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510(k) Data Aggregation

    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific Sdn. Bhd.

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

    A powder-free sterile surgeon's glove is a disposable device made of natural rubber intended to be worn on the hands of healthcare personnel as a barrier for protection against cross-contamination between the healthcare personnel and patient.

    These gloves were tested for use with Chemotherapy Drugs and Fentanyl Citrate as per ASTM D6978-05 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs.

    Device Description

    This is a disposable natural rubber surgical glove that is tested for use with chemotherapy drugs and fentanyl resistance. The glove is supplied in the following sizes: 5½, 6, 6½, 7, 7½, 8, 8½ and 9.

    AI/ML Overview

    The provided document describes the acceptance criteria and study results for two types of Natural Rubber Latex Surgical Gloves:

    1. Natural Rubber Latex Surgical Glove, Powder Free, Sterile, Tested for Use with Chemotherapy Drugs and Fentanyl (Green)
    2. Natural Rubber Latex (Strip&Coat)/(Strip&Pack) Surgical Glove, Powder Free, Sterile, Tested for Use with Chemotherapy Drugs and Fentanyl

    This is a 510(k) Premarket Notification submission, which aims to demonstrate that a new device is substantially equivalent to a legally marketed predicate device. The information provided focuses on the performance of the device against established standards (e.g., ASTM standards) rather than a clinical trial with human subjects or an AI-based study. As such, many of the requested points related to AI/MRMC studies, expert ground truth establishment, adjudication methods, and training/test set sample sizes for AI are not applicable to this type of device submission.

    Here's a breakdown of the available information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The "Summary of Non-Clinical Testing" (pages 15-16) and "Table 1" (pages 8-14) present the acceptance criteria and the device's performance.

    Summary Table of Acceptance Criteria and Reported Device Performance

    Characteristic / Test MethodStandard(s)Acceptance CriteriaReported Device Performance
    Physical PropertiesASTM D412
    Tensile Strength-Before Aging: Min. 24MPa; After Aging: Min. 18MPaBefore Aging: Pass; After Aging: Pass
    Ultimate Elongation-Before Aging: Min. 750%; After Aging: Min. 560%Before Aging: Pass; After Aging: Pass
    Stress at 500% Elongation-Before Aging: Max. 5.5MPa; After Aging: N/ABefore Aging: Pass; After Aging: N/A
    DimensionASTM D3767
    LengthEach size satisfies ASTM requirementLength: Each size satisfies ASTM requirementPass (5½: Min. 245mm; 6.0-9.0: Min. 265mm for both devices)
    WidthEach size satisfies ASTM requirementWidth: Each size satisfies ASTM requirementPass (e.g., 5½: 70 ± 6 mm; 9.0: 114 ± 6 mm for both devices)
    Thickness-Finger: Min. 0.10 mm; Palm: Min. 0.10 mm; Cuff: Min. 0.10 mmPass
    WatertightASTM D5151Freedom from holes at AQL 0.65Pass (Meets 21 CFR 800.20 and ASTM D3577 when tested in accordance with ASTM D5151 Inspection Level I, AQL 0.65)
    Residual PowderASTM D6124Powder residue limit of ≤2.0 mg per glovePass
    Protein ContentASTM D5712≤ 200 µg/dm2Pass
    Biocompatibility
    Primary Skin IrritationISO 10993-10Not a primary skin irritantNot a primary skin irritation (Passes)
    Dermal SensitizationISO 10993-10Not a contact sensitizerNot a contact sensitizer (Passes)
    Acute Systemic ToxicityISO 10993-11No biological reactivity shownNo biological reactivity shown (It is concluded that the devices did not induce any acute systemic toxicity)
    Material Mediated PyrogenicityISO 10993-11No increase of temperature (Non-pyrogenic)No increase of temperature (It is concluded that the devices are non-pyrogenic)
    Cytotoxicity - Direct ContactISO 10993-5Non-cytotoxicNon-cytotoxic for S&C/S&P gloves
    Cytotoxicity - MEM ElutionISO 10993-5Non-cytotoxicFor Green gloves: Under the conditions of this study, the test article extract showed potential toxicity to L929 cells. For Strip&Coat/Strip&Pack gloves: Non-cytotoxic for S&C/S&P gloves (Note: This is a discrepancy with the table on page 16, which only shows the Green glove result for MEM Elution. However, the final conclusion states non-cytotoxic for S&C/S&P gloves in the direct contact test, implying potential difference in test methods or interpretation for the two types of gloves).
    Bacterial EndotoxinLimulus Amoebocyte Lysate (LAL) test≤20 EU/pair of glovesPass
    Chemotherapy Drug PermeationASTM D6978-05Breakthrough Detection Time in Minutes: Generally >240 minutesGreen Glove: Most drugs >240 min. Exceptions: Carmustine (11.9 min), Thiotepa (14.7 min). Strip&Coat/Strip&Pack Glove: Most drugs >240 min. Exceptions: Carmustine (5.7 min), Thiotepa (13.8 min). WARNING labels are provided for Carmustine and Thiotepa.
    Fentanyl Citrate PermeationASTM D6978-05Breakthrough Detection Time in Minutes: No breakthrough up to 240 minutesNo breakthrough up to 240 minutes (for both glove types).
    Sterility StatusMedical Glove Guidance Manual - LabelingSterileSterile
    Sterility MethodISO 11137-1, ISO 11137-2Gamma Radiation (effective)Gamma Radiation (Same as predicate)

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

    • Sample Size for Test Set: The document does not explicitly state the specific number of gloves (sample size) used for each physical, chemical, and biocompatibility test. It refers to compliance with ASTM standards, which typically specify minimum sample sizes for testing (e.g., ASTM D5151 for watertightness requires a specific inspection level and AQL, implying a certain sample size based on lot size). However, the exact sample numbers are not itemized here.
    • Data Provenance: The tests are non-clinical (laboratory tests) performed on the manufactured gloves. The manufacturer is WRP Asia Pacific Sdn. Bhd., located in Malaysia (as per Section 1.0 Submitter). The data is generated from testing of the finished device. It is inherently "prospective" in the sense that the tests were conducted specifically for this submission, validating the device's properties.

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

    • Not Applicable. This is a medical device submission based on a laboratory evaluation against recognized performance standards (ASTM, ISO, CFR). The "ground truth" for the device's physical and chemical properties is established by these objective, standardized test methods and their defined acceptance criteria, not by human expert interpretation or consensus as would be the case for an AI-enabled diagnostic device.

    4. Adjudication Method for the Test Set

    • Not Applicable. As the tests are objective, laboratory-based measurements (e.g., tensile strength, breakthrough time, watertightness), there is no need for expert adjudication. The results are quantitative and compared directly to predetermined numerical acceptance criteria.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done

    • No, a MRMC comparative effectiveness study was not done. This type of study is relevant for diagnostic devices that involve human interpretation (e.g., radiologists reading images) and the impact of AI assistance on that interpretation. This submission is for a physical barrier device (surgical gloves), not an AI-enabled diagnostic tool.

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

    • Not Applicable. This is not an AI algorithm.

    7. The Type of Ground Truth Used

    • Ground Truth: The ground truth for this device is established by objective, standardized test methods and their defined acceptance criteria. These standards (e.g., ASTM D3577, ASTM D6978-05, ISO 10993 series) specify a methodology for testing and a quantitative or qualitative result that the device must meet (e.g., minimum tensile strength, maximum protein content, no breakthrough of chemicals). The chemical permeation results are based on the ASTM D6978-05 standard for chemotherapy drug permeation.

    8. The Sample Size for the Training Set

    • Not Applicable. There is no "training set" as this is not an AI/machine learning device. The glove is a manufactured product whose performance is evaluated against material and safety standards.

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

    • Not Applicable. Since there is no training set, this question is not relevant.
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    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific Sdn. Bhd.

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

    A patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner. These gloves were tested for use with Chemotherapy Drugs and Fentanyl Citrate as per ASTM D6978-05 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs.

    Device Description

    Dual Color Nitrile Examination Gloves, Powder Free, Non-Sterile, Tested For Use With Chemotherapy Drugs And Fentanyl meets all requirements of ASTM standard D6319-19. The powder free examination glove is manufactured from synthetic rubber nitrile. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is ambidextrous, i.e. can be worn on right hand or left hand. The physical properties of glove i.e. tensile strength meet ASTM standard D6319. Device is intended for single use and nonsterile. The powder free examination glove, non-sterile is supplied in the following sizes: S, M, L, XL and XXL. This glove is green (inner) and white (outer) in color and powder free.

