SampleTransportStabilityChecker

Sample Transport Stability

Liquid Biopsy жидкостная биопсия cfDNA ctDNA CTC exosomes NGS qPCR
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Utility description: Sample Transport Stability

Sample Transport Stability Checker — Verification of Sample Stability During Transport

Performs transport condition verification per CLSI GP44-A2, CAP/CLIA §GEN.48800, ISO 15189 §7.3.3, IATA Temperature Control Regulations and GDP: transit duration vs validated maximum, IoT temperature logger presence/functionality/data completeness, temperature excursion tracking (count, total/max duration, extreme values), stabilizer validation for transport conditions, packaging appropriateness (insulation, orientation, vibration protection), physical integrity at receipt (container damage, leakage, dry ice remaining, hemolysis/clotting visual check), and composite degradation risk index (0–100%). Four-tier classification: TRANSPORT_ACCEPTABLE / AT_RISK / REJECTED / MONITORING_GAP.

⚠️ Critical: Transport is the most vulnerable pre-analytical stage; errors here are irreversible. Missing logger ≠ "presumably OK"; this is MONITORING_GAP or REJECTED. Even brief RNA excursion can cause significant degradation. Leakage = dual problem: sample loss + biohazard. Dry ice must remain until receipt; complete evaporation = rejection. Transport stability validation must be performed FOR EACH matrix/stabilizer/packaging/season combination. IoT loggers must be calibrated; expired calibration = unreliable data. Tool assesses TRANSPORT CONDITIONS only; post-transport lab QC (nucleic acid integrity, hemolysis index, cell viability) performed separately. Both levels required. For AT_RISK status, testing decision made by laboratory director with documented justification.

Usage:
  SampleTransportStabilityChecker.exe                            → demo mode (console output)
  SampleTransportStabilityChecker.exe input.csv output.json      → evaluate your data

📍 Scope of Application:
     • Reference laboratories: Incoming inspection of all received samples.
     • Multi-center trials: Standardization of transport requirements across sites.
     • Biobanks: Verification of collection sample arrival conditions.
     • Courier services: Logistics quality feedback.
     • CAP/ISO accreditation: Documentation of pre-analytical transport management.

💡 Tips:
1. Logger Mandate: Require IoT logger for ALL clinical shipments; no exceptions.
2. Seasonal Validation: Validate transport conditions separately for summer and winter.
3. Real-Time Alerts: Use GSM/IoT loggers for real-time excursion notifications.
4. Receipt SOP: Standardize receiving procedure: photo, logger check, visual inspection.
5. Feedback Loop: Send AT_RISK/REJECTED statistics to senders for packaging improvement.

⚠️ Note: This utility assesses TRANSPORT CONDITIONS, not sample quality itself. Post-transport QC (nucleic acid integrity, hemolysis index, cell viability) is performed separately. Both levels are required: transport verification + laboratory QC. For AT_RISK status, the decision to proceed with testing is made by the laboratory director with documented justification.

