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510(k) Data Aggregation

    K Number
    K051992
    Date Cleared
    2005-10-20

    (90 days)

    Product Code
    Regulation Number
    880.5570
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    POWERED PD-IO INTRAOSSEOUS INFUSION SYSTEM

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Powered PD-IO Intraosseous Infusion System provides intraosseous access in the proximal tibia, as an alternative to IV access during emergencies. The device is for use in pediatric patients, from birth to 21 years of age (approximate weight range: 3 kg - 39 kq).

    Device Description

    The Powered PD-IO Intraosseous Infusion System (which looks similar to a cordless drill) consists of a reusable battery powered driver connected to a single use disposable intraosseous (IO) needle assembly. Upon activation, the drill bit rapidly penetrates the cortex of the bone to a desired depth within the bone marrow. The driver then separates from the hub of the IO needle assembly, leaving the cannula securely seated in the bone. The trocar/stylet containing the drill bit is then removed. A standard Luer lock (part of the needle assembly) then permits attachment of standard syringes and IV lines for administration of drugs and fluids.

    AI/ML Overview

    Based on the provided text, here's an analysis of the acceptance criteria and study data for the Powered PD-IO Intraosseous Infusion System:

    It's important to note that the provided document is a 510(k) premarket notification summary and an FDA clearance letter. It focuses on demonstrating substantial equivalence to predicate devices rather than providing detailed clinical study results with specific acceptance criteria and performance metrics typically found in a full clinical study report. Therefore, some of the requested information (like specific numerical acceptance criteria, direct device performance against those criteria, and detailed ground truth methodology for studies) is not explicitly present. The document primarily discusses the comparison of technological characteristics to demonstrate equivalence.

    Here's what can be extracted and inferred:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document doesn't provide a table of pre-defined numerical acceptance criteria for a study. Instead, it relies on demonstrating substantial equivalence to predicate devices by comparing their technological characteristics. The "performance" assessment is qualitative, affirming similarity across various aspects.

    Acceptance Criteria Category (Inferred from Equivalence Claims)Reported Device Performance (as stated in the document)
    Indications for useSimilar to predicate devices
    Target populationSimilar to predicate devices (pediatric patients, birth to 21 years of age, 3 kg - 39 kg)
    Drill DesignSimilar to predicate devices
    Needle DesignSimilar to predicate devices
    TechniqueSimilar to predicate devices
    PerformanceSimilar to predicate devices (implicitly, it performs the function of providing intraosseous access)
    SterilitySimilar to predicate devices
    BiocompatibilitySimilar to predicate devices
    Mechanical SafetySimilar to predicate devices
    Anatomical siteSimilar to predicate devices (proximal tibia)
    Where usedSimilar to predicate devices (emergencies, as alternative to IV access)

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

    The document does not describe a clinical study with a "test set" in the sense of a dataset used to evaluate the device's performance against specific ground truth. It's a submission for regulatory clearance based on substantial equivalence to existing devices. Therefore, details like sample size for a test set, country of origin, or retrospective/prospective nature of a clinical study are not provided. The comparison is primarily against the specifications and known performance of the predicate devices.

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

    Since a "test set" with established ground truth for a clinical performance evaluation is not described, this information is not available in the document. The ground truth for the equivalence assessment relies on regulatory standards, engineering principles, and the established safety and effectiveness of the predicate devices.

    4. Adjudication Method for the Test Set

    Not applicable as a traditional "test set" with expert adjudication is not described.

    5. 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. The Powered PD-IO Intraosseous Infusion System is a medical device for physical access (a needle system), not an AI-powered diagnostic or assistive tool for human readers. Therefore, an MRMC study or AI-assisted improvement effect size is not relevant or mentioned.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done

    Not applicable, as it is a physical medical device, not an algorithm.

    7. The Type of Ground Truth Used

    The "ground truth" used for this 510(k) submission is the established safety and effectiveness of the predicate devices (PD-IO Disposable Intraosseous Infusion Needle K043490 and VidaPort Intraosseous Infusion System K032885). The new device is deemed substantially equivalent if its technological characteristics and performance are similar enough to these already-cleared devices, implying it also meets their established performance and safety profiles.

    8. The Sample Size for the Training Set

    Not applicable. The document describes a medical device, not a machine learning model that requires a training set.

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

    Not applicable, as there is no training set for a machine learning model.

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