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510(k) Data Aggregation

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

    This device is an ambidextrous patient examination glove that is non-sterile, single use, disposable device intended for medical purposes, worn on the examiner's hand to prevent contamination between patient and examiner. The glove was tested for use with Chemotherapy Drugs as per ASTM D6978-05 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs listed below

    Minimum Breakthrough detection time (minutes)
    Carmustine (BCNU) (3.3 mg/ml)15.9
    Cisplatin (1.0 mg/ml)>240
    Cyclophosphamide (Cytoxan) (20.0 mg/ml)>240
    Cytarabine (100mg/ml)>240
    Dacarbazine (DTIC) (10.0 mg/ml)>240
    Doxorubicin Hydrochloride (2.0 mg/ml)>240
    Etoposide (20.0 mg/ml)>240
    Fluorouracil (50.0 mg/ml)>240
    Ifosfamide (50.0 mg/ml)>240
    Methotrexate (25.0 mg/ml)>240
    Mitomycin C (0.5 mg/ml)>240
    Mitoxantrone (2.0 mg/ml)>240
    Paclitaxel (Taxol) (6.0 mg/ml)>240
    Thiotepa (10.0 mg/ml)11.1
    Vincristine Sulfate (1.0 mg/ml)>240

    Do not use with Carmustine and Thiotepa.

    Please note that the following drugs have extremely low permeation times: Carmustine (BCNU): 15.9 minutes and Thiotepa:11.1 minutes.

    Device Description

    The Powder-free Nitrile Patient Examination Glove, Green Colored, Non-sterile, Low Dermatitis Potential, and Tested for Use with Chemotherapy Drugs meets all the requirements of ASTM standard D6319-10. It is an ambidextrous medical glove, which is a disposable device, provided in x-small, medium, large and xlarge sizes. In addition, these gloves were tested for use with chemotherapy drugs per ASTM D6978-05 "Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drug," and Modified-Draize-95 Test, per FDA guidance document "Guidance for Industry and FDA Reviewers/Staff: Premarket Notification [510(k)] Submissions for Testing for Skin Sensitization to Chemicals in Natural Rubber Products," 1999.

    AI/ML Overview

    The provided text describes the acceptance criteria and performance of a medical device, specifically a "Powder-free Nitrile Patient Examination Glove." This document is a 510(k) summary submitted to the FDA, demonstrating substantial equivalence to a predicate device.

    It's important to note that this document does not describe an AI/ML medical device. The "device" in question is a physical glove, and the "tests" are for its physical properties and chemical resistance, not for an algorithm's performance on a dataset. Therefore, many of the requested fields related to AI/ML device testing (e.g., sample size for training set, number of experts for ground truth, MRMC study, standalone algorithm performance) are not applicable to this document.

    However, I can extract the relevant information regarding the acceptance criteria and how the glove's performance was proven based on the provided text.


    Acceptance Criteria and Device Performance (for a physical medical glove)

    The document primarily focuses on demonstrating that the subject device (the green nitrile glove) is substantially equivalent to a predicate device (blue or white nitrile gloves) by meeting established standards for patient examination gloves and resistance to chemotherapy drugs.

    1. Table of Acceptance Criteria and Reported Device Performance

    Test/CharacteristicAcceptance Criteria (Standard Reference and/or General Expectation)Reported Device PerformanceComments on Meeting Criteria
    DimensionsASTM D6319-10 (Standard Specification for Nitrile Examination Gloves for Medical Application) - max allowable defective samples met"The number of defective samples was 0"Meets
    Tensile StrengthASTM D6319-10 - max allowable defective samples met"The number of defective samples was 0"Meets
    Residual PowderASTM D6319-10 - max allowable defective samples met"The number of defective samples were 0"Meets
    Water Leak TestASTM D6319-10 - max allowable defective samples met (2 per lot)"In three of the five lots, the number of defective samples was 1; less or equal than the maximum allowable. In two of the three lots, the number of defective samples was zero."Meets
    Low Dermatitis Potential (Modified Draize Test)No clinical evidence of residual chemical additives inducing Type IV allergy in un-sensitized general user populations"no clinical evidence of the presence of residual chemical additives that may induce Type IV allergy..."Meets
    Chemotherapy Drug Permeation (ASTM D6978-05)Specific breakthrough times for various chemotherapy drugs, ideally >240 minutes for safe use.See detailed table below.Meets for most drugs, with specific warnings for Carmustine and Thiotepa due to low breakthrough times.
    Biocompatibility (Cytotoxicity)ANSI/AAMI/ISO 10993-5 compliant"Cytotoxicity compliant as per ANSI/AAMI/ISO 10993-5:2009/(R)2014"Meets
    Biocompatibility (Irritation/Sensitization)ISO 10993-10 compliant"irritation/sensitization...successfully tested in accordance with ISO 10993-10 Third Edition 2010-08-01"Meets

    Chemotherapy Drug Permeation Specifics (from "Indications for Use" and "Technological Characteristics" tables):

    Chemotherapy DrugAcceptance Criteria (Predicate Device) - Minimum Breakthrough detection time (minutes)Reported Device Performance (Subject Device) - Minimum Breakthrough detection time (minutes)
    Carmustine (BCNU) (3.3 mg/ml)10.415.9
    Cisplatin (1.0 mg/ml)>240>240
    Cyclophosphamide (Cytoxan) (20.0 mg/ml)>240>240
    Cytarabine (100mg/ml)>240>240
    Dacarbazine (DTIC) (10.0 mg/ml)>240>240
    Doxorubicin Hydrochloride (2.0 mg/ml)>240>240
    Etoposide (20.0 mg/ml)>240>240
    Fluorouracil (50.0 mg/ml)>240>240
    Ifosfamide (50.0 mg/ml)>240>240
    Methotrexate (25.0 mg/ml)>240>240
    Mitomycin C (0.5 mg/ml)>240>240
    Mitoxantrone (2.0 mg/ml)>240>240
    Paclitaxel (Taxol) (6.0 mg/ml)>240>240
    Thiotepa (10.0 mg/ml)90.511.1
    Vincristine Sulfate (1.0 mg/ml)>240>240

    Important Note: The document explicitly states "Do not use with Carmustine and Thiotepa" due to their extremely low permeation times, even though the subject device still improved upon Carmustine's breakthrough time compared to the predicate.


    Regarding the AI/ML-specific questions (which are not applicable to this physical glove device):

    1. Sample sizes used for the test set and the data provenance: Not applicable. Testing was on physical glove samples from various production lots, not on a dataset in the AI/ML context. Data provenance is implied to be from the manufacturer's testing of their product.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth for physical properties (e.g., hole in glove, chemical permeation) is established through standardized laboratory tests, not human expert consensus. "Experts" would be laboratory technicians or chemists.
    3. Adjudication method for the test set: Not applicable. Laboratory tests follow predefined protocols; no human adjudication is mentioned or implied for test results.
    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 is a physical device, not an AI/ML algorithm.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is a physical device.
    6. The type of ground truth used: For physical and chemical tests, the ground truth is objective measurement against established ASTM (American Society for Testing and Materials) and ISO (International Organization for Standardization) standards. For biocompatibility, it's the biological response in standardized in-vitro or in-vivo (human repeat insult patch testing) models.
    7. The sample size for the training set: Not applicable. This is not an AI/ML device.
    8. How the ground truth for the training set was established: Not applicable.
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