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510(k) Data Aggregation

    K Number
    K992793
    Manufacturer
    Date Cleared
    1999-11-16

    (89 days)

    Product Code
    Regulation Number
    876.5820
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    SODIUM BICARBONATE MIXING/DELIVERY SYSTEM, AND THE CONCENTRATE DELIVERY SYSTEM

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

    THE INTENDED USE OF THESE DEVICES IS TO ALLOW THE HEMODIAL YSIS FACILITY TO MIX SODIUM BICARBONATE POWDER WITH PURIFIED WATER THAT MEETS AAMI STANDARDS FOR HEMODIAL YSIS TREATING TO BUIL ALLOW MIXED SOLUTION TO BE AUTOMATICALLY DELIVERED TO THE ALLYSIS MACHINES. IT IS ALSO INTENDED TO AUTOMATICALLY DELIVER A PRE-MIXED CONCENTRATE SOLUTION TO THE DIALYSIS MACHINE.

    Device Description

    The central mixing and delivery sodium bicarbonate system (tank) is filled with AAMI standard water, into which a specific amount of sodium bicarbonate powder is poured. It is then mixed in the tank, checked for proper solution, then delivered either manually, or automatically to each patient station on the treatment floor, where it is then mixed/diluted by the dialysis machine for the intended treatment.

    The central delivery concentrate system works much the same way, with the exception that the solution is not mixed in the system provided by Better Water, Inc. The solution is either pre-mixed and bulk transferred, or it is mixed in a separate piece of equipment, and then transferred to the bulk storage and delivery system, provided by Better Water, Inc.

    AI/ML Overview

    This document, K992793, is a 510(k) summary for the Central Concentrate Delivery System for Dialysis and the Central Bicarbonate Mixing/Delivery System manufactured by Better Water, Inc. As such, it is a Premarket Notification for a medical device and does not contain the detailed study information typically found in a clinical trial report or a performance study.

    The primary purpose of a 510(k) submission is to demonstrate substantial equivalence to a predicate device, not necessarily to prove specific performance metrics against pre-defined acceptance criteria through a dedicated study. Instead, the focus is on showing that the new device is as safe and effective as a legally marketed device.

    Therefore, many of the requested elements for a detailed performance study will not be available in this document.

    However, I can extract the relevant information from the provided text as accurately as possible given the nature of a 510(k) summary:


    Acceptance Criteria and Device Performance (Based on Substantial Equivalence Claim)

    Since this is a 510(k) submission demonstrating substantial equivalence, the "acceptance criteria" are implicitly met if the device is found to be as safe and effective as the predicate device. The "device performance" is therefore considered equivalent to the predicate. Specific quantitative metrics are not typically provided in this section of a 510(k) summary.

    Acceptance Criteria CategoryReported Device Performance (Implied by Substantial Equivalence)
    SafetyEquivalent to the predicate device (G.E.M Water Systems, International Sodium Bicarbonate Mixers/Delivery Systems #K970674) in terms of patient and user safety during central delivery of concentrates and central mixing/delivery of sodium bicarbonate solution for hemodialysis.
    EffectivenessEquivalent to the predicate device in its ability to:
    • Mix sodium bicarbonate powder with purified water to AAMI standards for hemodialysis.
    • Automatically deliver the mixed bicarbonate solution to dialysis machines.
    • Automatically deliver a pre-mixed concentrate solution to dialysis machines. |
      | AAMI Standards Compliance | The central mixing and delivery sodium bicarbonate system is filled with AAMI standard water and mixes sodium bicarbonate powder to meet AAMI standards for hemodialysis. (Implies the final solution meets AAMI standards after mixing). |

    Note: The document explicitly states the sodium bicarbonate system is filled with "AAMI standard water" and mixes powder to "AAMI standards for hemodialysis treating." This suggests compliance with specific AAMI (Association for the Advancement of Medical Instrumentation) standards related to water quality and dialysate composition. However, it does not specify which AAMI standards (e.g., ANSI/AAMI RD62) or provide specific test results demonstrating this compliance.


    Study Details (Limitations due to 510(k) Nature)

    1. Sample size used for the test set and the data provenance:

      • Not specified. This document is a 510(k) summary, which generally relies on a comparison to a predicate device rather than a de novo clinical trial with a "test set" in the context of device performance metrics. If any testing was done (e.g., bench testing for AAMI compliance), the sample size and provenance are not detailed here.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

      • Not applicable/Not specified. This type of information is pertinent to studies involving human interpretation or subjective assessments, which is not the primary focus of demonstrating substantial equivalence for a central fluid delivery system.
    3. Adjudication method for the test set:

      • Not applicable/Not specified. See explanation above.
    4. 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 device is a fluid delivery system for dialysis, not an AI-powered diagnostic or interpretive tool. Therefore, an MRMC study related to human readers and AI assistance is irrelevant.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

      • Not applicable/Not specified. This is not an algorithmic device in the sense of AI or image analysis. Performance would be assessed through engineering verification and validation, but specific "standalone performance" in the context of AI is not relevant.
    6. The type of ground truth used:

      • Not explicitly stated in terms of a "ground truth" for a study. For a device like this, the "ground truth" would likely be based on:
        • Engineering specifications: The device is designed to meet certain flow rates, mixing ratios, and solution concentrations.
        • AAMI standards: Compliance with AAMI standards for water and dialysate quality.
        • Predicate device's performance: The fundamental "ground truth" for a 510(k) is the established safety and effectiveness of the legally marketed predicate device.
    7. The sample size for the training set:

      • Not applicable/Not specified. This is not a machine learning or AI device that requires a "training set."
    8. How the ground truth for the training set was established:

      • Not applicable/Not specified. See explanation above.

    Summary of Device and Substantial Equivalence:

    The document states that the device is substantially equivalent to the G.E.M Water Systems, International Sodium Bicarbonate Mixers/Delivery Systems #K970674. This means that Better Water, Inc. provided evidence to the FDA that their Central Concentrate Delivery System for Dialysis and Central Bicarbonate Mixing/Delivery System perform similarly in terms of intended use, safety, and effectiveness to the predicate device. The information presented is primarily a high-level summary for regulatory notification, not a detailed technical report of a performance study.

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