    AI/ML Overview

    The provided text describes the acceptance criteria and performance of "Dual Color Nitrile Examination Gloves, Powder Free, Non-Sterile, Tested For Use With Chemotherapy Drugs And Fentanyl". This is a medical device, specifically examination gloves, and therefore the "study" concerns non-clinical performance testing rather than studies involving human participants or AI algorithms.

    Here's a breakdown of the requested information based on the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance:

    Test MethodStandardAcceptance CriteriaReported Device Performance
    Physical Properties
    Tensile Strength (Before aging)ASTM D412Min 14.0 MPaPass
    Ultimate Elongation (Before aging)ASTM D412Min 500%Pass
    Tensile Strength (After aging)ASTM D412Min 14.0 MPaPass
    Ultimate Elongation (After aging)ASTM D412Min 400%Pass
    Dimension
    Length (Small)ASTM D3767Min 220 mmPass
    Length (Medium)ASTM D3767Min 230 mmPass
    Length (Large)ASTM D3767Min 230 mmPass
    Length (Extra Large)ASTM D3767Min 230 mmPass
    Length (Double Extra Large)ASTM D3767Min 230 mmPass
    Width (Small)ASTM D376780 ± 10 mmPass
    Width (Medium)ASTM D376795 ± 10 mmPass
    Width (Large)ASTM D3767110 ± 10 mmPass
    Width (Extra Large)ASTM D3767120 ± 10 mmPass
    Width (Double Extra Large)ASTM D3767130 ± 10 mmPass
    Thickness (Finger)ASTM D3767Min 0.05 mmPass
    Thickness (Palm)ASTM D3767Min 0.05 mmPass
    Watertight
    Hole Detection (All sizes listed)ASTM D5151AQL: 1.5Found 0 (Pass) for all sizes
    Residual PowderASTM D6124Less than 2.0 mg per glovePass
    Biocompatibility
    Primary Skin IrritationISO 10993-10 (E)Not an irritantPass
    Dermal SensitizationISO 10993-10 (E)Not a sensitizerPass
    Acute Systemic ToxicityISO 10993-11 (E)No acute systemic toxicityPass
    Chemotherapy Drug PermeationASTM D6978-05
    Carmustine (BCNU) (3.3 mg/ml)Minimum breakthrough time >240 min (general criteria listed)44.5 min (explicitly stated in the table, with warning that it is low)
    Cisplatin (1.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Cyclophosphamide (20.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Dacarbazine (10.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Doxorubicin HCl (2.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Etoposide (20.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Fluorouracil (50.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Ifosfamide (50.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Methotrexate (25.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Mitoxantrone HCl (2.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Paclitaxel (6.0 mg/ml)Minimum breakthrough time >240 min>240 min
    ThioTepa (10.0 mg/ml)Minimum breakthrough time >240 min (general criteria listed)79.1 min (explicitly stated in the table, with warning that it is low)
    Vincristine Sulfate (1.0 mg/ml)Minimum breakthrough time >240 min>240 min
    Fentanyl Citrate (50 mcg/ml)Minimum breakthrough time >240 min>240 min
    Shelf LifeASTM D71603 years (based on accelerated aging)Established 3 years

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

    • For Watertightness (ASTM D5151):
      • Small: 200 pcs
      • Medium: 315 pcs
      • Large: 315 pcs
      • Extra Large: 315 pcs
      • Double Extra Large: 200 pcs
    • For other tests (Physical Properties, Dimension, Residual Powder, Biocompatibility, Chemotherapy Drug and Fentanyl Citrate Permeation): The specific sample sizes are not explicitly stated in the provided text. However, for these types of non-clinical tests, samples are typically drawn from manufacturing lots according to the requirements of the respective ASTM or ISO standards.
    • Data Provenance: The document does not specify the country of origin of the data or whether the tests were retrospective or prospective. It is a report of completed non-clinical performance and safety testing.

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

    This information is not applicable. The document describes the performance of a physical medical device (gloves) through standardized non-clinical laboratory testing (e.g., tensile strength, chemical permeation) to establish its physical and chemical properties and safety. There is no "ground truth" to be established by human experts in the context of diagnostic performance or clinical outcomes for this type of device.

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

    This information is not applicable. Adjudication methods like 2+1 or 3+1 are typically used in clinical studies, particularly for diagnostic devices or AI algorithms, to resolve discrepancies in human expert interpretations or to establish a consensus ground truth. This document pertains to non-clinical laboratory testing of a tangible product.

    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:

    This is not applicable. The device is a physical examination glove, not an AI-powered diagnostic tool. Therefore, no MRMC comparative effectiveness study was done, and there is no AI assistance involved.

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

    This is not applicable. The device is a physical examination glove, not an algorithm, so there is no standalone algorithm performance to evaluate.

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

    The "ground truth" for this device's performance is established by the accepted methodologies and metrics defined in the referenced ASTM and ISO standards for physical, chemical, and biocompatibility testing. For example:

    • Physical properties (tensile strength, elongation) are measured objectively using a Tensile Testing Machine.
    • Dimension (length, width, thickness) is measured using appropriate measurement tools.
    • Watertightness is determined objectively by inspecting for holes after filling with water.
    • Chemical permeation is physically measured based on the detection time of breakthrough.
    • Biocompatibility is assessed through standardized in-vitro or in-vivo (animal) tests specified by ISO 10993 standards.

    There is no "expert consensus," "pathology," or "outcomes data" ground truth in the traditional sense of a diagnostic or therapeutic device for this type of product.

    8. The sample size for the training set:

    This is not applicable. The device is a physical product, not a machine learning model, so there is no training set.

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

    This is not applicable as there is no training set for a physical product.

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    K Number
    K230578
    Date Cleared
    2023-08-31

    (183 days)

    Product Code
    Regulation Number
    878.4460
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific Sdn. Bhd.

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

    A powder-free sterile surgeon's glove is a disposable device made of synthetic rubber intended to be worn on the hands of healthcare personnel as a barrier for protection against cross-contamination between the healthcare personnel and patient. These gloves were tested for use with Chemotherapy Drugs as per ASTM D6978 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs: Chemotherapy Drug Permeation The following chemicals have been tested with these gloves. (Table of chemotherapy drugs and breakthrough times) Fentanyl Citrate Injection 100mcg/2mL No breakthrough up to 240 minutes

    Device Description

    This is a disposable polyisoprene surqical glove that is tested for use with chemotherapy drugs and fentanyl. The device is composed of two layers which are not attached in the fingers or palm/back of hand region, but are attached in the cuff area. The outer layer of the glove is white and the inner layer is green. The glove is supplied in the following sizes: 5½, 6, 6½, 7, 7½, 8, 81/2 and 9, and is provided sterile. No shelf life is claimed.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study information based on the provided document:

    This document is a 510(k) premarket notification for a medical device (surgical gloves), which primarily relies on non-clinical testing to demonstrate substantial equivalence to a predicate device. Therefore, many of the questions related to clinical studies, expert-based ground truth, and human-in-the-loop performance are not applicable (N/A) in this context.