input.csv

SampleID,PatientID,SampleType,AnalyteTarget,AssayName,OriginSite,DestinationLab,ShipDateTime_Utc,ReceiveDateTime_Utc,TransitDuration_Hours,MaxValidatedTransit_Hours,TransportMode,TempLogger_Present,TempLogger_Functional,Temp_Min_Recorded_C,Temp_Max_Recorded_C,Temp_Mean_Recorded_C,RequiredTempRange_C,RequiredTemp_Min_C,RequiredTemp_Max_C,TempWithinRange_EntireTransit,ExcursionCount,TotalExcursionDuration_Hours,MaxSingleExcursion_Hours,MaxAllowedExcursion_Hours,MaxAllowedSingleExcursion_Hours,ExcursionMaxTemp_C,ExcursionMinTemp_C,StabilizerUsed,Stabilizer_ValidatedForTransport,PackagingType,Packaging_AppropriateForTemp,TubeOrientation_Correct,VibrationProtection_Adequate,ContainerIntact_AtReceipt,Leakage_Detected,Hemolysis_VisualCheck,Clotting_Detected,DryIce_Remaining,FillVolume_Percent,StabilityData_ForTransportConditions,ValidationReference
TRSP-2026-001,PAT-LUNG-042,cfDNA_Streck,cfDNA,NSCLC_CGP,City Hospital,RefLab Central,2026-06-07T08:00:00,2026-06-07T20:00:00,12,72,Courier,true,true,18.5,24.2,21.0,15-30,15,30,true,0,0,0,4,2,0,0,Streck,true,Ambient_Envelope,true,true,true,true,false,false,false,false,95,true,IFU-Streck-v3.2
TRSP-2026-002,PAT-CRC-055,Whole_Blood,RNA,Immune_Profiling,Regional Clinic,RefLab Central,2026-06-06T14:00:00,2026-06-07T18:00:00,28,24,Courier,true,true,3.8,9.5,6.2,2-8,2,8,false,2,3.5,2.1,2,1,9.5,3.8,PAXgene,true,Insulated_Box,true,true,true,true,false,false,false,false,90,true,SOP-TRANSPORT-RNA-001
TRSP-2026-003,PAT-BRCA-061,Fresh_Tissue,RNA,WTS_Panel,Surgery Dept,Molecular Lab,2026-06-05T10:00:00,2026-06-06T22:00:00,36,4,Internal,false,false,0,0,0,-80±10,-90,-70,false,0,0,0,0.5,0.5,0,0,RNAlater,false,Dry_Ice_Shipper,false,false,false,false,true,false,false,false,60,false,

URS & FS — User Requirements and Functional Specification

This document describes the controlled interface and behaviour of SampleTransportStabilityChecker for Sample Transport Stability Checker.

Domain limits and critical parameters

Key fragments from the source description are shown below. Before production use, limits must be verified against the approved specification, registration dossier and local SOPs.
  • Performs transport condition verification per CLSI GP44-A2, CAP/CLIA §GEN.48800, ISO 15189 §7.3.3, IATA Temperature Control Regulations and GDP: transit duration vs validated maximum, IoT temperature logger presence/functionality/data completeness, temperature excursion tracking (count, total/max duration, extreme values), stabilizer validation for transport conditions, packaging appropriateness (insulation, orientation, vibration protection), physical integrity at receipt (container damage, lea
  • ⚠️ Critical: Transport is the most vulnerable pre-analytical stage; errors here are irreversible. Missing logger ≠ "presumably OK"; this is MONITORING_GAP or REJECTED. Even brief RNA excursion can cause significant degradation. Leakage = dual problem: sample loss + biohazard. Dry ice must remain until receipt; complete evaporation = rejection. Transport stability validation must be performed FOR EACH matrix/stabilizer/packaging/season combination. IoT loggers must be calibrated; expired calibrat
  • • CAP/ISO accreditation: Documentation of pre-analytical transport management.

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept an input.csv file for Sample Transport Stability Checker with headers defined in the data contract.HighThe file is processed without manual header editing.
URS-002The utility shall perform deterministic QC evaluation without machine learning and without probabilistic conformance decisions.HighIdentical input data, rule version and configuration produce reproducible results.
URS-003The utility shall validate mandatory fields, data types, ranges, units and domain plausibility.HighSchema, conversion and range errors are explicitly reported.
URS-004The utility shall apply domain limits and rules from the description, approved specification, registration dossier and local SOPs.HighEach check has PASS/WARNING/FAIL and a clear message.
URS-005The utility shall generate output.json with machine-readable results, source values, warnings, failures and critical findings.HighJSON is suitable for LIMS/ELN/MES integration and QA/QC review.
URS-006The utility shall preserve traceability between batch/sample, input file, applied rules and final status.HighOutput contains identifiers, checked parameters and audit metadata.
URS-007The documentation shall support IQ/OQ/PQ, CSV/CSA and review by internal QA or inspectors.MediumURS, FS, input/output contract and test scenarios are supplied with the utility.
URS-008The utility shall be used as a QC decision-support tool and not as a substitute for approved specifications and QA/QP release decision.MediumDocumentation states change control and limit-verification expectations.

