293151855, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 69.73076629638672, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.018214225769043, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23705,10 +88692,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 2074.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2074.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2081.281982421875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10004138201475143, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 208.21432495117188, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + 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"statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 319.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 314.7407531738281, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1985846310853958, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 62.5026741027832, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 316.8399963378906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 34.3167610168457, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23761,10 +88940,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 866.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 866.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 839.7435913085938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24244903028011322, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 203.5950164794922, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 866.914306640625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 105.40882873535156, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23775,10 +89002,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 1022.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1022.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1035.199951171875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2475099265575409, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 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"arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14649920165538788, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 70.73348236083984, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 485.0555419921875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 54.214359283447266, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23803,10 +89126,58 @@ "value": 37, "unit": "#" }, - "fluorescence": { - "value": 193.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 193.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 197.729736328125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14347979426383972, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 28.370220184326172, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 197.51515197753906, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.19364356994629, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23817,10 +89188,58 @@ "value": 26, "unit": "#" }, - "fluorescence": { - "value": 203.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 203.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 418.8846130371094, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 2.5679173469543457, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1075.6610107421875, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 210.0, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 26.992752075195312, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23831,10 +89250,58 @@ "value": 31, "unit": "#" }, - "fluorescence": { - "value": 834.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 834.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 846.774169921875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.13933826982975006, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 117.98805236816406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 844.5925903320312, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 71.52904510498047, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23845,10 +89312,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 118.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 118.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 122.19999694824219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 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"device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -23889,14 +89397,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1456", + "measurement time": "2023-05-09T19:19:41+00:00", + "sample document": { + "sample identifier": "X28", + "sample role type": "unknown sample role", + "location identifier": "H8", + "well plate identifier": "555" + }, "assay bead count": { "value": 771, "unit": "#" @@ -23911,10 +89426,58 @@ "value": 35, "unit": "#" }, - "fluorescence": { - "value": 102.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 102.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 105.0857162475586, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2393338829278946, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 25.150571823120117, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 103.29032135009766, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 19.5332088470459, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -23925,10 +89488,58 @@ "value": 40, "unit": 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role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 74.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 75.8499984741211, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21907953917980194, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 16.617183685302734, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 75.88888549804688, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.011786460876465, + "unit": "(unitless)", 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{ + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 242.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 235.08511352539062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.25380611419677734, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 59.666038513183594, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 238.13954162597656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 45.1577033996582, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24051,10 +90046,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 143.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 143.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 140.23403930664062, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2327238917350769, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 32.63581085205078, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 142.9534912109375, + "unit": "RFU", + "has 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"statistic dimension document": [ + { + "statistical value": { + "value": 106.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 109.39215850830078, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.19213591516017914, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 21.01816177368164, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 109.33333587646484, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 17.06804656982422, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24107,10 +90294,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 400.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 400.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 382.7450866699219, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24947205185890198, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 95.48420715332031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 395.5555419921875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 51.512821197509766, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -24131,18 +90366,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1472", - "measurement time": "2023-05-09T19:23:02+00:00", - "sample document": { - "sample identifier": "X29", - "sample role type": "unknown sample role", - "location identifier": "H9", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -24151,14 +90379,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1472", + "measurement time": "2023-05-09T19:23:02+00:00", + "sample document": { + "sample identifier": "X29", + "sample role type": "unknown sample role", + "location identifier": "H9", + "well plate identifier": "555" + }, "assay bead count": { "value": 801, "unit": "#" @@ -24173,10 +90408,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 36.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 36.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.57692337036133, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2899610996246338, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 10.895845413208008, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 37.130435943603516, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 8.513019561767578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24187,10 +90470,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 83.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 83.