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510(k) Data Aggregation

    K Number
    K041839
    Device Name
    8NONE
    Date Cleared
    2005-02-15

    (222 days)

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

    The 8" ONE™ is designed to store, rapidly warm and maintain the temperatures of I.V. fluid bags and irrigation solution bags prior to their use. The 8" ONE™ also provides a visual and hardcopy documentation of vital data of the heating cycle for each solution bag as long as it is in the cabinet.

    Device Description

    Not Found

    AI/ML Overview

    This document is an FDA 510(k) clearance letter for a medical device called the "8™ One™ Warming Cabinet." It does not contain information about acceptance criteria, device performance from a study, sample sizes, expert qualifications, adjudication methods, MRMC studies, or ground truth establishment.

    The letter simply states that the FDA has determined the device is substantially equivalent to legally marketed predicate devices, allowing Medical Solutions, Incorporated to market it. The "Indications for Use" section describes what the device is for but does not include any performance metrics or study details.

    Therefore, I cannot provide the requested information based on the provided text.

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    K Number
    K012276
    Device Name
    TEMP 3
    Date Cleared
    2001-08-20

    (32 days)

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

    THE WEDICAL SOLUTIONS, INC TEMP 3 WARMING CABINET IS DESIGNED TO STORE, REPIDLY HARM AND MAINTAIN TERRERATURE OF I.V. FLUID BAGS AND IRRIGATION BAGS PRIOR TO TICK TO THE IDE.

    Device Description

    Not Found

    AI/ML Overview

    The provided documents are a letter from the FDA regarding a 510(k) premarket notification for a medical device called "TEMP 3" and the "Indications For Use" statement.

    This document does not contain information about acceptance criteria, device performance, sample sizes for testing or training, data provenance, expert qualifications, ground truth establishment, or any studies conducted. It is a regulatory notification confirming substantial equivalence to a predicate device for marketing purposes.

    Therefore, I cannot fulfill your request for the specific information regarding acceptance criteria and study details based on the provided text.

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    K Number
    K981032
    Device Name
    PIV SYSTEM
    Date Cleared
    1998-09-02

    (167 days)

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

    The Medical Solutions PIV IV Bag Warmer and Pressure Infusor is designed to hold and heat IV fluid bags and maintain temperatures to 980 F ( 3°F). It is also a pressure infusor designed to be inflated to increase pressure on the IV bag to assist the infusion of fluid.

    Device Description

    Not Found

    AI/ML Overview

    This is a Premarket Notification (510k) document for a Medical Solutions PIV System. This document is a regulatory approval, not a scientific study report. Therefore, it does not contain the detailed information required to describe the acceptance criteria and the study that proves the device meets those criteria, as typically found in clinical trial reports or validation studies.

    Here's how this document relates to your request:

    1. A table of acceptance criteria and the reported device performance: This document does not provide a table of acceptance criteria or specific reported device performance metrics in the way a study report would. It states the "Indications for Use" which specify its intended function: "designed to hold and heat IV fluid bags and maintain temperatures to 98°F (±3°F). It is also a pressure infusor designed to be inflated to increase pressure on the IV bag to assist the infusion of fluid." This implies the performance criteria would revolve around maintaining that temperature range and effectively increasing pressure for infusion. However, no specific data demonstrating compliance with these performance metrics is presented.

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective): No information about a "test set" sample size or data provenance is provided. 510(k) submissions typically rely on a demonstration of "substantial equivalence" to a predicate device, which may involve bench testing and comparisons, but the specifics of such testing (including sample sizes) are not detailed in this high-level approval letter.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. This document does not pertain to studies involving expert-established ground truth for a test set.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set: Not applicable.

    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 device is a "PIV IV Bag Warmer and Pressure Infusor," not an AI diagnostic device.

    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is not an algorithm-based device.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc): Not applicable, as this is a hardware device for fluid warming and infusion, not a diagnostic or AI-driven system requiring a "ground truth" in the typical sense. Performance would be based on engineering specifications and physical measurements (e.g., temperature accuracy, pressure range).

    8. The sample size for the training set: Not applicable. The device is not an AI/machine learning system that requires a training set.

    9. How the ground truth for the training set was established: Not applicable.

    In summary: This document is an FDA 510(k) clearance letter, indicating that the device has been deemed "substantially equivalent" to a legally marketed predicate device. This regulatory clearance process does not typically involve the detailed breakdown of study design, acceptance criteria, and performance metrics as requested, which would be found in a more comprehensive clinical or validation study report if one were performed and publicly available. The information provided is sufficient for regulatory approval based on the 510(k) pathway but not for a detailed scientific study analysis.

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    K Number
    K980086
    Device Name
    HEAT STACK
    Date Cleared
    1998-03-10

    (60 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

    The Medical Solutions Heat Stack warming cabinet is designed to store and warm I.V. fluid bags/bottles, irrigation solution bags/bottles, blankets, towels, ec. prior to their use, using forced heated air.

    Warning: The facility should contact the manufacturer of the products to be placed inside the warming cabinet and obtain guidelines for exposing their product to temperatures other than those stated on the bags and bottles.

    Device Description

    The Medical Solutions Heat Stack warming cabinet is designed to store and warm I.V. fluid bags/bottles, irrigation solution bags/bottles, blankets, towels, ec. prior to their use, using forced heated air.

    AI/ML Overview

    This document is a letter from the FDA to a medical device manufacturer, confirming the substantial equivalence of a device. It does not contain any information about acceptance criteria or a study proving device performance.

    Therefore, I cannot provide the requested information.

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