    1. Table of Acceptance Criteria and Reported Device Performance

    Characteristic/Test MethodStandard/Purpose of TestingAcceptance CriteriaReported Device Performance (K230578)
    Physical Properties
    Before Aging Outer Layer: Tensile StrengthASTM D412 (Standard Test Method for Vulcanized Rubber and Thermoplastic Elastomers)Min. 17MPaPass (Meets)
    Before Aging Outer Layer: Ultimate ElongationASTM D412Min. 650%Pass (Meets)
    Before Aging Outer Layer: Stress at 500% ElongationASTM D412Max. 7.0MPaPass (Meets)
    After Aging Outer Layer: Tensile StrengthASTM D412Min. 12MPaPass (Meets)
    After Aging Outer Layer: Ultimate ElongationASTM D412Min. 490%Pass (Meets)
    Before Aging Inner Layer: Tensile StrengthASTM D412Min. 17MPaPass (Meets)
    Before Aging Inner Layer: Ultimate ElongationASTM D412Min. 650%Pass (Meets)
    Before Aging Inner Layer: Stress at 500% ElongationASTM D412Max. 7.0MPaPass (Meets)
    After Aging Inner Layer: Tensile StrengthASTM D412Min. 12MPaPass (Meets)
    After Aging Inner Layer: Ultimate ElongationASTM D412Min. 490%Pass (Meets)
    Before Aging Cuff Region: Tensile StrengthASTM D412Min. 17MPaPass (Meets)
    Before Aging Cuff Region: Ultimate ElongationASTM D412Min. 650%Pass (Meets)
    Before Aging Cuff Region: Stress at 500% ElongationASTM D412Max. 7.0MPaPass (Meets)
    After Aging Cuff Region: Tensile StrengthASTM D412Min. 12MPaPass (Meets)
    After Aging Cuff Region: Ultimate ElongationASTM D412Min. 490%Pass (Meets)
    Dimension (Length, Width, Thickness)ASTM D3767 (Standard Practice for Rubber - Measurement of Dimensions)Each size satisfies ASTM requirement (specific ranges listed for each size, e.g., 5½: Min. 245mm length, 70 ± 6 mm width)Pass (Each size satisfies ASTM requirement)
    WatertightASTM D5151 (Standard Test Method for Detection of Holes in Medical Gloves)Freedom from holes AQL 1.5Pass
    Residual PowderASTM D6124 (Standard Test Method for Residual Powder and non-powder solids on Medical Gloves)Have a powder residue below 2.0 mg per glovePass
    Biocompatibility: Primary Skin IrritationISO 10993-10 (E)Under the conditions of the study, not an irritantPass (Not an irritant)
    Biocompatibility: Dermal SensitizationISO 10993-10 (E)Under the conditions of the study, not a sensitizerPass (Not a sensitizer)
    Biocompatibility: Acute Systemic ToxicityISO 10993-11 (E)Under the conditions of the study, no acute systemic toxicityPass (No acute systemic toxicity)
    Biocompatibility: Material Mediated PyrogenicityISO 10993-11 (E)Under the conditions of the study, non-pyrogenicPass (Non-pyrogenic)
    Biocompatibility: Bacterial EndotoxinsLAL Gel Clot, ANSI/AAMI CT73≤20 EU/devicePass
    Chemotherapy Drug Permeation (ASTM D6978-05)Minimum Breakthrough Detection Time for specific drugs (see Chemo Drug Permeation table)Varies by drug (e.g., Carmustine: 67.6 min, Cisplatin: > 240 min, Thiotepa: 77.7 min)
    Fentanyl Resistant (ASTM D6978-05)No breakthrough up to 240 minutes for Fentanyl Citrate Injection (100mcg/2mL)No breakthrough up to 240 minutes

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

    The document does not specify the exact sample sizes used for each non-clinical test (e.g., how many gloves were tested for tensile strength or dimensional analysis). It refers to standard test methods (e.g., ASTM D412, ASTM D3767, ASTM D5151, ASTM D6124, ISO 10993-10, ISO 10993-11, ASTM D6978-05), which inherently define the required sample sizes for conducting those tests to achieve statistically valid results according to their respective standards. The data provenance is Malaysia, as the submitter (WRP Asia Pacific Sdn. Bhd.) is located in Malaysia. The testing is retrospective, conducted specifically for this submission.

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

    N/A. This device's performance is established through objective, standardized physical and chemical testing, not expert interpretation of cases or images.

    4. Adjudication method for the test set

    N/A. Adjudication methods like 2+1 or 3+1 are typically used in clinical studies or studies involving human readers, where there's subjectivity in interpretation. This is not relevant for the objective physical and chemical tests performed on the surgical gloves.

    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

    N/A. This is not an AI-assisted device. The device itself is a surgical glove.

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

    N/A. This is not an algorithm or AI-based device.

    7. The type of ground truth used

    The "ground truth" for the performance of the surgical gloves is established by objective measurements against established industry standards and regulatory requirements. For example:

    • Physical Properties: Measured tensile strength, elongation, and stress values are compared against minimum/maximum thresholds defined by ASTM D3577 and D412.
    • Dimensions: Measured lengths, widths, and thicknesses are compared against specified ASTM D3577 requirements for each glove size.
    • Watertightness: The number of detected holes is compared against the Acceptable Quality Limit (AQL) of 1.5 as per ASTM D5151 and D3577.
    • Residual Powder: The measured powder residue is compared against the limit of ≤2.0 mg/glove as per ASTM D6124 and D3577.
    • Biocompatibility: Biological responses (irritation, sensitization, systemic toxicity, pyrogenicity) are evaluated against the criteria for "Pass" as defined by ISO 10993-10 and ISO 10993-11.
    • Chemotherapy Drug Permeation and Fentanyl Resistance: The breakthrough detection times are measured according to ASTM D6978 and compared against established timeframes.

    8. The sample size for the training set

    N/A. This is not an AI/machine learning device that requires a training set.

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

    N/A. Not applicable as there is no training set for this device.

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    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific SDN. BHD.

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

    A powder-free sterile surgeon's glove is a disposable device made of synthetic rubber intended to be worn on the hands of healthcare personnel as a barrier for protection against cross-contamination between the healthcare personnel and patient. These gloves were tested for use with Chemotherapy Drugs as per ASTM D6978 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs and Fentanyl Citrate.

    Device Description

    Powder Free Polyisoprene Surgical Glove, Sterile, Tested for Use with Chemotherapy Drugs and Fentanyl Resistance meets all the requirements of ASTM standard D3577, ASTM D6978-05 and FDA 21 CFR 878.4460. The powder free polyisoprene surgical glove is manufactured from 100% synthetic polyisoprene latex. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is hand specific. The physical properties of qlove, i.e., tensile strength meets ASTM standard D3577. Device is intended for single use. The powder free polyisoprene surgical glove, sterile is supplied in the following sizes: 5½, 6, 6½, 7, 7½, 8, 8½ and 9. This glove comes in natural color and powder free.

    AI/ML Overview

    The provided text describes the acceptance criteria and performance data for a medical device (Polyisoprene Surgical Glove) in the context of an FDA 510(k) submission. It focuses on the device's physical properties, safety (biocompatibility), and resistance to chemotherapy drugs and fentanyl. This is a medical device, not an AI/ML device, so many of the requested elements for AI/ML performance studies (e.g., sample size for test/training sets, expert ground truth, MRMC studies, effect size, etc.) are not applicable or present in this document.

    However, I can extract the acceptance criteria and device performance based on the non-clinical testing sections provided.

    Here's a breakdown of the available information:

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

    The document provides extensive tables (Table 1, starting on page 7, and the "Summary of Non-Clinical Testing" tables starting on page 16) detailing the characteristics, standards, acceptance criteria, and device performance. I will consolidate the key acceptance criteria and reported performance from these tables.