input.csv contract

#FieldTypeSamplePurpose
1SampleIDstring / controlled vocabularyTRSP-2026-001Sample or laboratory specimen identifier.
2PatientIDstring / controlled vocabularyPAT-LUNG-042Controlled input parameter for deterministic QC rules.
3SampleTypestring / controlled vocabularycfDNA_StreckSample or laboratory specimen identifier.
4AnalyteTargetstring / controlled vocabularycfDNAControlled input parameter for deterministic QC rules.
5AssayNamestring / controlled vocabularyNSCLC_CGPControlled input parameter for deterministic QC rules.
6OriginSitestring / controlled vocabularyCity HospitalControlled input parameter for deterministic QC rules.
7DestinationLabstring / controlled vocabularyRefLab CentralControlled input parameter for deterministic QC rules.
8ShipDateTime_Utcstring / controlled vocabulary2026-06-07T08:00:00Time parameter for process, incubation, storage or analytical workflow.
9ReceiveDateTime_Utcstring / controlled vocabulary2026-06-07T20:00:00Time parameter for process, incubation, storage or analytical workflow.
10TransitDuration_Hoursinteger / decimal12Time parameter for process, incubation, storage or analytical workflow.
11MaxValidatedTransit_Hoursstring / controlled vocabulary72Time parameter for process, incubation, storage or analytical workflow.
12TransportModestring / controlled vocabularyCourierControlled input parameter for deterministic QC rules.
13TempLogger_Presentstring / controlled vocabularytrueTemperature profile/MKT; storage, shipping and stability parameter.
14TempLogger_Functionalstring / controlled vocabularytrueTemperature profile/MKT; storage, shipping and stability parameter.
15Temp_Min_Recorded_Cdecimal18.5Temperature profile/MKT; storage, shipping and stability parameter.
16Temp_Max_Recorded_Cdecimal24.2Temperature profile/MKT; storage, shipping and stability parameter.
17Temp_Mean_Recorded_Cdecimal21.0Temperature profile/MKT; storage, shipping and stability parameter.
18RequiredTempRange_Cstring / controlled vocabulary15-30Temperature profile/MKT; storage, shipping and stability parameter.
19RequiredTemp_Min_Cdecimal15Temperature profile/MKT; storage, shipping and stability parameter.
20RequiredTemp_Max_Cdecimal30Temperature profile/MKT; storage, shipping and stability parameter.
21TempWithinRange_EntireTransitstring / controlled vocabularytrueTemperature profile/MKT; storage, shipping and stability parameter.
22ExcursionCountinteger / decimal0Count parameter used for microbiological, particulate or cellular control.
23TotalExcursionDuration_Hoursinteger / decimal0Time parameter for process, incubation, storage or analytical workflow.
24MaxSingleExcursion_Hoursinteger / decimal0Time parameter for process, incubation, storage or analytical workflow.
25MaxAllowedExcursion_Hoursinteger / decimal4Time parameter for process, incubation, storage or analytical workflow.
26MaxAllowedSingleExcursion_Hoursinteger / decimal2Time parameter for process, incubation, storage or analytical workflow.
27ExcursionMaxTemp_Cdecimal0Temperature profile/MKT; storage, shipping and stability parameter.
28ExcursionMinTemp_Cdecimal0Temperature profile/MKT; storage, shipping and stability parameter.
29StabilizerUsedstring / controlled vocabularyStreckControlled input parameter for deterministic QC rules.
