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510(k) Data Aggregation

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

    The Halyard STERLING* Nitrile Powder-Free Exam Gloves, Low Dermatitis Potential, Tested for use with Chemotherapy Drugs, Fentanyl Citrate and Gastric Acid are disposable devices intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    The following chemotherapy drugs and concentration had NO breakthrough detected up to 240 minutes: Azacitidine (Vidaza) (25 mg/mL) Bendamustine HCl (5 mg/mL) Bleomycin Sulfate (Blenoxane) (15 mg/mL) Bortezomib (Velcade) (1 mg/mL) Busulfan (6 mg/mL) Capecitabine (26 mg/mL) Carboplatin ( 10 mg/mL) Carfilzomib (2 mg/mL) Cetuximab (Erbitux) (2 mg/mL) Cisplatin (1 mg/mL) Cladribine (1 mg/mL) Cyclophosphamide (20 mg/mL) Cytarabine HCl (Cytosine) (100 mg/mL) Dacarbazine (DTIC) (10 mg/mL) Dactinomycin (0.5 mg/mL) Daunorubicin HCl (5 mg/mL) Decitabine ( 5 mg/mL) Docetaxel HCl (20 mg/mL) Doxorubicin HCl (2 mg/mL) Epirubicin HCl (Ellence) (2 mg/mL) Etoposide (20 mg/mL) Floxuridine (1 00mg/mL) 5-Fluorouracil (50 mg/mL) Gemcitabine HCl (38 mg/mL) Idarubicin HCl (1 mg/mL) lfosfamide (IFEX) (50 mg/mL) Irinotecan HCl (20 mg/mL) Lenvatinib (20mg/mL) Leuprolide Acetate Salt (5 mg/mL) Mechlorethamine HCl (1 mg/mL) Melphalan HCl (5 mg/mL) Methotrexate (25 mg/mL) Mitomycin C (0.5 mg/mL) Mitoxantrone HCl (2 mg/mL) Nelarabine (5 mg/mL) Oxaliplatin (5 mg/mL) Paclitaxel (Taxol) (6 mg/mL (6,000 ppm) Pemetrexed (25 mg/mL) Raltitrexed (0.5 mg/mL) Sorafenib Tosylate (200 mg/mL) Streptozocin (100mg/mL) Tamoxifen (2 mg/mL) Teniposide (10 mg/mL) Topotecan HCl (1 mg/mL) Trisenox (Arsenic Trioxide) (1 mg/mL) Vinblastine Sulfate (1 mg/mL) Vincristine Sulfate (Oncovin) (1 mg/mL) Vinorelbine (10 mg/mL)

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 30 minutes: Carmustine (3.3 mg/mL), breakthrough detected at 22.9 minutes

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 40 minutes: ThioTEPA (10 mg/mL), breakthrough detected at 37.1 minutes

    Warning: Do not use with Carmustine or ThioTEPA

    The following hazardous drugs (opioids) and concentration had NO breakthrough detected up to 240 minutes: Fentanyl Citrate Injection (100 mcg/2 mL) Simulated Gastric Acid Fluid/Fentanyl Citrate Injection Mix 50/50 Solution