    CharacteristicStandard/Purpose of TestingAcceptance CriteriaReported Device Performance
    Physical PropertiesASTM D412 (Standard Test Method for Vulcanized Rubber and Thermoplastic Elastomers - Tension)Before Aging: Min. 17MPa (Tensile Strength), Min. 650% (Ultimate Elongation), Max. 7.0MPa (Stress at 500% Elongation)Pass (Meets criteria)
    After Aging: Min. 12MPa (Tensile Strength), Min. 490% (Ultimate Elongation), N/A (Stress at 500% Elongation)Pass (Meets criteria)
    Dimension (Length)ASTM D3767 (Standard Practice for Rubber - Measurement of Dimensions)Varies by size (e.g., 5½: Min. 245 mm, 6.0: Min. 265 mm, etc.)Pass for all sizes (Meets criteria)
    Dimension (Width)ASTM D3767 (Standard Practice for Rubber - Measurement of Dimensions)Varies by size (e.g., 5½: 70 ± 6 mm, 6.0: 76 ± 6 mm, etc.)Pass for all sizes (Meets criteria)
    Dimension (Thickness)ASTM D3767 (Standard Practice for Rubber - Measurement of Dimensions)Finger: Min. 0.10 mm, Palm: Min. 0.10 mm, Cuff: Min. 0.10 mmPass for all (Meets criteria)
    WatertightASTM D5151 (Standard Test Method for Detection of Holes in Medical Gloves)Sample size: 125 pcs, Inspection level: GI, AQL: 0.65, Acceptance No. 2, Found 1Pass (Found 1, which is within the AQL of 0.65)
    Residual PowderASTM D6124 (Standard Test Method for Residual Powder on Medical Gloves)Have a powder residue limit of 2.0 mg per glovePass (Meets ≤ 2.0 mg/glove)
    Biocompatibility (Primary Skin Irritation)ISO 10993-10 (E) & Consumer Product Safety Commission Title 16, Chapter II, Part 1500Not a primary skin irritationPass (Not a primary skin irritant)
    Biocompatibility (Dermal Sensitization)ISO 10993-10 (E) & Consumer Product Safety Commission, Title 16, Chapter II, Part 1500.3 (c) (4)Not a contact sensitizerPass (Not a contact sensitizer)
    Biocompatibility (Acute Systemic Toxicity)ISO 10993-11 (E)No biological reactivity shownPass (Concluded that the product did not induce any systemic toxicity)
    Biocompatibility (Material Mediated Pyrogenicity)ISO 10993-11 (E)No increase of temperaturePass (Concluded that the product is considered to be non-pyrogenic)
    Chemotherapy Drug PermeationASTM D6978 (Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs)Varies by drug (e.g., Cisplatin: > 240 mins, Carmustine: 24.0 mins, ThioTepa: 23.1 mins)Reported specific breakthrough times, meeting or exceeding expectations for most drugs. Warnings issued for drugs with low permeation times.
    Fentanyl ResistanceASTM D6978 (Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs)No breakthrough up to 240 minutesNo breakthrough up to 240 minutes

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

    • Sample Size for Test Set:
      • For the Watertight test (ASTM D5151), the sample size was 125 pieces.
      • For other physical and material tests (e.g., Physical Properties, Dimension, Residual Powder, Biocompatibility), specific sample sizes are not explicitly stated in the provided text, but testing standards (e.g., ASTM D412, D3767, D6124, ISO 10993 series) would prescribe minimum sample sizes for these tests.
      • For Chemotherapy Drug and Fentanyl Permeation, the ASTM D6978 standard would specify the number of samples required, but this is not detailed in the document.
    • Data Provenance: The testing was conducted as part of a 510(k) submission for a device manufactured by WRP Asia Pacific Sdn. Bhd. (Malaysia). The tests themselves are non-clinical, laboratory-based tests adhering to international and ASTM standards. The data is thus prospective, generated specifically for this submission.

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

    • Not Applicable. This is a medical device (glove) filing, not an AI/ML device requiring human expert annotation or ground truth establishment in the traditional sense. The "ground truth" for the device's performance is established by the results of standardized physical, chemical, and biological tests, not by human expert interpretation.

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

    • Not Applicable. As this is not an AI/ML study involving human interpretation of data where adjudication is needed, no such method was employed. The results are quantitative measurements against established test standards.

    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:

    • No. This is not an AI/ML device, and no MRMC comparative effectiveness study was performed. The device is a physical barrier (surgical glove).

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

    • Not Applicable. This device is a physical product (glove), not an algorithm or AI. Its performance is inherent to its material and manufacturing, tested against physical and chemical standards.

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

    • The "ground truth" for this device's performance is based on objective measurements and chemical/physical analyses performed according to established and recognized international standards (ASTM, ISO). For example:
      • Tensile strength (measured in MPa, physical property).
      • Elongation (measured in %, physical property).
      • Dimensions (measured in mm, physical property).
      • Detection of holes (binary, based on water leakage).
      • Residual powder (measured in mg/glove, chemical analysis).
      • Permeation breakthrough time (measured in minutes, chemical analysis).
      • Biocompatibility tests (evaluating biological reactions based on validated assays).

    8. The sample size for the training set:

    • Not Applicable. This is not an AI/ML device, so there is no "training set."

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

    • Not Applicable. As there is no training set for an AI/ML model, there is no ground truth to establish for it.
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    K Number
    K211601
    Date Cleared
    2022-08-22

    (455 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific SDN. BHD.

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

    A patient examination glove is a disposable device made of natural rubber latex intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner.

    Device Description

    The powder free latex examination glove is manufactured from natural rubber latex. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is ambidextrous, i.e. can be worn on right hand or left hand. The physical properties of glove i.e. tensile strength meet ASTM standard D3578. Device is intended for single use and nonsterile. The powder free latex examination glove, non-sterile is supplied in the following sizes: XS, S, M, L and XL. This qlove is natural in color is added) and powder free.

    AI/ML Overview

    The provided text is a 510(k) premarket notification for a medical device: "Natural Rubber Latex Examination Glove, Non-Sterile, Powder Free." This type of submission relies on demonstrating substantial equivalence to a legally marketed predicate device rather than clinical efficacy studies often associated with AI/ML devices. Therefore, the questions related to AI/ML device testing (e.g., ground truth establishment by experts, MRMC studies, training set details) are not applicable to this submission.

    However, I can extract the acceptance criteria and performance data for the physical characteristics of the examination gloves, which are the relevant "performance" metrics for this device.

    Here's the information based on the provided text, focusing on the non-clinical testing:

    1. Table of Acceptance Criteria and Reported Device Performance

    CharacteristicStandardAcceptance CriteriaReported Device PerformanceStatus
    Physical Properties (Before Aging)ASTM D412 (Tension)
    Tensile StrengthASTM D412Min 18.0 MPaXS: 24.40 MPa, S: 24.56 MPa, M: 27.18 MPa, L: 26.51 MPa, XL: 26.11 MPaPass
    Ultimate ElongationASTM D412Min 650%XS: 792 %, S: 808 %, M: 817 %, L: 811 %, XL: 783 %Pass
    Stress at 500% ElongationASTM D412Max. 5.5 MPaXS: 4.77 MPa, S: 5.11 MPa, M: 4.55 MPa, L: 4.85 MPa, XL: 5.22 MPaPass
    Physical Properties (After Aging)ASTM D412 (Tension)
    Tensile StrengthASTM D412Min 14.0 MPaXS: 25.59 MPa, S: 22.37 MPa, M: 27.16 MPa, L: 25.95 MPa, XL: 26.67 MPaPass
    Ultimate ElongationASTM D412Min 500%XS: 802 %, S: 723 %, M: 809 %, L: 829 %, XL: 785 %Pass
    DimensionASTM D3767 (Rubber Measurement of Dimensions)
    LengthASTM D3767Min 240 mm (for all sizes)XS: 243 mm, S: 243 mm, M: 243 mm, L: 243 mm, XL: 243 mmPass
    WidthASTM D3767XS: Max 80 mm, S: Min 80 ± 10 mm, M: Min 95 ± 10 mm, L: Min 110 ± 10 mm, XL: Min 110 mmXS: 78 mm, S: 84 mm, M: 95 mm, L: 106 mm, XL: 116 mmPass
    Thickness (Finger)ASTM D3767Min 0.11 mmXS: 0.14 mm, S: 0.14 mm, M: 0.15 mm, L: 0.15 mm, XL: 0.16 mmPass
    Thickness (Palm)ASTM D3767Min 0.09 mmXS: 0.12 mm, S: 0.12 mm, M: 0.12 mm, L: 0.12 mm, XL: 0.13 mmPass
    WatertightASTM D5151 (Detection of Holes in Medical Gloves)Inspection Level 1, AQL 1.0 (Acceptance no. 5 for 200 pcs, Acceptance no. 10 for 500 pcs)XS: Found 0 leaks (Sample 200), S: Found 1 leak (Sample 500), M: Found 3 leaks (Sample 500), L: Found 3 leaks (Sample 500), XL: Found 3 leaks (Sample 200)Pass
    Residual PowderASTM D6124 (Residual Powder on Medical Gloves)Powder residue limit of 2.0 mg per gloveXS: 0.2 mg, S: 0.5 mg, M: 0.1 mg, L: 0.1 mg, XL: 0.2 mgPass
    Extractable Protein ContentASTM D5712-99 (Protein in Natural Rubber)200 µg/dm² MaxLess than 50 µg/dm²Pass

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

    • Physical Properties: Data is provided for each size (XS, S, M, L, XL). The specific sample size for each test (e.g., number of gloves tested for tensile strength) is not explicitly stated, but the results represent the performance across these sizes.
    • Dimension: Data is provided for each size (XS, S, M, L, XL).
    • Watertight:
      • XS & XL: Sample size 200 pcs each.
      • S, M, L: Sample size 500 pcs each.
      • Data Provenance: The document does not specify the country of origin where the testing was conducted or if it was retrospective/prospective. It's non-clinical lab testing.
    • Residual Powder: Sample size: 5 pcs.
    • Extractable Protein Content: Sample size: 3 pcs.

