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510(k) Data Aggregation

    K Number
    K102175
    Manufacturer
    Date Cleared
    2010-08-25

    (23 days)

    Product Code
    Regulation Number
    862.1155
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The RapidVue hCG test is an immunoassay intended for the qualitative detection of human Chorionic Gonadotropin (hCG) in urine for the early detection of pregnancy. The test is intended for use by health care professionals.

    Device Description

    The RapidVue hCG test uses a monoclonal antibody specific to the beta subunit of hCG in a single-step technology to accurately detect hCG. The Dipstick is dipped in urine. If hCG is present in the specimen at a level of 25 mlU/mL or greater, a pink-to-red Test (T) Line will appear along with a blue procedural Control (C) Line in the test result area. If hCG is present at lower levels, or not present in the specimen, only a blue procedural Control Line will appear in the test result area.

    AI/ML Overview

    The provided text describes the RapidVue hCG test, an immunoassay for the qualitative detection of human Chorionic Gonadotropin (hCG) in urine for early pregnancy detection. The submission aims to demonstrate substantial equivalence to the predicate device, QuickVue One-Step hCG Urine Test (K020799).

    Here's an analysis of the acceptance criteria and study information provided:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state "acceptance criteria" as a pass/fail threshold. Instead, it describes performance characteristics that the RapidVue hCG test aimed to demonstrate as being "consistent with" or "substantially equivalent" to the predicate device. For the purpose of this analysis, we will infer the predicate device's performance as the de facto "acceptance criteria" where specified.

    Performance CharacteristicAcceptance Criteria (Inferred from Predicate)Reported Device Performance (RapidVue hCG)
    Sensitivity25 mIU/mL25 mIU/mL (verified as consistent with predicate)
    Prozone EffectNo prozone effect observedNo prozone effect observed (verified as consistent with predicate)
    Urinary pH AffectNot affected by variations in urinary pHNot affected by variations in urinary pH (verified)
    Procedural RobustnessConsistent with predicate's robustnessDemonstrated robustness
    Clinical AccuracyAccuracy consistent with QuickVue One-Step hCG Urine testAccuracy consistent with QuickVue One-Step hCG Urine test
    Reproducibility by POL personnelPerformance consistent with predicate when used by POL personnelPerformance evaluated by physician office personnel

    2. Sample Size Used for the Test Set and Data Provenance

    The document mentions "procured clinical urine samples" for the clinical sample testing but does not specify the sample size for this test set nor the country of origin of the data. It indicates these samples were used to verify accuracy against the predicate. The type of study (retrospective or prospective) for the clinical samples is also not explicitly stated.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts

    The document does not provide information on the number of experts used, or their qualifications, to establish the ground truth for the test set.

    4. Adjudication Method for the Test Set

    The document does not provide information on any adjudication method used for the test set. Given the nature of a rapid diagnostic test for a clear biomarker, adjudication by multiple readers might not be typically required unless there were ambiguous results.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    The document does not describe a multi-reader multi-case (MRMC) comparative effectiveness study. The "Physician Office Laboratory (POL) Reproducibility Study" involved physician office personnel, which implies multiple readers, but it focuses on reproducibility of the RapidVue hCG test itself, not a comparative effectiveness study with and without AI assistance (as this is a non-AI device). Therefore, an effect size of human readers improving with AI vs. without AI assistance is not applicable and not reported.

    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    This is a rapid diagnostic immunoassay device, not an AI algorithm. Therefore, the concept of "standalone (algorithm only without human-in-the-loop performance)" is not applicable. The device's performance is inherently "standalone" in that it produces a result based on the chemical reaction, and then a human reads that result. The studies describe the device's inherent performance characteristics.

    7. The Type of Ground Truth Used

    The document implies the ground truth for the clinical sample testing would be the actual presence or absence of hCG in the urine samples, likely determined by a definitive laboratory method or clinical diagnosis of pregnancy. However, it does not explicitly state the specific method used to establish this definitive ground truth (e.g., expert consensus, pathology, outcome data, or a reference laboratory test). Given it's a quantitative measurement (hCG), a highly sensitive and specific lab assay is the most probable ground truth.

    8. The Sample Size for the Training Set

    This is a rapid diagnostic immunoassay, not a machine learning model that requires a "training set." Therefore, the concept of a "sample size for the training set" is not applicable. The device's performance is based on its chemical and biological design, not learned from data.

    9. How the Ground Truth for the Training Set Was Established

    As this is not a machine learning device, the concept of a "training set" and establishing "ground truth for the training set" is not applicable.

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