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 81.74545288085938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21098190546035767, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 17.24681282043457, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 82.2244873046875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.66271686553955, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24201,10 +90532,58 @@ "value": 39, "unit": "#" }, - "fluorescence": { - "value": 82.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 82.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 86.66666412353516, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22780998051166534, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 19.7435302734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 85.19999694824219, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 13.96803092956543, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24215,10 +90594,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 34.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 35.543479919433594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3711063861846924, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 13.190411567687988, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 34.738094329833984, + "unit": "RFU", + "has statistic datum role": 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datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 34.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 36.07843017578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2536008358001709, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 9.149520874023438, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 35.844444274902344, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 6.885279178619385, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24285,10 +90904,58 @@ "value": 52, "unit": "#" }, - "fluorescence": { - "value": 176.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 176.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 176.84616088867188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2002328783273697, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 35.41041564941406, + "unit": "(unitless)", + "has statistic datum role": "standard deviation 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+ "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.884376525878906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 199.7083282470703, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.171344757080078, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24313,10 +91028,58 @@ "value": 56, "unit": "#" }, - "fluorescence": { - "value": 279.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 279.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 283.25, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1443890929222107, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 40.89821243286133, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 280.4599914550781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 28.48143768310547, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24327,10 +91090,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 68.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 69.8780517578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.27086833119392395, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 18.927751541137695, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 69.16216278076172, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 14.589786529541016, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24341,10 +91152,58 @@ "value": 45, "unit": "#" }, - "fluorescence": { - "value": 227.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 227.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 228.37777709960938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12023992836475372, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 27.460126876831055, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 228.8780517578125, + "unit": "RFU", + "has 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"statistical value": { + "value": 14.502511978149414, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 80.39534759521484, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 10.033609390258789, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24369,10 +91276,58 @@ "value": 48, "unit": "#" }, - "fluorescence": { - "value": 37.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 37.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 37.54166793823242, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.39961114525794983, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 15.002068519592285, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 36.65909194946289, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.669764518737793, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -24393,18 +91348,11 @@ "measurement aggregate document": { "measurement document": [ { - "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1488", - "measurement time": "2023-05-09T19:26:19+00:00", - "sample document": { - "sample identifier": "X30", - "sample role type": "unknown sample role", - "location identifier": "H10", - "well plate identifier": "555" - }, "device control aggregate document": { "device control document": [ { "device type": "multi analyte profiling analyzer", + "detector gain setting": "2198", "sample volume setting": { "value": 50.0, "unit": "μL" @@ -24413,14 +91361,21 @@ "value": 1.0, "unit": "(unitless)" }, - "detector gain setting": "2198", - "minimum assay bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1488", + "measurement time": "2023-05-09T19:26:19+00:00", + "sample document": { + "sample identifier": "X30", + "sample role type": "unknown sample role", + "location identifier": "H10", + "well plate identifier": "555" + }, "assay bead count": { "value": 781, "unit": "#" @@ -24435,10 +91390,58 @@ "value": 38, "unit": "#" }, - "fluorescence": { - "value": 72.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 72.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 74.9473648071289, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.391493022441864, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 29.341371536254883, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 73.26470947265625, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 21.346078872680664, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24449,10 +91452,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 68.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 68.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 70.65217590332031, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.2031944990158081, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.356132507324219, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 70.38095092773438, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 12.127277374267578, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24463,10 +91514,58 @@ "value": 42, "unit": "#" }, - "fluorescence": { - "value": 134.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 134.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 136.45237731933594, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14551468193531036, + "unit": "(unitless)", + "has statistic 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"statistical value": { + "value": 21.059999465942383, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3132713735103607, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 6.597495079040527, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 20.886363983154297, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 5.243893146514893, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24491,10 +91638,58 @@ "value": 47, "unit": "#" }, - "fluorescence": { - "value": 47.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 47.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 49.1489372253418, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.28877002000808716, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 14.192739486694336, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 48.906978607177734, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 11.451375007629395, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24505,10 +91700,58 @@ "value": 60, "unit": "#" }, - "fluorescence": { - "value": 160.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 160.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 156.61666870117188, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.22258824110031128, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 34.861026763916016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 159.05555725097656, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 23.38312339782715, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24519,10 +91762,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 106.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 106.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 109.98039245605469, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.21561753749847412, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + 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"fluorescence": { - "value": 165.