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

    Not applicable. This device is an examination glove, and its performance is evaluated through standardized physical, chemical, and biocompatibility tests, not clinical expert review of images or medical data. The "ground truth" is defined by the parameters of the ASTM standards and the test results.

    4. Adjudication Method for the Test Set

    Not applicable. The tests performed are objective, quantitative measurements against predefined standards, not subjective assessments requiring multiple reviewers or adjudication.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size

    No. This is not an AI/ML device or a diagnostic device that would typically undergo MRMC studies.

    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    Not applicable. This is a physical medical device (glove), not an algorithm.

    7. The Type of Ground Truth Used

    The ground truth is established by international and national standards (e.g., ASTM D3578, ASTM D412, ASTM D3767, ASTM D5151, ASTM D6124, ASTM D5712-99, ISO 10993 series) for physical properties, biocompatibility, and manufacturing quality of medical gloves. These standards define the measurable acceptance criteria.

    8. The Sample Size for the Training Set

    Not applicable. This is not an AI/ML device.

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

    Not applicable. This is not an AI/ML device.

    Summary of Study Type:

    The document describes non-clinical performance testing against established industry standards (ASTM, ISO) to demonstrate that the Natural Rubber Latex Examination Glove meets all relevant safety and performance requirements and is substantially equivalent to a legally marketed predicate device (K202377). It's a bench testing/laboratory study based on adherence to quantitative standards rather than a clinical trial or AI/ML model validation study.

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    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP Asia Pacific SDN BHD

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

    A patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner. These gloves were tested for use with chemotherapy drugs and Fentany] Citrate per ASTM D6978-05 (Re-approved 2013) Standard Practice for assessment of Medical Gloves to Permeation by Chemotherapy Drugs.

    Device Description

    Powder Free Black Nitrile Patient Examination Gloves, Non-Sterile, Tested for Fentanyl Resistance meet all requirements of ASTM D6319, ASTM D6978, and FDA 21 CFR 880.6250. The powder free nitrile examination glove is manufactured from nitrile, a synthetic rubber. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is ambidextrous, i.e. can be worn on right hand or left hand.

    AI/ML Overview

    This document describes the premarket notification (510(k)) for the Dermagrip Powder Free Black Nitrile Patient Examination Gloves, Non-Sterile, Tested for Use with Chemotherapy Drugs and Fentanyl Resistant. The focus of the study is on the non-clinical performance testing of the gloves.

    1. Table of Acceptance Criteria and Reported Device Performance

    The device performance is compared against several standards, including ASTM D6319, ASTM D6124, ASTM D412, ASTM D3767, ASTM D5151, and ASTM D6978, as well as ISO 10993 for biocompatibility.

    CharacteristicStandardAcceptance CriteriaReported Device Performance
    Physical PropertiesASTM D412 (Vulcanized Rubber and Thermoplastic Elastomers-Tension)Tensile Strength: Min 14.0 MPa; Ultimate Elongation: Min 400% (After Aging)Tensile Strength: Min 14.0 MPa (Before Aging); 14MPa min (After Aging); Ultimate Elongation: Min 500% (Before Aging); 400% min (After Aging)
    DimensionsASTM D3767 (Measurement of Dimensions)Length (all sizes): Min 240 mm; Width (XS: ≤ 80 mm, S: 80 ± 10, M: 95 ± 10, L: 110 ± 10, XL: ≥ 110); Thickness (Finger: Min 0.05 mm, Palm: Min 0.05 mm, Cuff: Min 0.05 mm)All dimensions passed, consistent with the minimum requirements.
    Powder FreeASTM D6124 (Residual Powder on Medical Gloves)Less than 2 mg per gloveLess than 2 mg per glove
    WatertightASTM D5151 (Detection of Holes in Medical Gloves)Sample size: 500 pcs; Inspection level: G1; AQL: 1.5, Acceptance No. 10Inspection level: G1; AQL: 1.5, Found 2 (within acceptance criteria)
    Chemotherapy Drug PermeationASTM D6978-05 (Re-approved 2013) (Assessment of Medical Gloves to Permeation by Chemotherapy Drugs)Minimum breakthrough detection time for various drugsCarmustine (BCNU): 21.2 minutes; Thiotepa: 34.6 minutes; Others (>240 minutes for Cisplatin, Cyclophosphamide, Dacarbazine, Doxorubicin Hydrochloride, Etoposide, Fluorouracil, Ifosfamide, Methotrexate, Mitomycin C, Mitoxantrone, Paclitaxel, Vincristine Sulfate)
    Fentanyl ResistanceASTM D6978Breakthrough detection time for Fentanyl Citrate InjectionNo breakthrough up to 240 minutes
    Primary Skin IrritationISO 10993-10:2010 (E) & Consumer Product Safety Commission Title 16. Chapter II, Part 1500Non IrritatingPasses (Not a primary skin irritant, PII "0")
    Dermal SensitizationISO 10993-10: 2010 (E) & Consumer Product Safety Commission, Title 16, Chapter II, Part 1500.3 (c) (4)Non SensitizationPasses (Not a contact sensitizer)
    CytotoxicityISO 10993-5: 2009 (E)Non CytotoxicAcute systemic toxicity testing performed to demonstrate safety (Different from predicate which was Non Cytotoxic).
    Acute Systemic ToxicityISO 10993-11:2017 (E)No systemic toxicityConcluded that the product did not induce any systemic toxicity.

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

    The document primarily describes non-clinical testing.

    • For the watertight test, the sample size used was 500 pieces.
    • Specific sample sizes for other tests like physical properties, dimensions, residual powder, and biocompatibility are not explicitly stated in quantity, but imply a representative sample was tested to meet the ASTM and ISO standards.
    • The data provenance is from laboratory testing (non-clinical) conducted by the manufacturer, WRP Asia Pacific Sdn Bhd, based in Malaysia. The studies are prospective as they are testing the new device.

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

    This information is not applicable as the document describes non-clinical performance testing of medical gloves against established engineering and biological standards, not clinical studies requiring expert interpretation of medical images or patient outcomes. The "ground truth" for these tests is defined by the specific test methods and their measurable endpoints (e.g., breakthrough time, tensile strength values).

    4. Adjudication Method for the Test Set

    This information is not applicable as the document describes non-clinical performance testing against objective standards, not subjective assessments requiring adjudication by multiple readers.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size of AI Improvement

    This information is not applicable. The device is a medical glove, not an AI-assisted diagnostic or therapeutic tool. Therefore, an MRMC study or AI-related metrics are irrelevant.

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

    This information is not applicable. The device is a medical glove, and no algorithm or AI component is involved.

    7. The Type of Ground Truth Used

    The ground truth used for these studies is based on established industry standards and regulatory requirements, including:

    • ASTM standards (e.g., ASTM D412, D3767, D5151, D6124, D6978) for physical properties, dimensions, watertight integrity, residual powder, and chemical permeation.
    • ISO 10993 standards for biocompatibility (primary skin irritation, dermal sensitization, cytotoxicity, acute systemic toxicity).
      These standards define objective, measurable criteria for the glove's performance.

    8. The Sample Size for the Training Set

    This information is not applicable. There is no "training set" as this is not a machine learning or AI-based device. Performance is evaluated against pre-defined, physical, and chemical standards.

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

    This information is not applicable due to the absence of a training set for this device. The "ground truth" for evaluating the glove's performance is established by the methodologies and specified outcomes mandated by the referenced ASTM and ISO standards.

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    K Number
    K203030
    Date Cleared
    2021-06-11

    (252 days)

    Product Code
    Regulation Number
    878.4460
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP ASIA PACIFIC SDN BHD

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

    A powder-free sterile surgeon's glove is a disposable device made of synthetic rubber intended to be worn on the hands of healthcare personnel as a barrier for protection against cross-contamination between the healthcare personnel and patient.

