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510(k) Data Aggregation

    K Number
    K983634
    Date Cleared
    1999-02-24

    (132 days)

    Product Code
    Regulation Number
    880.5725
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Provide controlled, continuous, intravenous fluid therapy for ambulatory patients.

    Device Description

    An infusion pump used to pump fluids into a patient in a controlled manner.

    AI/ML Overview

    The provided text does not contain detailed information about specific acceptance criteria or a comprehensive study report with quantified performance metrics for the Prepare™ Home Infusion Pump. The 510(k) summary primarily states that the device has been "functionally tested to confirm documented performance which demonstrates substantial equivalence to the predicate device."

    Therefore, I cannot populate all sections of your request. However, I will extract and present the available information to the best of my ability, indicating where data is not provided in the input.


    Acceptance Criteria and Study Details for Prepare™ Home Infusion Pump

    1. A table of acceptance criteria and the reported device performance

    Acceptance Criteria (Implied)Reported Device Performance
    Functional Equivalence to Predicate DeviceConfirmed documented performance. Demonstrates substantial equivalence to the predicate device (Homepump, Block Medical, Inc.) in design, material, intended use, and function.
    Safety and EffectivenessDeemed safe and effective for its intended use and meets all regulatory requirements to be found substantially equivalent.
    Controlled, Continuous Intravenous Fluid TherapyFunctions to pump fluids into a patient in a controlled manner.

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

    • Sample Size: Not specified in the provided text.
    • Data Provenance: Not specified (e.g., country of origin, retrospective or prospective). The text only mentions "functional testing."

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

    • This information is not provided. The concept of "ground truth" as typically applied in AI/diagnostic studies (e.g., expert consensus on medical images) does not directly apply to the functional testing of an infusion pump, which would likely involve engineering and performance specifications.

    4. Adjudication method for the test set

    • Not applicable/Not specified. Functional testing of a physical device like an infusion pump would follow established engineering test protocols rather than an adjudication method for interpreting medical data.

    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 Prepare™ Home Infusion Pump is a physical medical device, not an AI software or diagnostic tool that would involve human readers or AI assistance in the way typically assessed by an MRMC study.

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

    • Not applicable. The device is a physical pump, not an algorithm. Its performance is inherent to its mechanical and electronic functions.

    7. The type of ground truth used

    • Not explicitly stated in terms of "ground truth" as it would be for diagnostic accuracy. However, for an infusion pump, the "ground truth" for performance would be established by:
      • Engineering specifications: Predefined flow rates, accuracy tolerances, alarm thresholds, and other functional parameters.
      • Regulatory standards: Adherence to established industry and regulatory standards for infusion pump performance.
      • Comparison to predicate device: The core of the 510(k) summary is the demonstration of substantial equivalence to the legally marketed predicate device (Homepump). Therefore, the predicate's known performance characteristics serve as a benchmark.

    8. The sample size for the training set

    • Not applicable. This device is a physical product, not a machine learning model, so there is no concept of a "training set" in this context.

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

    • Not applicable, as there is no training set for a physical device.
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    K Number
    K970849
    Date Cleared
    1997-08-15

    (161 days)

    Product Code
    Regulation Number
    876.5980
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    This product must be used only under a doctor's prescription. Its indications for use are medical situations wherein the patient is nourished by an appropriate formula by various means passed into the stomach from the nasal passage. It is used for patients means of a taoo passod into the steman and to masticate or swallow food. The product is not for intravenous feeding.

    Device Description

    The Enteral Nutrition device is equivalent to the RPI Enteral Feeding Bag, manufactured by Ridge Products, Inc., carrying 510(k) number K902641. The device is a common enteral feeding bag.

    AI/ML Overview

    This K970849 submission for the "Enteral Nutrition" device, an enteral feeding bag and accessories, does not contain information about acceptance criteria or a study proving the device meets said criteria.

    The submission explicitly states:

    • "Clinical data is not needed for most devices cleared by the 510(k) process."
    • The device is "identical to units on the market with the exception of our private label" and is "equivalent to the RPI Enteral Feeding Bag, manufactured by Ridge Products, Inc., carrying 510(k) number K902641."

    This indicates that the device was cleared through the 510(k) pathway based on substantial equivalence to a predicate device, rather than through new performance studies with acceptance criteria. Therefore, the requested information categories cannot be filled from the provided text.

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