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510(k) Data Aggregation

    K Number
    K173258
    Date Cleared
    2018-04-20

    (192 days)

    Product Code
    Regulation Number
    878.4460
    Reference & Predicate Devices
    N/A
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    This surgeon's glove is a device made of synthetic rubber intended to be worn by operating room personnel to protect a surgical wound from contamination. This glove is also tested for use with Chemotherapy Drugs and its permeation time is listed as below.

    Device Description

    This surgeon's glove is a device made of synthetic rubber.

    AI/ML Overview

    The provided text is a 510(k) premarket notification for "Polychloroprene Powder Free Sterile Surgical Gloves, White, Tested for Use with Chemotherapy Drugs." This submission focuses on the performance of surgical gloves in resisting permeation by chemotherapy drugs.

    Here's an analysis of the acceptance criteria and the study that proves the device meets them, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are essentially the "Breakthrough Detection Time" specifications for various chemotherapy drugs. The reported device performance is the actual breakthrough time measured for each drug.

    Test Chemotherapy Drug and ConcentrationAcceptance Criteria (Breakthrough Detection Time - Minutes)Reported Device Performance (Minutes)
    Carmustine (BCNU) 3.3 mg/ml (3,300 ppm)Implied: Minimum acceptable time37.5 (47.8, 38.3, 37.5)
    Cisplatin 1.0 mg/ml (1,000ppm)Implied: Minimum acceptable time>240 min
    Cyclophosphamide (Cytoxan) 20 mg/ml (20,000 ppm)Implied: Minimum acceptable time>240 min
    Dacarabzine (DTIC) 10.0 mg/ml (10,000 ppm)Implied: Minimum acceptable time>240 min
    Doxorubicin Hydrochloride 2.0 mg/ml (2,000 ppm)Implied: Minimum acceptable time>240 min
    Etoposide (Toposar) 20.0 mg/ml (20.000 ppm)Implied: Minimum acceptable time>240 min
    Fluorouracil 50.0 mg/ml (50.000 ppm)Implied: Minimum acceptable time>240 min
    Ifosfamide 50.0 mg/ml (50.000 ppm)Implied: Minimum acceptable time>240 min
    Methotrexate 25 mg/ml (25, 000 ppm)Implied: Minimum acceptable time>240 min
    Mechlorethamine HCI 1.0 mg/ml (1,000 ppm)Implied: Minimum acceptable time>240 min
    Melphalan 5 mg/ml (5,000 ppm)Implied: Minimum acceptable time>240 min
    Paclitaxel (Taxol) 6.0 mg/ml (6,000 ppm)Implied: Minimum acceptable time>240 min
    Thiotepa 10.0 mg/ml (10,000 ppm)Implied: Minimum acceptable time58.3 (69.8, 68.6, 58.3)
    Vincristine Sulfate 1.0 mg/ml (1,000 ppm)Implied: Minimum acceptable time>240 min

    Note on Acceptance Criteria: The document directly presents the performance data rather than explicit numerical acceptance criteria for each drug from a regulatory body. However, for devices of this nature, the general "acceptance" is that the glove performs adequately for its intended use, typically implying that longer breakthrough times are better. The explicit mention of Carmustine and ThioTEPA's breakthrough times as a "Caution" implies that their performance, while reported, is at the lower end of the acceptable spectrum compared to the others that exceed 240 minutes.

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

    • Test Set Sample Size: The document does not explicitly state the sample size (number of gloves or tests performed for each drug). For Carmustine and Thiotepa, three individual values are listed in parentheses (e.g., 47.8, 38.3, 37.5 for Carmustine), suggesting at least three tests were performed for these specific drugs, and an average was calculated. For other drugs, only ">240 min" is reported, so the exact number of tests is not discernible from the text.
    • Data Provenance: Not specified in the document. It's likely from laboratory testing conducted by or for the manufacturer (Pt. Medisafe Technologies) to assess the glove's barrier properties against chemotherapy drugs. The country of origin of the data is not mentioned, nor whether it was retrospective or prospective.

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

    This type of testing (chemotherapy drug permeation) does not typically involve human experts to establish "ground truth." The ground truth is established through standardized laboratory testing methods that measure the chemical permeation. Therefore, information about experts and their qualifications in this context is not applicable. The "ground truth" for permeation resistance is determined by the output of the testing apparatus using recognized analytical techniques.

    4. Adjudication Method for the Test Set

    Not applicable. As this is chemical permeation testing, there is no expert adjudication process in the traditional sense. The results are derived directly from the laboratory measurements.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    Not applicable. This is not an imaging or diagnostic device that involves human readers interpreting cases. It's a medical device (surgical glove) whose performance is evaluated through material science and chemical permeation tests, not through human interpretation or comparative effectiveness studies with AI assistance.

    6. Standalone Performance

    Yes, the study describes the standalone (algorithm or device-only) performance. The reported breakthrough detection times are purely reflective of the glove's material properties and its resistance to chemical permeation, without any human-in-the-loop interaction during the performance measurement.

    7. Type of Ground Truth Used

    The ground truth used is laboratory measurement/chemical assay results. Specifically, it's the time until a chemotherapy drug is detected on the inner surface of the glove, as determined by appropriate analytical methods (e.g., spectroscopy, chromatography) following standardized test procedures (likely ASTM or similar international standards for chemical permeation of protective clothing).

    8. Sample Size for the Training Set

    Not applicable. This device is a physical product (surgical glove) whose performance is determined by its material composition and manufacturing process. There is no "training set" in the context of machine learning or AI algorithms for this type of product. The manufacturing process is validated, and the product is tested to meet specifications.

    9. How the Ground Truth for the Training Set Was Established

    Not applicable, as there is no training set for this type of device.

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