30Stabilizer_ValidatedForTransportstring / controlled vocabularytrueControlled input parameter for deterministic QC rules.
31PackagingTypestring / controlled vocabularyAmbient_EnvelopeControlled input parameter for deterministic QC rules.
32Packaging_AppropriateForTempstring / controlled vocabularytrueTemperature profile/MKT; storage, shipping and stability parameter.
33TubeOrientation_Correctstring / controlled vocabularytrueControlled input parameter for deterministic QC rules.
34VibrationProtection_Adequatestring / controlled vocabularytrueComponent ratio; structural or formulation CQA.
35ContainerIntact_AtReceiptstring / controlled vocabularytrueControlled input parameter for deterministic QC rules.
36Leakage_Detectedstring / controlled vocabularyfalseControlled input parameter for deterministic QC rules.
37Hemolysis_VisualCheckstring / controlled vocabularyfalseControlled input parameter for deterministic QC rules.
38Clotting_Detectedstring / controlled vocabularyfalseBatch or lot identifier used for traceability.
39DryIce_Remainingstring / controlled vocabularyfalseControlled input parameter for deterministic QC rules.
40FillVolume_Percentdecimal95Volume/dose used for load, limit or release calculation.
41StabilityData_ForTransportConditionsstring / controlled vocabularytrueControlled input parameter for deterministic QC rules.
42ValidationReferencestring / controlled vocabularyIFU-Streck-v3.2Controlled input parameter for deterministic QC rules.
SampleID,PatientID,SampleType,AnalyteTarget,AssayName,OriginSite,DestinationLab,ShipDateTime_Utc,ReceiveDateTime_Utc,TransitDuration_Hours,MaxValidatedTransit_Hours,TransportMode,TempLogger_Present,TempLogger_Functional,Temp_Min_Recorded_C,Temp_Max_Recorded_C,Temp_Mean_Recorded_C,RequiredTempRange_C,RequiredTemp_Min_C,RequiredTemp_Max_C,TempWithinRange_EntireTransit,ExcursionCount,TotalExcursionDuration_Hours,MaxSingleExcursion_Hours,MaxAllowedExcursion_Hours,MaxAllowedSingleExcursion_Hours,ExcursionMaxTemp_C,ExcursionMinTemp_C,StabilizerUsed,Stabilizer_ValidatedForTransport,PackagingType,Packaging_AppropriateForTemp,TubeOrientation_Correct,VibrationProtection_Adequate,ContainerIntact_AtReceipt,Leakage_Detected,Hemolysis_VisualCheck,Clotting_Detected,DryIce_Remaining,FillVolume_Percent,StabilityData_ForTransportConditions,ValidationReference
TRSP-2026-001,PAT-LUNG-042,cfDNA_Streck,cfDNA,NSCLC_CGP,City Hospital,RefLab Central,2026-06-07T08:00:00,2026-06-07T20:00:00,12,72,Courier,true,true,18.5,24.2,21.0,15-30,15,30,true,0,0,0,4,2,0,0,Streck,true,Ambient_Envelope,true,true,true,true,false,false,false,false,95,true,IFU-Streck-v3.2
TRSP-2026-002,PAT-CRC-055,Whole_Blood,RNA,Immune_Profiling,Regional Clinic,RefLab Central,2026-06-06T14:00:00,2026-06-07T18:00:00,28,24,Courier,true,true,3.8,9.5,6.2,2-8,2,8,false,2,3.5,2.1,2,1,9.5,3.8,PAXgene,true,Insulated_Box,true,true,true,true,false,false,false,false,90,true,SOP-TRANSPORT-RNA-001
TRSP-2026-003,PAT-BRCA-061,Fresh_Tissue,RNA,WTS_Panel,Surgery Dept,Molecular Lab,2026-06-05T10:00:00,2026-06-06T22:00:00,36,4,Internal,false,false,0,0,0,-80±10,-90,-70,false,0,0,0,0.5,0.5,0,0,RNAlater,false,Dry_Ice_Shipper,false,false,false,false,true,false,false,false,60,false,

