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510(k) Data Aggregation

    K Number
    K964354
    Manufacturer
    Date Cleared
    1997-08-29

    (302 days)

    Product Code
    Regulation Number
    890.5720
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Intended Use: Localized cold therapy for post-traumatic and post-surgical medical and or surgical conditions.
    Indications For Use:

    1. Treatment of pain and swelling of acute periarticular processes.
    2. Treatment of pain and swelling following mobilization of shoulder stiffness under anesthesia.
    3. Treatment of pain and swelling postoperatively for bones, joints and soft tissue.
    4. Treatment of pain and swelling caused by musculoskeletal contusions and athletic injury.
    Device Description

    The Artrocool® - S is a typical cold liquid recirculating cryotherapy device. The Artrocool® -S is an insulated ice chest-like box with a closed loop liquid recirculating pump and tubing. The tubing connects to a variety of cuffs designed to be placed on or around injured or post surgical body structures, limbs or joints. The device operates by the use of a water filled cartridge and an insulated chest. The water filled bottle is frozen solid prior to first use. When the bottle is frozen, it is placed within the insulated chamber of the Artrocool. A 4:1 mixture of water and alcohol is poured into the fluid reservoir (balancing container) until full. The pump is circulated with the connecting tubing and cuff attached. Once both are filled and all air bubbles have been purged from the system the unit is ready for service.

    AI/ML Overview

    Here's an analysis of the provided text regarding the Artrocool®-S Water Circulating Cold Pack, focusing on acceptance criteria and the study that proves its effectiveness, as per your requested format:

    Important Note: The provided document is a 510(k) Premarket Notification for a medical device (Artrocool®-S Water Circulating Cold Pack). It establishes "substantial equivalence" to legally marketed predicate devices, rather than directly demonstrating novel performance through a clinical trial with specific acceptance criteria. Therefore, some of your requested points, such as "effect size of how much human readers improve with AI vs without AI assistance" or "sample size for the training set," are not applicable to this type of submission, as it doesn't involve AI or a traditional clinical study to prove efficacy in the same way a new drug or diagnostic might.

    The "study" in this context is the comparison of the device's features and performance parameters to those of existing, legally marketed predicate devices to establish substantial equivalence.


    1. Table of Acceptance Criteria and the Reported Device Performance

    Since this is a 510(k) submission based on substantial equivalence, there aren't explicit "acceptance criteria" in the traditional sense of a clinical trial's primary endpoint. Instead, the acceptance criteria are implicitly defined by the characteristics and performance of the predicate devices that the Artrocool®-S is compared against. The "reported device performance" is essentially how the Artrocool®-S aligns with or performs similarly to these predicate devices.

    FeatureAcceptance Criteria (from Predicate Devices)Reported Artrocool®-S Performance
    Intended UseTrauma, orthopaedics, sports medicine, rheumatology, general, plastic and reconstructive surgery, chirosurgery and neurologyTrauma, orthopaedics, sports medicine, rheumatology, general, plastic and reconstructive surgery, chirosurgery and neurology
    Cooling TimeApprox. 6-10 hours (depending on predicate)Approx. 8 hours at 43°F (continuous use)
    Cold SourceWater - Ice / Frozen GelWater - Ice (via frozen water bottle)
    Operating Temperature RangeVaries (e.g., 32°F - 70°F or Minimum temp. 38°F)39°F to 59°F depending on ambient air temp
    Power Supply6 VDC from 115/230 VAC 50/60 Hz or 12 VDC from 110 VAC 60Hz6 VDC from 115/230 VAC 50/60 Hz
    Ground Leakage Current<55 micro-amps<55 micro-amps
    Recirculating FluidWater / 4:1 mixture of water and alcohol4:1 mixture of water and alcohol - 250 ml.
    Disposable Cuff CoversYesYes
    Cuff Styles/Sizes1 to 5 styles/sizes (depending on predicate)5 styles/sizes
    Performance StandardsUL-544 (for powered units)UL-544
    WeightApprox. 8 to 24 lb. filled (depending on predicate)Approx. 12.75 lb. filled

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

    This document does not describe a "test set" in the sense of a clinical or analytical study with a specific sample size of patients or data. The "test" is the comparison itself against the specifications and performance of legally marketed predicate devices.

    • Sample Size: Not applicable. The "test" is a regulatory comparison.
    • Data Provenance: The data comes from the specifications and characteristics of the existing predicate devices (Theracool™, Polar Care™, Dr. Kool™, Cryo Cuff™) and the engineering specifications of the Artrocool®-S. This is retrospective in the sense that it relies on previously established devices and the design of the new device. The country of origin for the predicate devices isn't specified in detail, but the Artrocool®-S is from Germany (ORMED, GMBH).

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

    Not applicable. The "ground truth" for a 510(k) submission is the established safety and effectiveness of the legally marketed predicate devices. There wouldn't be a panel of experts specifically establishing "ground truth" for a test set in this context. The FDA's review process itself relies on regulatory experts.

    4. Adjudication Method for the Test Set

    Not applicable. There's no "adjudication method" in the context of human interpretation of a device's output for establishing ground truth, as would be seen in an imaging study. The comparison is based on objective device specifications and intended use.

    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 device is a physical therapy device (cold pack), not an AI-powered diagnostic or interpretive tool. Therefore, an MRMC study or AI-related performance metrics are irrelevant.

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

    Not applicable, for the same reasons as point 5.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

    The "ground truth" is the regulatory precedent of the predicate devices. The FDA assesses whether the new device is "substantially equivalent" in terms of its intended use, technological characteristics, and safety/effectiveness profile to devices already on the market. There's no specific pathology, outcomes data, or expert consensus (beyond the regulatory review) invoked for a new clinical determination.

    8. The sample size for the training set

    Not applicable. This is not an AI/machine learning device, so there is no "training set."

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

    Not applicable. There is no training set for this device.

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