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510(k) Data Aggregation
(151 days)
GRADILEIDEN V TEST
GradiLeiden V is a simple functional clotting test system intended for screening of resistance to Activated Protein C in plasma from individuals with the Factor V (Leiden) defect. It can also be performed on plasma from patients on stabilized oral anticoagulant or heparin therapy.
The GradiLeiden V Test is a lyophilized paired reagent containing 5 vials of whole diluted Agkistrodon contortrix venom and 5 vials of phospholipid rich Russell's Viper Venom time reagent.
Here's a breakdown of the acceptance criteria and study information for the GradiLeiden V Test, based on the provided 510(k) summary:
Acceptance Criteria and Device Performance
Acceptance Criteria | Reported Device Performance |
---|---|
Sensitivity | 100% |
Specificity | 98.8% |
Within Run Precision for FVL+ plasma | 1.1% |
Within Run Precision for normal plasma | 1.9% |
Within Run Precision at cutoff | 0.9% |
Total Precision for FVL+ plasma | 8.9% |
Total Precision for borderline normal plasma | 1.6% |
Total Precision for normal plasma | 5.6% |
Identifies Factor V Leiden status correctly | 163/164 individuals |
Identifies Oral Anticoagulated plasmas | 35/36 |
Identifies heparinized plasmas | 21/21 |
Identifies Lupus Anticoagulant positive plasmas | 12/12 |
Study Details
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Sample size used for the test set and the data provenance:
- Test Set Size: 164 individuals (This number includes 35 oral anticoagulated plasmas, 21 heparinized plasmas, and 12 Lupus Anticoagulant positive plasmas, alongside other samples).
- Data Provenance: Not explicitly stated (e.g., country of origin). The submission is from Australia, suggesting the data may originate from there or an international collaboration. It describes the comparison as "GradiLeiden V was compared against the predicate device in a series of clotting assays," implying a prospective approach for the comparison study, but the source of the patient samples (retrospective/prospective collection) is not specified.
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Number of experts used to establish the ground truth for the test set and the qualifications of those experts:
- Number of Experts: Not specified.
- Qualifications of Experts: Not specified. The ground truth was established by "DNA analysis," which implies a laboratory-based, molecular diagnostic method rather than expert interpretation of a diagnostic image or clinical presentation.
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Adjudication method for the test set:
- Not applicable as the ground truth was based on DNA analysis, not expert consensus requiring adjudication.
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If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance:
- Not applicable. This is not an AI-based diagnostic device; it's a laboratory clotting test. The comparison was between two laboratory tests (GradiLeiden V and Coatest APC Resistance V) with ground truth established by DNA analysis.
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If a standalone (i.e., algorithm only without human-in-the-loop performance) was done:
- Yes, a standalone performance was done for the GradiLeiden V device. Its performance was evaluated against DNA analysis as the ground truth.
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The type of ground truth used:
- DNA analysis (specifically mentioned: "all results confirmed by DNA analysis"). This is a highly accurate, molecular diagnostic method for determining Factor V Leiden status.
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The sample size for the training set:
- Not explicitly stated. The document focuses on the test set used for validation. The device's cut-off of 1.57 was "obtained by ROC analysis," which implies a dataset was used to determine this threshold, but whether this constitutes a distinct "training set" in a machine learning sense, or if it was part of the overall validation process, is not detailed.
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How the ground truth for the training set was established:
- Assuming the "training set" (or data used for ROC analysis) was drawn from similar sources as the test set, the ground truth would have been established by DNA analysis.
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