    These gloves were tested for use with Chemotherapy Drugs as per ASTM D6978 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs:

    Chemotherapy DrugConcentrationAverage Breakthrough Detection Time (Minutes)
    * Carmustine (BCNU) (3.3 mg/ml)27.3
    Cisplatin (1.0 mg/ml)> 240
    Cyclophosphamide (Cytoxan) (20.0 mg/ml)> 240
    Dacarbazine (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 (6.0 mg/ml)> 240
    * ThioTepa (10.0 mg/ml)26.9
    Vincristine Sulfate (1.0 mg/ml)> 240

    *WARNING: Do not use Carmustine and ThioTepa.

    Device Description

    Not Found

    AI/ML Overview

    This document is a 510(k) premarket notification for a medical device, specifically Powder Free Nitrile Surgical Glove, Sterile, Tested For Use With Chemotherapy Drugs. The purpose of this notification is to demonstrate substantial equivalence to a legally marketed predicate device, not necessarily to present a study proving the device meets specific acceptance criteria in the context of an AI/ML algorithm.

    Therefore, many of the requested details about acceptance criteria, test sets, experts, and ground truth are not directly applicable to a 510(k) submission for a non-AI/ML medical device like a surgical glove.

    However, based on the provided text, we can extract information regarding the device's performance against specific standards:

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

    The acceptance criteria here are implicitly defined by the ASTM D6978 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs. The reported device performance is presented in the table provided in the "Indications for Use" section. For most drugs, the performance exceeds 240 minutes, with the notable exception of Carmustine and ThioTepa.

    Chemotherapy DrugConcentrationAcceptance Criteria (Implied by standard and "good" performance for others)Reported Device Performance (Average Breakthrough Detection Time (Minutes))Comments
    Carmustine (BCNU) (3.3 mg/ml)---> 240 minutes (ideal, based on other drugs)27.3WARNING: Do not use
    Cisplatin (1.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Cyclophosphamide (Cytoxan) (20.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Dacarbazine (10.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Doxorubicin Hydrochloride (2.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Etoposide (20.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Fluorouracil (50.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Ifosfamide (50.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Methotrexate (25.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Mitomycin C (0.5 mg/ml)---> 240 minutes> 240Acceptable performance
    Mitoxantrone (2.0 mg/ml)---> 240 minutes> 240Acceptable performance
    Paclitaxel (6.0 mg/ml)---> 240 minutes> 240Acceptable performance
    ThioTepa (10.0 mg/ml)---> 240 minutes (ideal, based on other drugs)26.9WARNING: Do not use
    Vincristine Sulfate (1.0 mg/ml)---> 240 minutes> 240Acceptable performance

    2. Sample size used for the test set and the data provenance (e.g., country of origin of the data, retrospective or prospective)

    The document does not specify the sample size for the testing of the chemotherapy drug permeation. It is a standard test defined by ASTM D6978, which would outline the appropriate sample size. The provenance of the data (country of origin, retrospective/prospective) is not mentioned. This testing is typically prospective, performed on newly manufactured batches of gloves.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g., radiologist with 10 years of experience)

    This question is not applicable. The "ground truth" here is the measured breakthrough time of chemotherapy drugs through the glove material, determined by laboratory testing according to ASTM D6978. It does not involve expert medical opinion or consensus.

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

    This question is not applicable. Adjudication methods are typically used when human judgment is involved in establishing a ground truth, such as in clinical studies with expert readers. Here, the "truth" is an objective measurement from a standardized test.

    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

    This question is not applicable. This document is for a physical medical device (surgical gloves) and does not involve AI or human readers for diagnostic interpretation.

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

    This question is not applicable. This document is for a physical medical device (surgical gloves) and does not involve an algorithm.

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

    The ground truth used is objective measurement based on a standardized laboratory test (ASTM D6978). The breakthrough detection time is a direct measurement of how long it takes for a chemotherapy drug to permeate through the glove material.

    8. The sample size for the training set

    This question is not applicable. There is no "training set" in the context of testing the performance of a physical device like a surgical glove against a standardized permeation test.

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

    This question is not applicable, as there is no training set mentioned in this context.

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    K Number
    K192635
    Date Cleared
    2020-01-17

    (116 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP ASIA PACIFIC SDN BHD

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

    A patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner.

    Device Description

    Powder Free Nitrile Patient Examination Glove, Non-Sterile (Orange) meet all the requirements of ASTM standard D6319-10 and FDA 21 CFR 880.6250. The powder free nitrile examination glove is manufactured from synthetic rubber latex. Inner surface of gloves undergo surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is ambidextrous, i.e. can be worn on right hand or left hand.

    AI/ML Overview

    This document is a 510(k) premarket notification for a medical device: "Powder Free Nitrile Patient Examination Gloves, Non-Sterile (Orange)" manufactured by WRP Asia Pacific Sdn Bhd.

    Based on the provided information, the acceptance criteria and the study that proves the device meets them are as follows:

    1. Table of Acceptance Criteria and Reported Device Performance

    CharacteristicStandard / Purpose of TestingAcceptance CriteriaReported Device Performance
    Physical PropertiesASTM D412-16 (Standard Test Method for Vulcanized Rubber and Thermoplastic Elastomers-Tension)
    Tensile Strength (Before Aging)To evaluate the tensile (tension) properties of glove.Min 14.0 MPa24.5 MPa (Average)
    Ultimate Elongation (Before Aging)To evaluate the tensile (tension) properties of glove.Min 500%547%
    Tensile Strength (After Aging)To evaluate the tensile (tension) properties of glove.Min 14.0 MPa26.4 MPa (Average)
    Ultimate Elongation (After Aging)To evaluate the tensile (tension) properties of glove.Min 400%449%
    DimensionASTM D3767 - 03(2014) Standard Practice for Rubber—Measurement of DimensionsTo measure the length, width and thickness of glove.
    LengthTo measure the length, width and thickness of glove.Min 240 mmMin 242 mm
    WidthTo measure the length, width and thickness of glove.Min 95 ± 10 mm95 mm
    Thickness - FingerTo measure the length, width and thickness of glove.0.05 mm (Note: This appears to be a minimum threshold given the "Palm" entry; it's stated as "0.05 mm" without min/max, but context suggests a minimum)0.22 mm
    Thickness - PalmTo measure the length, width and thickness of glove.0.05 mm (Note: This appears to be a minimum threshold given the "Finger" entry; it's stated as "0.05 mm" without min/max, but context suggests a minimum)0.21 mm
    WatertightASTM D5151-06 (Standard Test Method for Detection of Holes in Medical Gloves)Sample size: 315 pcs, Inspection level: G1, AQL: 1.5, Acceptance No. 10. (For a batch size of 150,001 to 500,000, under code M, 315 pieces are drawn, with acceptance allowed if 10 or fewer leaks are found.)During the test, 2 pieces were found with leaks. Hence it falls within the acceptance criteria. (The batch size for this sampling is 150,001 to 500,000. Hence, according to the single sampling plan GI, the sample to be drawn is under code M equivalent to 315 pieces with accept 10 and reject 11 to be accepted under AQL 1.5.)
    Residual PowderASTM D6124-06 (Standard Test Method for Residual Powder on Medical Gloves)Less than 2 mg per glove1.9 mg/glove (Sample size: 5 pcs)

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

    • Physical Properties (Tensile Strength, Ultimate Elongation): Not explicitly stated, but typically involves multiple samples per batch/test condition to derive an average. The standards (ASTM D412-16) would specify the required sample size.
    • Dimension: Not explicitly stated, but typically involves multiple samples per batch/test condition to derive an average. The standards (ASTM D3767 - 03(2014)) would specify the required sample size.
    • Watertight:
      • Sample Size: 315 pieces
      • Data Provenance: The data is from non-clinical testing performed on the device itself. The country of origin of the data is not specified, but the manufacturer is WRP Asia Pacific Sdn Bhd in Malaysia. This is prospective testing on the manufactured device.
    • Residual Powder:
      • Sample Size: 5 pieces
      • Data Provenance: Non-clinical testing on the device. Country of origin not specified, manufacturer is Malaysian. This is prospective testing.
    • Biocompatibility (Primary Skin Irritation, Dermal Sensitization, Cytotoxicity, Acute Systemic Toxicity): These tests were performed, and results indicated "Passes" or "Not a primary skin irritant/contact sensitizer" or "Exhibit severe cytotoxicity reactivity at 100%, 66%, and 44% extract concentration. Moderate cytotoxicity reactivity at 30%, mild cytotoxicity reactivity at 20% and slight cytotoxicity reactivity at 15% extract concentrations." and "It is concluded that the extracts (polar and non-polar) of the product did not show any systemic toxicity." The exact number of samples (and animals for in-vivo tests) used for these biocompatibility tests is not detailed in the provided summary, but the standards (ISO 10993 series and Consumer Product Safety Commission regulations) would dictate the sample sizes. Data provenance is non-clinical testing on the device.

