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510(k) Data Aggregation

    K Number
    K062153
    Date Cleared
    2006-11-21

    (117 days)

    Product Code
    Regulation Number
    868.5440
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Portable Oxygen Generator (POG) is intended to produce oxygen for emergency use at 6 lpm for at least 15 minutes.

    Device Description

    The Molecular Products' POG is a chemical based portable oxygen generator which generates 99% oxygen for 15 minutes at a flow rate of 6 lpm. It is a self-contained device with the oxygen delivered via a standard oxygen face mask or nasal cannula.

    AI/ML Overview

    The document describes the acceptance criteria and performance of the POG (Portable Oxygen Generator) device.

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance CriteriaReported Device Performance
    Test flow rate6 Lpm
    DurationAt least 15 minutes
    % Oxygen99%
    External canister temperature< 45°C

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

    The document does not explicitly state the sample size used for the test set or the data provenance (e.g., country of origin, retrospective or prospective). It mentions "Testing" as a category, implying that tests were conducted, but lacks details on the experimental design.

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

    Not applicable. This device is a portable oxygen generator, and its performance criteria are based on measurable physical properties (flow rate, oxygen concentration, temperature, duration), not on subjective expert assessment of medical images or conditions. Therefore, there is no mention of experts establishing ground truth in this context.

    4. Adjudication Method for the Test Set

    Not applicable, as expert adjudication is not relevant for the type of objective performance criteria evaluated for this device.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    Not applicable. The POG is a medical device for generating oxygen, not an imaging or diagnostic AI tool that would typically undergo an MRMC study. Its effectiveness is measured by its physical output characteristics.

    6. Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study

    This concept is not directly applicable. The POG is a physical device, and its performance is inherently "standalone" in how it generates oxygen. There isn't an algorithm or human-in-the-loop component in its primary function that would be separately evaluated in this manner. The reported performance metrics are for the device operating independently.

    7. Type of Ground Truth Used

    The ground truth for this device's performance is based on direct physical measurements and engineering specifications, such as a calibrated flow meter for flow rate, an oxygen analyzer for % oxygen, a timer for duration, and a thermometer for temperature.

    8. Sample Size for the Training Set

    Not applicable. The POG is a hardware device where performance is determined by its design and manufacturing process, not trained using a data set like an AI algorithm.

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

    Not applicable, as there is no "training set" in the context of this physical device. Performance is validated through engineering tests and quality control.

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