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510(k) Data Aggregation

    K Number
    K172512
    Manufacturer
    Date Cleared
    2018-02-02

    (165 days)

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

    The ACRO hCG Pregnancy Rapid Test is used by the consumer for the visual qualitative detection of Human Chorionic Gonadotropin (hCG) in urine. It is used to detect the pregnancy of HCG in urine as an indication of pregnancy.

    Device Description

    The ACRO HCG Pregnancy Rapid Test is designed to be tested in midstream mode. The ACRO HCG Pregnancy Rapid Test consists of a single test strip encased in plastic device housing, with or without an additional absorbent tip. The result is generated by immersing the tip in the urine stream for a sufficient amount of time to absorb an adequate sample volume. It is a rapid, one-step chromatographic immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the detection of pregnancy. The test utilizes a combination of antibodies including a monoclonal hCG antibody to selectively detect elevated levels of hCG.

    AI/ML Overview

    The ACRO HCG Pregnancy Rapid Test is a consumer-use device for the visual qualitative detection of Human Chorionic Gonadotropin (hCG) in urine to detect pregnancy.

    Here's an analysis of its acceptance criteria and the supporting study:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance CriteriaReported Device Performance
    Intended UseRapid qualitative detection of hCG to aid in the early detection of pregnancy.
    Cutoff25 mIU/mL
    Test PrincipleLateral flow Sandwich Immunochromatographic Assay
    Positive Result2 colored lines
    Negative Result1 colored line
    Detection ReagentColloidal gold
    SpecificityNegative at: hLH: 500mIU/ml hFSH: 1000mIU/mL hTSH: 1000 µIU/mL
    TraceabilityWHO 4th International Standard
    Critical Raw Materials (source) and Preparation FormulasAntibody and Antigen Nitrocellulose Membrane Colloidal Gold Conjugate Pad Sample Pad
    Component StripWidth and Length
    Critical Production ProcessMembrane spray/coating Conjugate Pad Sample pad treatment
    Storage Temperature35 – 86°F (2 – 30 °C)
    Read Time3 to 10 minutes
    Device FormatMidstream without Absorbent Tip and Midstream with Absorbent Tip
    Verification and ValidationLay user performance, Precision, Time Flex, Storage, and Stability Studies were conducted and passed acceptance criteria.

    2. Sample Size for the Test Set and Data Provenance

    The provided document does not explicitly state the sample size used for the test set or the data provenance (e.g., country of origin, retrospective/prospective). It only mentions that "Lay user performance, Precision, Time Flex, Storage and Stability Studies were conducted and passed acceptance criteria."

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

    This information is not provided in the document. The document refers to "Lay user performance" studies, which implies testing by intended users rather than experts establishing a ground truth for diagnostic accuracy. For an OTC device like a pregnancy test, the "ground truth" for lay user performance typically involves whether the user can correctly interpret the test result based on provided instructions, not necessarily the diagnostic accuracy of the device against a clinical "gold standard."

    4. Adjudication Method for the Test Set

    This information is not provided in the document. Given the nature of a rapid pregnancy test designed for consumer use, and the absence of specific details on expert interpretation, it's unlikely a formal adjudication method by multiple experts was employed for user performance studies.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and the Effect Size of How Much Human Readers Improve with AI vs. Without AI Assistance

    This question is not applicable to the ACRO HCG Pregnancy Rapid Test. This device is a standalone in-vitro diagnostic test, not an AI-assisted diagnostic tool.

    6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done

    The ACRO HCG Pregnancy Rapid Test is a standalone device in the sense that its result is determined by chemical reaction and visual interpretation by the user. There is no "algorithm only" component or AI involved. The "standalone" performance here refers to the device's inherent ability to detect hCG accurately without further human intervention beyond performing the test and reading the results. The document implies this through the "Precision, Storage and Stability Studies."

    7. The Type of Ground Truth Used (Expert Consensus, Pathology, Outcomes Data, etc.)

    For the performance studies (Precision, Specificity, etc.), the ground truth would likely be established through:

    • Known concentrations: For precision and specificity, controlled urine samples with known hCG levels (including negative controls and samples spiked with interfering substances like hLH, hFSH, hTSH) would be used.
    • WHO 4th International Standard: The document explicitly mentions "WHO 4th International Standard" for traceability, indicating that the device's performance is aligned with a recognized international standard for hCG measurement.

    For the "Lay user performance" studies, the "ground truth" would likely be based on comparison with the manufacturer's expected result for the tested samples, and the user's ability to correctly obtain and interpret that result according to the instructions.

    8. The Sample Size for the Training Set

    This information is not applicable as the ACRO HCG Pregnancy Rapid Test is a chemical assay, not a machine learning or AI-driven device that requires a training set in that context.

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

    This information is not applicable for the same reason as point 8.

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