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

    This document describes non-clinical performance testing of a physical medical device (gloves). The "ground truth" for these tests is established by published, internationally recognized standards (ASTM, ISO, FDA 21 CFR, CPSC regulations) and the objective measurements derived from these tests. These studies do not involve human experts establishing a subjective ground truth, as would be the case for AI/diagnostic imaging devices. Therefore, this information is not applicable.

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

    Not applicable. This is not a study involving subjective human interpretation that would require an adjudication method. The testing involves objective physical and chemical measurements against pre-defined standards.

    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 510(k) submission for a physical medical device (examination gloves), not an AI/Software as a Medical Device (SaMD) that would typically involve human readers or AI assistance.

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

    Not applicable. This is for a physical medical device.

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

    The "ground truth" for the performance characteristics of these gloves is defined by:

    • Standardized Test Methods: ASTM D412-16, ASTM D3767 - 03(2014), ASTM D5151-06, ASTM D6124-06.
    • Regulatory Standards: FDA 21 CFR 880.6250.
    • Biocompatibility Standards: ISO 10993-10:2002(E), ISO 10993-5:2009 (E), ISO 10993-11:2017 (E), and Consumer Product Safety Commission, Title 16, Chapter II, Part 1500.

    These standards provide objective, measurable criteria for the glove's performance.

    8. The sample size for the training set:

    Not applicable. This is not a machine learning or AI-based device, so there is no "training set."

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

    Not applicable. No training set is involved.

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    K Number
    K161823
    Date Cleared
    2017-01-23

    (206 days)

    Product Code
    Regulation Number
    878.4460
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP ASIA PACIFIC SDN BHD

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

    A surgeon's glove is a device made of natural or synthetic rubber intended to be worn by operating room personnel to protect a surgical wound from contamination.

    These gloves were tested for use with Chemotherapy Drugs as per ASTM D6978-05 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs:

    Chemotherapy Drug Permeation
    The following chemicals have been tested with these gloves.
    Carmustine (BCNU) 3.3mg/ml 30.4
    Cisplatin 1.0mg/ml > 240
    Cyclophosphamide (Cytoxan) 20.0mg/ml > 240
    Dacarbazine 10.0mg/ml > 240
    Doxorubicin Hydrochloride 2.0mg/ml > 240
    Etoposide (Toposar) 20.0mg/ml > 240
    Fluorouracil 50.0mg/ml > 240
    Ifosfamide 50.0mg/ml > 240
    Mitoxantrone 2.0mg/ml > 240
    Paclitaxel (Taxol) 6.0mg/ml > 240
    Thiotepa 10.0mg/ml 59.0
    Vincristine Sulfate 1.0mg/ml > 240

    CAUTION: Testing showed an average breakthrough time of 30.4 minutes for Carmustine and an average breakthrough time of 59.0 minutes for Thiotepa.

    Device Description

    Powder Free Nitrile Surgical Glove, Sterile meets all the requirements of ASTM standard D3577-09, D6978-05 and FDA 21 CFR 878.4460.

    The powder free nitrile surgical glove is manufactured from synthetic rubber latex. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves with ease without using any lubricant such as powder on the glove surface. The glove is hand specific. The physical properties of glove i.e. tensile strength meet ASTM standard D3577-09.

    AI/ML Overview

    This document describes the acceptance criteria and performance study for the Powder Free Nitrile Surgical Glove, Sterile, Tested for use with Chemotherapy Drugs (K161823).

    1. Table of Acceptance Criteria and Reported Device Performance

    The device's performance was evaluated against ASTM standards for various characteristics and against the ASTM D6978-05 standard for chemotherapy drug permeation.

    CharacteristicStandard / Acceptance CriteriaReported Device Performance
    General
    Intended UseProtection against surgical wound contamination, tested for chemotherapy drugs.Meets intended use; tested for chemotherapy drugs per ASTM D6978.
    MaterialASTM D3577-09 (for surgical gloves)Nitrile (Synthetic Rubber Latex)
    Color-Natural
    Texture-Micro roughened
    DimensionsASTM D3577-09Meets
    LengthASTM D3577-09: Min 270mmMin 270mm
    WidthASTM D3577-09Meets (specific sizes listed: 5 ½ : 70±6mm, 6 : 76±6mm, etc.)
    Thickness (Finger, Palm, Cuff)ASTM D3577-09: Min 0.10mmMeets: Min 0.10mm (for finger, palm, cuff)
    Physical Properties Before AgingASTM D3577-09Meets
    Tensile Strength7MPa min7MPa min
    Ultimate Elongation650% min650% min
    Stress at 500% Elongation7.0MPa min7.0MPa min
    Physical Properties After AgingASTM D3577-09Meets
    Tensile Strength12MPa min12MPa min
    Ultimate Elongation490% min490% min
    WatertightASTM D5151-06; 21CFR 800.20 & ASTM D3577 AQL 1.5Meets 21 CFR 800.20 and ASTM D3577 when tested in accordance with ASTM D5151 Inspection Level 1, AQL 1.5
    Powder FreeASTM D6124-06 (≤ 2 mg/glove); ASTM D3577 requirementsMeets requirements of ≤2.0 mg/glove for Powder-Free designation per ASTM D3577
    Chemotherapy Drug Permeation (ASTM D6978-05)
    Carmustine (BCNU) (3.3mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.30.4 minutes
    Cisplatin (1.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Cyclophosphamide (Cytoxan) (20.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Dacarbazine (10.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Doxorubicin HCl (2.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Etoposide (Toposar) (20.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Fluorouracil (50.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Ifosfamide (50.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Mitoxantrone (2.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Paclitaxel (Taxol) (6.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Thiotepa (10.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.59.0 minutes
    Vincristine Sulfate (1.0mg/ml)Acceptance criteria not explicitly stated, but compared to predicates.> 240 minutes
    Biocompatibility
    Primary Skin IrritationISO 10993-10:2010(E) & Consumer Product Safety Commission, Tittle 16, Chapter II, Part 1500Passes; Not a primary skin irritant
    Dermal SensitizationISO 10993-10:2010(E) & Consumer Product Safety Commission, Tittle 16, Chapter II, Part 1500.3(c)(4)Passes; Not a contact sensitizer
    LabelingMedical Glove Guidance Manual - LabelingMeets (Sizes: 5 ½, 6.0, 6 ½, 7.0, 7 ½, 8.0, 8 ½, 9.0)
    Single UseMedical Glove Guidance Manual - LabelingSingle use
    Sterility StatusMedical Glove Guidance Manual - LabelingSterile

    Note regarding Chemotherapy Drug Permeation: For Carmustine and Thiotepa, a "CAUTION" statement is included, indicating average breakthrough times of 30.4 minutes and 59.0 minutes, respectively. This implies that while the glove offers some protection, it is not indefinitely resistant to these specific drugs, and users should be aware of these breakthrough times. The other listed drugs showed breakthrough times greater than 240 minutes, indicating high resistance under the tested conditions.

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

    The document does not explicitly state the sample sizes used for each specific test (e.g., number of gloves tested for watertightness, number of samples for chemotherapy permeation). However, it indicates adherence to relevant ASTM standards (D3577-09, D6978-05, D5151-06, D6124-06) and ISO standards (ISO 10993-10), which would dictate appropriate sample sizes for these types of tests.

    The data provenance is not explicitly stated in terms of country of origin for the testing, but the submitter is WRP Asia Pacific Sdn Bhd, located in Malaysia. The testing adheres to international and US standards (ASTM, ISO, 21 CFR), suggesting a globally recognized testing methodology. The studies are non-clinical performance tests.