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 165.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 165.27777099609375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.14356288313865662, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 23.727754592895508, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 163.375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 31.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 39.20000076293945, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.0767804384231567, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 42.20979309082031, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 31.7391300201416, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 9.803605079650879, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24631,10 +92258,58 @@ "value": 46, "unit": "#" }, - "fluorescence": { - "value": 14.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 14.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 15.608695983886719, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.4660181701183319, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 7.273935794830322, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical 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bead count setting": { + "minimum assay bead count threshold setting": { "value": 25, "unit": "#" } } ] }, + "measurement identifier": "BIORAD_BIOPLEX_TEST_ID_1504", + "measurement time": "2023-05-09T19:29:28+00:00", + "sample document": { + "sample identifier": "X31", + "sample role type": "unknown sample role", + "location identifier": "H11", + "well plate identifier": "555" + }, "assay bead count": { "value": 758, "unit": "#" @@ -24697,10 +92372,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 12504.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 12504.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 12593.080078125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.0883638858795166, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1112.7734375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 12565.11328125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 831.6154174804688, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24711,10 +92434,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 3845.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3845.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 4119.6748046875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.23037278652191162, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 949.06103515625, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 4048.72216796875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 647.1083984375, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24725,10 +92496,58 @@ "value": 55, "unit": "#" }, - "fluorescence": { - "value": 2024.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2024.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2025.654541015625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.12065858393907547, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 244.41261291503906, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2022.3265380859375, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 154.37973022460938, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24739,10 +92558,58 @@ "value": 41, "unit": "#" }, - "fluorescence": { - "value": 1198.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 1198.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 1901.43896484375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.3940138816833496, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 2650.63232421875, + "unit": "(unitless)", + "has statistic datum role": "standard 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+ "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 3661.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 3577.859619140625, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.11582785844802856, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 414.41583251953125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 3599.313720703125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 291.16314697265625, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -24795,10 +92806,58 @@ "value": 50, "unit": "#" }, - "fluorescence": { - "value": 744.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 744.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 738.0599975585938, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.1397639960050583, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 103.15421295166016, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 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"value": 38, "unit": "#" }, - "fluorescence": { - "value": 2088.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2088.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2149.921142578125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10165843367576599, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 218.55760192871094, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2142.11767578125, + "unit": "RFU", + "has statistic datum role": "trimmed 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count": { "value": 887, "unit": "#" @@ -24959,10 +93354,58 @@ "value": 70, "unit": "#" }, - "fluorescence": { - "value": 2207.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 2207.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 2149.585693359375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.3036385178565979, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 652.697021484375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 2160.9677734375, + 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"#" }, - "fluorescence": { - "value": 738.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 738.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 889.5333251953125, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 1.1342929601669312, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 1008.991455078125, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 763.9444580078125, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, 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role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 363.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 371.0943298339844, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.24256522953510284, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 90.01458740234375, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 367.5957336425781, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 73.80192565917969, + "unit": "(unitless)", + "has 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}, { @@ -25141,10 +94160,58 @@ "value": 51, "unit": "#" }, - "fluorescence": { - "value": 613.0, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 613.0, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 605.7254638671875, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.10033263266086578, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 60.77403259277344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 605.7555541992188, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 50.96440505981445, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } }, { @@ -25155,10 +94222,58 @@ "value": 40, "unit": "#" }, - "fluorescence": { - "value": 764.5, - "unit": "RFU", - "has statistic datum role": "median role" + "statistics aggregate document": { + "statistics document": [ + { + "statistical feature": "fluorescence", + "statistic dimension aggregate document": { + "statistic dimension document": [ + { + "statistical value": { + "value": 764.5, + "unit": "RFU", + "has statistic datum role": "median role" + } + }, + { + "statistical value": { + "value": 731.5999755859375, + "unit": "RFU", + "has statistic datum role": "arithmetic mean role" + } + }, + { + "statistical value": { + "value": 0.29965105652809143, + "unit": "(unitless)", + "has statistic datum role": "coefficient of variation role" + } + }, + { + "statistical value": { + "value": 219.22471618652344, + "unit": "(unitless)", + "has statistic datum role": "standard deviation role" + } + }, + { + "statistical value": { + "value": 727.8055419921875, + "unit": "RFU", + "has statistic datum role": "trimmed arithmetic mean role" + } + }, + { + "statistical value": { + "value": 192.90171813964844, + "unit": "(unitless)", + "has statistic datum role": "trimmed standard deviation role" + } + } + ] + } + } + ] } } ] @@ -25177,12 +94292,19 @@ } ], "data system document": { + "ASM file identifier": "bio-rad_bio-plex_manager_example_01.json", + "data system instance identifier": "N/A", "file name": "bio-rad_bio-plex_manager_example_01.xml", "UNC path": "tests/parsers/biorad_bioplex_manager/testdata/bio-rad_bio-plex_manager_example_01.xml", - "software name": "“Bio-Plex Manager", - "software version": "6.2.0.175", "ASM converter name": "allotropy_bio_rad_bio_plex_manager", - "ASM converter version": "0.1.61" + "ASM converter version": "0.1.97", + "software name": "Bio-Plex Manager", + "software version": "6.2.0.175" + }, + "device system document": { + "equipment serial number": "LX12345678912", + "firmware version": "2.6.1", + "product manufacturer": "Bio-Rad" } } }