    The Halyard STERLING SG* SENSI-GUARD Powder-Free Nitrile Exam Gloves, Low Dermatitis Potential, Tested for use with Chemotherapy Drugs, Fentanyl Citrate and Gastric Acid are disposable devices intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    The following chemotherapy drugs and concentration had NO breakthrough detected up to 240 minutes: Azacitidine (Vidaza) (25 mg/mL) Bendamustine HCl (5 mg/mL) Bleomycin Sulfate (Blenoxane) (15 mg/mL) Bortezomib (Velcade) (1 mg/mL) Busulfan (6 mg/mL) Capecitabine (26 mg/mL) Carboplatin ( 10 mg/mL) Carfilzomib (2 mg/mL) Cetuximab (Erbitux) (2 mg/mL) Cisplatin (1 mg/mL) Cladribine (1 mg/mL) Cyclophosphamide (20 mg/mL) Cytarabine HCl (Cytosine) (100 mg/mL) Dacarbazine (DTIC) (10 mg/mL) Dactinomycin (0.5 mg/mL) Daunorubicin HCl (5 mg/mL) Decitabine ( 5 mg/mL) Docetaxel HCl (20 mg/mL) Doxorubicin HCl (2 mg/mL) Epirubicin HCl (Ellence) (2 mg/mL) Etoposide (20 mg/mL) Eribulin Mesylate (0.5 mg/mL) Fludarabine (25 mg/mL) 5-Fluorouracil (50 mg/mL) Gemcitabine HCl (38 mg/mL) Idarubicin HCl (1 mg/mL) lfosfamide (IFEX) (50 mg/mL) Irinotecan HCl (20 mg/mL) Lenvatinib (20 mg/mL) Leuprolide Acetate Salt (5 mg/mL) Mechlorethamine HCl (1 mg/mL) Melphalan HCl (5 mg/mL) Methotrexate (25 mg/mL) Mitomycin C (0.5 mg/mL) Mitoxantrone HCl (2 mg/mL) Oxaliplatin (5 mg/mL) Paclitaxel (Taxol) (6 mg/mL (6,000 ppm) Pemetrexed (25 mg/mL) Raltitrexed (0.5 mg/mL) Ritux1mab ( 10 mg/mL) Sorafenib Tosylate (200 mg/mL) Tamoxifen (2 mg/mL) Topotecan HCl (1 mg/mL) Trisenox (Arsenic Trioxide) (1 mg/mL) Vinblastine Sulfate (1 mg/mL) Vincristine Sulfate (Oncovin) (1 mg/mL) Vinorelbine (10 mg/mL)

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 20 minutes: Carmustine (BCNU) (3.3 mg/ml), breakthrough detected at 14.8 minutes

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 30 minutes: ThioTEPA (10 mg/ml), breakthrough detected at 23.9 minutes

    Warning: Do not use with Carmustine or ThioTEPA

    The following hazardous drugs (opioids) and concentration had NO breakthrough detected up to 240 minutes: Fentanyl Citrate Injection (100 mcg/2 mL) Simulated Gastric Acid Fluid/Fentanyl Citrate Injection Mix 50/50 Solution

    The following hazardous drugs and concentration had NO breakthrough detected up to 240 minutes: Cyclosporin A (100 mg/mL) Cytovene (Ganciclovir) (10 mg/mL) Retrovir (Zidovudine) (10 mg/mL)

    The Halyard STERLING NITRILE-XTRA* Powder-Free Exam Gloves, Low Dermatitis Potential, Tested for use with Chemotherapy Drugs. Fentanyl Citrate and Gastric Acid are disposable devices intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    The following chemotherapy drugs and concentration had NO breakthrough detected up to 240 minutes: Azacitidine (Vidaza) (25 mg/mL) Bendamustine HCl (5 mg/mL) Bleomycin Sulfate (Blenoxane) (15 mg/mL) Bortezomib (Velcade) (1 mg/mL) Busulfan (6 mg/mL) Capecitabine (26 mg/mL) Carboplatin ( 10 mg/mL) Carfilzomib (2 mg/mL) Cetuximab (Erbitux) (2 mg/mL) Cisplatin (1 mg/mL) Cladribine (1 mg/mL) Cyclophosphamide (20 mg/mL) Cytarabine HCl (Cytosine) (100 mg/mL) Dacarbazine (DTIC) (10 mg/mL) Dactinomycin (0.5 mg/mL) Daunorubicin HCl (5 mg/mL) Decitabine ( 5 mg/mL) Docetaxel HCl (20 mg/mL) Doxorubicin HCl (2 mg/mL) Epirubicin HCl (Ellence) (2 mg/mL) Etoposide (20 mg/mL) Floxuridine (100 mg/mL) Fludarabine (25 mg/mL) 5-Fluorouracil (50 mg/mL) Gemcitabine HCl (38 mg/mL) Idarubicin HCl (1 mg/mL) lfosfamide (IFEX) (50 mg/mL) Irinotecan HCl (20 mg/mL) Lenvatinib (20 mg/mL) Leuprolide Acetate Salt (5 mg/mL) Mechlorethamine HCl (1 mg/mL) Melphalan HCl (5 mg/mL) Methotrexate (25 mg/mL) Mitomycin C (0.5 mg/mL) Mitoxantrone HCl (2 mg/mL) Nelarabine (5 mg/mL) Oxaliplatin (5 mg/mL) Paclitaxel (Taxol) (6 mg/mL (6,000 ppm) Pemetrexed (25 mg/mL) Ralt1trexed (0.5 mg/mL) Rituximab ( 10 mg/mL) Sorafenib Tosylate (200 mg/mL) Streptozocin (100 mg/mL) Tamoxifen (2 mg/mL) Teniposide (10 mg/mL) Topotecan HCl (1 mg/mL) Trisenox (Arsenic Trioxide) (1 mg/mL) Vinblastine Sulfate (1 mg/mL) Vincristine Sulfate (Oncovin) (1 mg/mL) Vinorelbine (10 mg/mL)

