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510(k) Data Aggregation

    K Number
    K152827
    Manufacturer
    Date Cleared
    2016-02-19

    (143 days)

    Product Code
    Regulation Number
    890.3850
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The indications for use for the Weelchair is to provide mobility to persons limited to a sitting position.

    Device Description

    The Rupiani Weely Manual Wheelchair (Weely) is a manually operated, user propelled, manual, mechanical wheelchair. It's intended function and use is to provide mobility to persons limited to a sitting position. It may also be used in as an attendant propelled transport device in a health care environment such as a hospital, nursing home or extended care facility.

    The Weely consists primarily of an upper and lower frame assembly, upholstery for seating, large wheels for propelling the chair and rear swivel type pivoting casters for turning. The wheels and casters are mounted to the lower frame assembly. The wheelchair seat and back mount to the upper frame assemblies are constructed from aluminum tubing. The rear casters act as "anti-tippers and provide added stability

    The lower frame is of rigid (non-folding) design. The back rest can be folded to allow for storage and transport of the chair when it is not in use. The Weely is equipped with a Varilite rigid backrest and a Varilite EVOLUTION cushion covered by SooFleece III mesh fabric provided by Ventex. The upholstery materials meet the requirements of ISO 8191-1 Part 1:Ignition Source: Smoldering Cigarette and - ISO 8191-2 Part 2: Ignition Source: Flame Match-Flame Equivalent Standard for Resistance to Ignition of Upholstered Parts.

    The Weely includes a tilt mechanism which allows the seat and back of the wheelchair to be tilted. This feature is used to provide comfort to those users who may be confined to the wheelchair for extended periods of time. The tilt mechanism can also serve as an attendant aid in those situations where a patient needs to be tilted for attendant access.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for a medical device called the "Weely Manual Wheelchair." This document focuses on demonstrating substantial equivalence to a predicate device (PDG Fuze T50 Manual Wheelchair) rather than detailing a specific study to prove the device meets acceptance criteria in the context of an AI/algorithm-driven imaging device.

    Therefore, many of the requested categories (such as sample size for test set, data provenance, number of experts, adjudication method, MRMC study, standalone performance, ground truth types, training set sample size, and how training ground truth was established) are not applicable to this document as it describes a mechanical wheelchair, not an AI or algorithm-based diagnostic or prognostic device.

    However, I can extract information related to acceptance criteria (in this context, performance standards) and how the device meets them based on the provided text.

    Here's the information that can be extracted:

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

    Acceptance Criteria (Standard Tested)Reported Device Performance (Weely Manual Wheelchair)
    ISO 7176-1:1999 Determination of Static StabilityTested to and meets this standard.
    ISO 7176-3:2012 Determination of Effectiveness of BrakesTested to and meets this standard.
    ISO 7176-5:2008 Determination of Overall Dimensions, Mass and Maneuvering SpaceTested to and meets this standard.
    ISO 7176-7:1998 Determination of Seating and Wheel DimensionsTested to and meets this standard.
    ISO-7176-8:1998 Requirements and Test Method for Static Impact and Fatigue StrengthTested to and meets this standard.
    ISO 7176-13:1989 Determination of Coefficients of Friction of Test SurfacesTested to and meets this standard.
    ISO 7176-15 Requirements for Information Disclosure, Documentation and LabelingTested to and meets this standard.
    ISO 8191-1: 1987 Furniture Assessment of the Ignitability of Upholstered Furniture (Part 1:Ignition Source: Smoldering Cigarette)Upholstery materials meet this requirement.
    ISO 8191-2: 1989 Furniture Assessment of the Ignitability of Upholstered Furniture (Part 2: Ignition Source: Flame Match-Flame Equivalent)Upholstery materials meet this requirement.
    FDA guidance document: "Guidance Document for the Preparation of Premarket Notification [(510(k)] Applications Mechanical and Powered Wheelchairs, and Motorized Three-Wheeled Vehicles"Conforms with these requirements.
    Maximum Patient Weight CapacityWeely: 280 lbs. (Predicate: 250 lbs.). Both products are labeled with their maximum weight limit, and the difference "has no effect on safety or effectiveness."
    Seat to Floor HeightWeely: 16.5" - 18.5" (Predicate: 13"-20"). "No difference. The Weely is within the same range as the Fuze."
    Seat WidthWeely: 15", 17" and 19" (Predicate: 15" - 20"). "No difference. The Weely is within the same range as the Fuze."
    Seat DepthWeely: 17" - 22" (Predicate: 15"-20"). The Weely is "slightly wider due to its' higher weight limitation for which it is labeled. Chair width does not affect safety or effectiveness. It indicates that the Weely will accommodate slightly larger patients."
    Overall LengthWeely: 46" with footrest (Predicate: 45" with footrest). "A one inch difference in overall length does not affect safety or effectiveness."
    Tilt RangeWeely: Zero to 35 degrees (Predicate: Zero to 50 degrees). "No difference. The Weely is within the same range as the Fuze."
    Front CasterWeely: 6" (Predicate: 5",6" or 8"). "No difference. Both offer 6" diameter casters."
    Large WheelWeely: 12", 22" or 24" (Predicate: 12", 16", 20", 22", or 24"). "No difference. The Fuze offers more sizes however the Weely sizes are with the range of the Fuze."

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

    • Not Applicable. This document describes performance testing for a mechanical device against international standards, not a clinical study with a test set of data. The "test set" in this context refers to the physical wheelchair being tested in accordance with the listed ISO standards. No specific sample size of devices is mentioned, but typically such testing would involve one or more units of the device.

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

    • Not Applicable. Ground truth in the context of an AI/algorithm is not relevant here. The "ground truth" for a mechanical device is its adherence to engineering specifications and performance under standardized test conditions, as defined by organizations like ISO.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set:

    • Not Applicable. Adjudication methods are for assessment of human or AI interpretation of data, which is not relevant to this mechanical device.

    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-assisted diagnostic tool.

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

    • Not Applicable. This is a mechanical device, not an algorithm.

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

    • Not Applicable directly in the AI/algorithm sense. For a mechanical device, the "ground truth" is established by adherence to universally accepted engineering and performance standards (e.g., ISO standards for wheelchair stability, brake effectiveness, material ignitability, etc.) validated through physical testing.

    8. The sample size for the training set:

    • Not Applicable. This is a mechanical device; there is no "training set."

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

    • Not Applicable.
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    K Number
    K992310
    Manufacturer
    Date Cleared
    1999-11-02

    (116 days)

    Product Code
    Regulation Number
    890.3850
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    These devices are tricycles that are indicated for use with people, from children to adults, some of whom may have motor disabilities.

    Device Description

    These devices are tricycles

    AI/ML Overview

    I am sorry, but the provided text is a 510(k) clearance letter from the FDA for a device called "TONICROSS Tricycles." This document is a regulatory approval and does not contain any information about acceptance criteria, device performance studies, sample sizes, expert ground truth, or MRMC comparative effectiveness studies.

    Therefore, I cannot fulfill your request to describe the acceptance criteria and the study that proves the device meets them, as this information is not present in the provided text.

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