Input validation rules

IDFieldRuleCriticality
VR-001SampleIDThe field shall match an approved dictionary or accepted string representation.High
VR-002PatientIDThe field shall match an approved dictionary or accepted string representation.High
VR-003SampleTypeThe field shall match an approved dictionary or accepted string representation.High
VR-004AnalyteTargetThe field shall match an approved dictionary or accepted string representation.Medium
VR-005AssayNameThe field shall match an approved dictionary or accepted string representation.Medium
VR-006OriginSiteThe field shall match an approved dictionary or accepted string representation.Medium
VR-007DestinationLabThe field shall match an approved dictionary or accepted string representation.Medium
VR-008ShipDateTime_UtcThe field shall match an approved dictionary or accepted string representation.Medium
VR-009ReceiveDateTime_UtcThe field shall match an approved dictionary or accepted string representation.Medium
VR-010TransitDuration_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-011MaxValidatedTransit_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-012TransportModeThe field shall match an approved dictionary or accepted string representation.Medium
VR-013TempLogger_PresentThe field shall match an approved dictionary or accepted string representation.Medium
VR-014TempLogger_FunctionalThe field shall match an approved dictionary or accepted string representation.Medium
VR-015Temp_Min_Recorded_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-016Temp_Max_Recorded_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-017Temp_Mean_Recorded_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-018RequiredTempRange_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-019RequiredTemp_Min_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-020RequiredTemp_Max_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-021TempWithinRange_EntireTransitThe field shall match an approved dictionary or accepted string representation.Medium
VR-022ExcursionCountThe field shall match an approved dictionary or accepted string representation.Medium
VR-023TotalExcursionDuration_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-024MaxSingleExcursion_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-025MaxAllowedExcursion_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-026MaxAllowedSingleExcursion_HoursThe field shall match an approved dictionary or accepted string representation.Medium
VR-027ExcursionMaxTemp_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-028ExcursionMinTemp_CThe field shall match an approved dictionary or accepted string representation.Medium
VR-029StabilizerUsedThe field shall match an approved dictionary or accepted string representation.Medium
VR-030Stabilizer_ValidatedForTransportThe field shall match an approved dictionary or accepted string representation.Medium
VR-031PackagingTypeThe field shall match an approved dictionary or accepted string representation.Medium
VR-032Packaging_AppropriateForTempThe field shall match an approved dictionary or accepted string representation.Medium
VR-033TubeOrientation_CorrectThe field shall match an approved dictionary or accepted string representation.Medium
VR-034VibrationProtection_AdequateThe field shall match an approved dictionary or accepted string representation.Medium
VR-035ContainerIntact_AtReceiptThe field shall match an approved dictionary or accepted string representation.Medium
VR-036Leakage_DetectedThe field shall match an approved dictionary or accepted string representation.Medium
VR-037Hemolysis_VisualCheckThe field shall match an approved dictionary or accepted string representation.Medium
VR-038Clotting_DetectedThe field shall match an approved dictionary or accepted string representation.Medium
VR-039DryIce_RemainingThe field shall match an approved dictionary or accepted string representation.Medium
VR-040FillVolume_PercentThe field shall match an approved dictionary or accepted string representation.Medium
VR-041StabilityData_ForTransportConditionsThe field shall match an approved dictionary or accepted string representation.Medium
VR-042ValidationReferenceThe field shall match an approved dictionary or accepted string representation.Medium

FS — Functional Specification

IDFunctionImplementation
FS-001CLI executionSupport execution modes: demo mode without arguments and production mode input.csv output.json.
FS-002CSV importRead input.csv in UTF-8/CSV-compatible format and validate header and expected columns.
FS-003Schema validationCheck mandatory fields, column count, unknown key fields and empty mandatory values.
FS-004Type conversionConvert numeric, flag and text values; invalid format is recorded as a row-level error.
FS-005Domain rule engineApply rules for Sample Transport Stability Checker, including critical limits from the description and approved specification.
FS-006Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-007JSON exportWrite output.json with detailed checks, source values, warnings, failures and critical findings.
FS-008Audit supportKeep result structure suitable for review, deviation investigation and calculation reproduction.
FS-009Integration contractSupport the scenario LIMS/ELN/MES → input.csv → utility → output.json → portal/admin review.
FS-010Error handlingReturn explicit messages for missing file, empty CSV, invalid schema, output write failure and invalid format.