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

    This information is not applicable as the ground truth for medical gloves is established through objective physical, chemical, and biological testing against established international and national standards (ASTM, ISO, FDA regulations). There is no mention of human expert assessment or consensus being used to establish a "ground truth" for the device's performance characteristics in the way it might be for diagnostic AI.

    4. Adjudication Method for the Test Set

    This is not applicable as the evaluation relies on objective measurements and compliance with predefined standards, not on human interpretation or adjudication of subjective data.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size

    This is not applicable. An MRMC study is relevant for evaluating the impact of an AI system on human reader performance, typically in diagnostic imaging. This document describes the testing of a medical device (surgical glove) based on its physical properties and resistance to chemicals, which does not involve human readers interpreting data alongside an AI.

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

    This is not applicable. The device is a physical product (surgical glove), not an AI algorithm. Its performance is measured directly through laboratory tests.

    7. The Type of Ground Truth Used

    The "ground truth" for this device's performance is established by:

    • Performance against established standards: This includes physical property measurements (tensile strength, elongation, dimensions), impermeability (watertightness), chemical resistance (chemotherapy drug permeation), cleanliness (powder-free), and biocompatibility (skin irritation, sensitization) as defined by ASTM and ISO standards and FDA regulations.
    • The metrics are objective and quantitatively measured (e.g., length in mm, breakthrough time in minutes, mg/glove for powder, MPa for tensile strength).

    8. The Sample Size for the Training Set

    This is not applicable. The device is a physical product, not an AI model. Therefore, there is no "training set" in the context of machine learning. The manufacturing process is likely subject to quality control and statistical process control, which involves ongoing testing and process adjustments, but this is distinct from an AI training set.

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

    This is not applicable for the reason stated in point 8.

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    K Number
    K161422
    Date Cleared
    2016-10-20

    (150 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    WRP ASIA PACIFIC SDN. BHD.

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

    A patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner.

    These gloves were tested for use with Chemotherapy Drugs as per ASTM D6978-05 Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs:

    Device Description

    Powder Free Blue Nitrile Patient Examination Glove, Non-Sterile the meets all requirements of ASTM standard D6319-10, D6978-05 and FDA 21 CFR 880.6250.

    The powder free nitrile examination qlove is manufactured from synthetic rubber latex. Inner surface of gloves undergoes surface treatment process to produce a smooth surface that assists the user in donning the gloves without using any lubricant such as powder on the glove surface. The glove is ambidextrous, i.e. can be worn on right hand or left hand. The physical properties of glove i.e. tensile strength meet ASTM standard D6319-10.

    AI/ML Overview

    The provided text describes the acceptance criteria and performance of "Dermagrip Powder Free Blue Nitrile Patient Examination Gloves, Non-sterile, Tested For Use With Chemotherapy Drugs." This document is a 510(k) premarket notification to the FDA, asserting substantial equivalence to an existing predicate device (K141982).

    Here's an analysis of the provided information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The device performance is compared to relevant ASTM standards. The table below summarizes the acceptance criteria and the device's reported performance:

    CharacteristicStandard/Acceptance CriteriaReported Device Performance
    DimensionsASTM D6319-10 (Min 240mm length)Min 240mm (Meets)
    Physical PropertiesASTM D6319-10Meets
    Thickness - FingerASTM D6319-10 (0.07 - 0.10mm)0.07 - 0.10mm (Meets)
    Thickness - PalmASTM D6319-10 (0.07 - 0.09mm)0.07 - 0.09mm (Meets)
    Thickness - CuffASTM D6319-10 (0.06 - 0.08mm)0.06 - 0.08mm (Meets)
    Powder FreeASTM D6124-06 (≤ 2 mg/glove)Meets
    Chemotherapy Drug Permeation Test (ASTM D6978-05)Minimum Breakthrough Detection Time (varies by drug)
    Flourouracil (Adrucil)> 240 minutes> 240 minutes (Meets)
    Etopside (Toposar)> 240 minutes> 240 minutes (Meets)
    Cyclophosphamide (Cytoxan)> 240 minutes> 240 minutes (Meets)
    *Carmustine (BCNU)15.0 minutes15.0 minutes (Meets)
    *Thiotepa2.0 minutes2.0 minutes (Meets)
    Paclitaxel (Taxol)> 240 minutes> 240 minutes (Meets)
    Doxorubicin Hydrochloride (Adriamycin)> 240 minutes> 240 minutes (Meets)
    Dacarbazine> 240 minutes> 240 minutes (Meets)
    Cisplatin> 240 minutes> 240 minutes (Meets)
    Ifosfamide> 240 minutes> 240 minutes (Meets)
    Mitoxantrone> 240 minutes> 240 minutes (Meets)
    Vincristine Sulfate> 240 minutes> 240 minutes (Meets)
    Methotrexate> 240 minutes> 240 minutes (Meets)
    Mitomycin C> 240 minutes> 240 minutes (Meets)
    Biocompatibility - Primary Skin IrritationISO 10993-10:2010(E) (Passes, Not a primary skin irritant)Passes, Not a primary skin irritant under the conditions of the study. (Meets)
    Biocompatibility - Dermal SensitizationISO 10993-10:2010(E) (Passes, Not a contact sensitizer)Passes, Not a contact sensitizer under the conditions of the study. (Meets)
    Watertight (1000ml)ASTM D5151-06 (Passes)Passes (Meets)
    Intended UseA disposable device for medical purposes, worn on hand/finger to prevent contamination.Matches.
    MaterialASTM D6319-10 (Nitrile)Nitrile (Meets)
    Color-Blue
    Texture-Finger textured
    SizeASTM D6319-10 (Extra Small, Small, Medium, Large, Extra Large)Extra Small, Small, Medium, Large, Extra Large (Meets)
    Single UseMedical Glove Guidance Manual - LabelingSingle use (Meets)

    Note: The acceptance criteria for Carmustine (BCNU) and Thiotepa are highlighted with a warning due to their extremely low permeation times, which the device matches.

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

    The document does not explicitly state the specific sample sizes used for each test (e.g., number of gloves tested for permeation, physical properties, etc.). However, the tests were conducted according to established ASTM standards (D6319-10, D6978-05, D6124-06, D5151-06) and ISO 10993-10:2010(E). These standards typically specify the minimum sample sizes required for such testing.

    The provenance of the data is from WRP Asia Pacific Sdn Bhd, located in Sepang, Selangor Darul Ehsan, Malaysia (based on the submitter's address). The study is non-clinical performance data, indicating it's laboratory testing rather than data collected from patients. It is implicitly retrospective as it reports the results of tests already conducted.

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

    This information is not applicable to this document. The "ground truth" here is based on objective, standardized laboratory measurements and performance against established ASTM and ISO standards, not on subjective expert consensus. No individual experts were used to establish ground truth in the way one would for diagnostic AI.

    4. Adjudication Method for the Test Set

    This is not applicable. The data presented are based on direct physical and chemical testing, adhering to specific methodologies outlined in the referenced standards. There is no ambiguous interpretation that would require an adjudication process.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done, and the effect size of human readers improve with AI vs without AI assistance

    This is not applicable. This document concerns a physical medical device (examination gloves) and its material properties, not an AI or imaging diagnostic tool. Therefore, no MRMC study or AI assistance evaluation was performed.

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

    This is not applicable. This document describes the performance of a physical product and does not involve any algorithms or AI.

    7. The Type of Ground Truth Used (expert consensus, pathology, outcomes data, etc.)

    The "ground truth" for the device's performance is established by objective measurements and adherence to recognized international standards. Specifically:

    • ASTM D6319-10: Standard Specification for Nitrile Examination Gloves for Medical Application (for dimensions, physical properties, material).
    • ASTM D6978-05: Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs (for chemotherapy drug permeation).
    • ASTM D6124-06: Standard Test Method for Residual Powder on Medical Gloves (for powder freedom).
    • ISO 10993-10:2010(E): Biological evaluation of medical devices - Part 10: Tests for irritation and skin sensitization (for biocompatibility).
    • ASTM D5151-06: Standard Test Method for Detection of Holes in Medical Gloves (for watertightness).

    8. The Sample Size for the Training Set

    This is not applicable. This document describes the testing of a physical medical device, not a machine learning model. Therefore, there is no "training set."

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

    This is not applicable, as there is no training set for this type of device submission.

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