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510(k) Data Aggregation

    K Number
    K974570
    Manufacturer
    Date Cleared
    1998-02-27

    (81 days)

    Product Code
    Regulation Number
    876.5630
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K910787

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

    Peritoneal dialysis connectors are used to connect the peritoneal dialysis catheter to the dialysate line.

    Device Description

    Peritoneal dialysis connectors are used to connect the peritoneal dialysis catherer to the dialysate line. Medigroup intends to market titanium connectors for use with their large diameter, low duromoter (Flex Neck™) cathere only. Those connectors have the same intended use, general configuration, and materials as titanium connectors marketed by Accurate Surgical Instruments.

    AI/ML Overview

    The provided text describes a Premarket Notification (510(k)) for a Peritoneal Dialysis Catheter Connector. This is a medical device submission seeking a determination of "substantial equivalence" to a legally marketed predicate device, rather than a study proving the device meets acceptance criteria in the same way a new, novel device might. Therefore, many of the requested elements for a typical study (like sample sizes for test/training sets, expert ground truth, MRMC studies, or standalone performance evaluation of an AI algorithm) are not applicable in this context.

    Here's an interpretation based on the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance

    For a 510(k) submission like this, "acceptance criteria" are generally tied to demonstrating substantial equivalence to the predicate device. The performance is shown through functional testing.

    Acceptance Criteria (Implied by Substantial Equivalence to Predicate)Reported Device Performance (Summary of Testing)
    Mechanical Integrity: Sufficient strength and durability for its intended use (connecting catheter to dialysate line).Functional testing performed to demonstrate mechanical integrity, including connector retention.
    Material Compatibility: Use of medical-grade titanium.Medical grade titanium used.
    Sterilization Efficacy: Compatible with 100% ETO sterilization.100% ETO sterilization method used.
    Configuration: Two-piece connector with specific connection method (main body with single, rounded barb; cap over catheter end with screw lock).Two-piece connector; main body with single, rounded barb; cap over the catheter end with screw lock onto main body.

    2. Sample size used for the test set and the data provenance

    The document does not specify the sample size for the functional testing. It only states "Functional testing has been performed". Data provenance is not applicable as this concerns mechanical device testing, not data generated from patients or populations.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

    Not applicable. Ground truth as typically defined for AI/diagnostic studies (e.g., expert labels on images) is not relevant for this type of mechanical device testing. The performance is assessed against engineering specifications and functional requirements.

    4. Adjudication method for the test set

    Not applicable. There's no indication of multiple human readers or adjudication processes in a medical image/diagnostic context.

    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. This is a mechanical device, not an AI or diagnostic tool where a MRMC study would be relevant.

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

    Not applicable. This is a mechanical medical device, not an algorithm. The "standalone" performance refers to the device's functional testing as described.

    7. The type of ground truth used

    For this device, the "ground truth" or reference standard for testing would be engineering specifications, functional requirements, and performance characteristics established for similar predicate devices. The testing verifies if the new device meets these pre-defined physical and mechanical criteria.

    8. The sample size for the training set

    Not applicable. This is a physical device being tested functionally; there is no "training set" in the machine learning sense.

    9. How the ground truth for the training set was established

    Not applicable. As there's no training set, there's no ground truth for it. The standards for device performance are derived from industry standards and the predicate device's established performance.

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