Example output.json

{
  "utilityId": "sampletransportstabilitychecker",
  "utilityFolder": "SampleTransportStabilityChecker",
  "package": "LiquidBiopsy",
  "overallStatus": "PASS|WARNING|FAIL",
  "sourceFile": "input.csv",
  "processedAtUtc": "2026-06-10T00:00:00Z",
  "checks": [
    {
      "parameter": "SampleID",
      "value": "TRSP-2026-001",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-001"
    },
    {
      "parameter": "PatientID",
      "value": "PAT-LUNG-042",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-002"
    },
    {
      "parameter": "SampleType",
      "value": "cfDNA_Streck",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-003"
    },
    {
      "parameter": "AnalyteTarget",
      "value": "cfDNA",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-004"
    },
    {
      "parameter": "AssayName",
      "value": "NSCLC_CGP",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-005"
    },
    {
      "parameter": "OriginSite",
      "value": "City Hospital",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-006"
    },
    {
      "parameter": "DestinationLab",
      "value": "RefLab Central",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-007"
    },
    {
      "parameter": "ShipDateTime_Utc",
      "value": "2026-06-07T08:00:00",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-008"
    },
    {
      "parameter": "ReceiveDateTime_Utc",
      "value": "2026-06-07T20:00:00",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-009"
    },
    {
      "parameter": "TransitDuration_Hours",
      "value": "12",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-010"
    },
    {
      "parameter": "MaxValidatedTransit_Hours",
      "value": "72",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-011"
    },
    {
      "parameter": "TransportMode",
      "value": "Courier",
      "status": "PASS|WARNING|FAIL",
      "message": "Deterministic rule-based check result",
      "ruleReference": "FS-RULE-012"
    }
  ],
  "criticalFindings": [],
  "warnings": [],
  "audit": {
    "inputHash": "sha256:<calculated at runtime>",
    "rulesVersion": "<utility executable version>",
    "documentation": "SampleTransportStabilityChecker.documentation.html"
  }
}

Traceability matrix

URSFSTestEvidence
URS-001FS-001, FS-002OQ-001Verify execution and import of valid input.csv.
URS-002FS-005, FS-006OQ-004Repeat the same dataset and compare output.json.
URS-003FS-003, FS-004, FS-010OQ-002, OQ-003Verify missing columns and invalid types.
URS-004FS-005, FS-006OQ-004, PQ-001Verify critical deviations on real/boundary data.
URS-005FS-007, FS-009OQ-005Verify JSON schema and downstream-system suitability.
URS-006FS-008OQ-006Verify identifiers and audit metadata.
URS-007FS-008, FS-010IQ-001, OQ-007Verify documentation completeness and control evidence.
URS-008FS-005, FS-008PQ-002Verify review workflow and no replacement of QA decision.

IQ/OQ/PQ test scenarios

IDScenarioExpected result
IQ-001Verify executable, input.csv, documentation and checksum availability.Delivery set is complete; version is recorded.
OQ-001Valid sample row from input.csv.PASS or acceptable WARNING according to rules.
OQ-002Remove a mandatory CSV column.Schema error or FAIL with missing-column reference.
OQ-003Place a non-numeric value into a numeric field.Type-conversion error with row/field reference.
OQ-004Set a critical parameter outside the limit.FAIL and critical finding.
OQ-005Verify output.json structure.All mandatory sections are present and JSON is valid.
OQ-006Verify batch/sample traceability.Input and result identifiers match.
PQ-001Verify 3–5 real user batches/samples.Result is confirmed by QC/QA review.
PQ-002Verify deviation workflow and manual QA decision.Utility supports review but does not replace approved decision.

QA/QC and change control

  • Do not rename columns without updating validator, documentation and test set.
  • Retain input.csv, output.json, executable version and checksum.
  • Before production use, perform IQ/OQ/PQ or equivalent CSV/CSA verification.
  • Critical limits shall be verified against the approved specification, registration dossier and local SOPs.
  • The utility provides structured QC decision support; final release decision remains with QA/QP and approved procedures.

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