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 30 minutes: Carmustine (3.3 mg/ml), breakthrough detected at 25.2 minutes

    The following chemotherapy drugs and concentration showed breakthrough detected in less than 40 minutes: ThioTEPA (10 mg/ml), breakthrough detected at 35.5 minutes

    Warning: Do not use with Carmustine or ThioTEPA

    The following hazardous drugs (opioids) and concentration had NO breakthrough detected up to 240 minutes: Fentanyl Citrate Injection (100 mcg/2 mL) Simulated Gastric Acid Fluid/Fentanyl Citrate Injection Mix 50/50 Solution

    Device Description

    The subject devices are disposable, grey-colored, chlorinated, nitrile, powder-free, textured fingertip, ambidextrous, non-sterile patient examination gloves that are packed in a cardboard dispenser box.

    AI/ML Overview

    The provided document is a 510(k) Premarket Notification from the U.S. FDA for Halyard STERLING Nitrile Powder-Free Exam Gloves and related products. It outlines the regulatory classification, intended use, and a comparison of technological characteristics and performance data against predicate and reference devices to demonstrate substantial equivalence.

    Based on the content, this document describes physical and chemical testing of medical gloves, not an AI/ML-enabled medical device. Therefore, many of the requested
    details, such as sample size for test/training sets, data provenance, expert
    ground truth establishment, adjudication methods, MRMC studies, standalone
    algorithm performance, and specific effect sizes for human readers with/without
    AI assistance, are not applicable to this document.

    However, I can extract the acceptance criteria and reported device performance for these physical products based on the provided tables.


    Acceptance Criteria and Reported Device Performance

    The acceptance criteria for these medical gloves are based on various ASTM and ISO standards for physical properties, residual powder, and biological safety. The "Reported device performance" directly aligns with the "Subject Devices" column in the "PERFORMANCE CHARACTERISTICS OF THE SUBJECT DEVICE" table.

    Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Standard & Requirement)Reported Device Performance (Subject Devices)
    ASTM D5151-06 Standard Test Method for Detection of Holes in Medical Gloves: • Meets 2.5% AQL (Acceptable Quality Level) requirement for leakage.Halyard STERLING Nitrile Powder-Free Exam Gloves, Halyard STERLING SG SENSI-GUARD Powder-Free Nitrile Exam Gloves, Halyard STERLING NITRILE-XTRA Powder-Free Exam Gloves: • Meets the 2.5% AQL requirement for leakage.
    ASTM D6124-06 Standard Test Method for Residual Powder on Medical Gloves: • Residual powder < 2 mg maximum per glove (powder-free limit).• Residual powder is within the powder-free limit of < 2 mg maximum powder per glove.
    ASTM D6319-10 Standard Specification for Nitrile Examination Gloves for Medical Applications: • Physical dimensions within standard limits. • Physical properties (tensile strength) meet requirements before and after aging.• Physical dimensions are within the limits of the standard. • Physical properties met the requirements for tensile strength before and after aging.
    ISO 10993-11: 2017 Biological evaluation of medical devices – Tests for systemic toxicity: • No acute systemic toxicity.• Did not elicit acute systemic toxicity.
    ISO 10993-23: 2021 Biological Evaluation of Medical Devices - Part 23: Tests for Irritation: • Considered non-irritating.• Considered non-irritating.
    ISO 10993-10: 2010 Biological evaluation of medical devices – Tests for skin sensitization: • Considered non-sensitizing.• Considered non-sensitizing.
    Clinical Test (Jordan-King modification of the Draize test for Type IV allergic contact sensitization): • Non-irritating and no clinical evidence of residual chemical additives that may induce Type IV allergy.• Was non-irritating and showed no clinical evidence of residual chemical additives that may induce Type IV allergy in human subjects.
    Chemotherapy Drug Permeation (ASTM D6978-05): • No breakthrough detected up to 240 minutes for listed drugs. • Breakthrough detected at specified times for Carmustine and ThioTEPA.Halyard STERLING NPF: All listed drugs (39) had no breakthrough up to 240 minutes, except Carmustine (22.9 min) and ThioTEPA (37.1 min). • Halyard STERLING SG NPF: All listed drugs (43) had no breakthrough up to 240 minutes, except Carmustine (14.8 min) and ThioTEPA (23.9 min). • Halyard STERLING NITRILE-XTRA NPF: All listed drugs (44) had no breakthrough up to 240 minutes, except Carmustine (25.2 min) and ThioTEPA (35.5 min).
    Fentanyl Citrate / Gastric Acid Permeation: • No breakthrough detected up to 240 minutes for Fentanyl Citrate (100 mcg/2 mL) and Simulated Gastric Acid Fluid/Fentanyl Citrate Injection Mix 50/50 Solution.• No breakthrough detected up to 240 minutes for Fentanyl Citrate (100 mcg/2 mL) and Simulated Gastric Acid Fluid/Fentanyl Citrate Injection Mix 50/50 Solution for all three glove types.
    Additional Hazardous Drugs (for Halyard STERLING SG NPF only): • No breakthrough detected up to 240 minutes for Cyclosporin A (100 mg/mL), Cytovene (Ganciclovir) (10 mg/mL), Retrovir (Zidovudine) (10 mg/mL).• No breakthrough detected up to 240 minutes for Cyclosporin A (100 mg/mL), Cytovene (Ganciclovir) (10 mg/mL), Retrovir (Zidovudine) (10 mg/mL).

    Study Details (Relevant to this document type)

    This 510(k) submission primarily relies on non-clinical (bench) testing and one clinical test for biological evaluation, generally comparing the subject devices to legally marketed predicate devices to demonstrate substantial equivalence.

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

      • Clinical Test (Biological Evaluation - Low Dermatitis Potential): A 204-subject study was completed. The provenance of this data (e.g., country of origin, retrospective or prospective) is not explicitly stated in the provided text, but clinical studies for FDA submissions are typically prospective.
      • Non-Clinical Tests (ASTM & ISO standards): The sample sizes for the various physical and chemical tests (e.g., hole detection, residual powder, tensile strength, chemical permeation) are determined by the specific ASTM and ISO standards referenced (e.g., ASTM D5151-06 specifies AQL for hole detection, which implies a sampling plan). The document does not specify the exact number of gloves or test replicates used for each test, only that the "subject device meets" the criteria of the standards. Data provenance is not specified beyond being generated from the manufacturer's testing.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. For physical device performance, "ground truth" is established by the specified test methodologies (e.g., ASTM D5151 for holes, ASTM D6978 for permeation) and controlled laboratory conditions, not human expert interpretation of images or patient data. The clinical test involved "normal healthy human volunteers" but did not require expert consensus for "ground truth" in the way an AI diagnostic study would.

    3. Adjudication method: Not applicable. As this is not an AI/ML-driven diagnostic study, there's no need for adjudication of human reader interpretations.

    4. If a multi reader multi case (MRMC) comparative effectiveness study was done: No, this type of study is not applicable to medical gloves.

    5. If a standalone (i.e. algorithm only without human-in-the loop performance) was done: Not applicable. No algorithm is involved.

    6. The type of ground truth used:

      • For the performance characteristics related to physical properties, residual powder, and chemical permeation: Defined by standardized test methods (ASTM D5151, D6124, D6319, D6978). These are objective, quantitative measurements.
      • For biological evaluation (systemic toxicity, irritation, sensitization): Defined by standardized biological tests (ISO 10993-11, 10993-23, 10993-10) and a specific clinical study (Jordan-King modification of the Draize test). The "ground truth" here is the biological response observed according to the protocols.
    7. The sample size for the training set: Not applicable. These are physical devices, so there is no "training set" in the context of an AI/ML model.

    8. How the ground truth for the training set was established: Not applicable. No training set for an AI/ML model.

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