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510(k) Data Aggregation

    Why did this record match?
    Product Code :

    LYY

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

    Powder Free Natural Rubber Latex Examination Gloves – Blue, Non-Sterile and Protein Claim Of 50 Micrograms per dm2 Or Less Protein is a disposable device intended for medical purpose that is worn on the examiner's hand or finger to prevent contamination between examiner and patient.

    Device Description

    Powder Free Natural Rubber Latex Examination Gloves – Blue, Non-Sterile and Protein Claim of 50 Micrograms per dm2 or Less Protein are single use. Non sterile, natural rubber latex powder-free examination gloves. They are available in one color (blue) and come in five sizes: Small, Medium, Large, Extra Large, and Extra Extra Large. The subject gloves meet all the requirements of ASTM D3578-19 Standard Specification for Rubber Examination Gloves.

    AI/ML Overview

    This document is a 510(k) clearance letter for medical examination gloves. It is not a document describing a study for a medical device that uses AI or requires expert ground truth. Therefore, I cannot provide the requested information.

    The prompt specifically asks for details related to:

    • A table of acceptance criteria and device performance for an AI/ML device.
    • Sample sizes for test and training sets (relevant to AI/ML).
    • Number and qualifications of experts for ground truth (relevant to AI/ML).
    • Adjudication methods (relevant to AI/ML).
    • MRMC studies (relevant to AI/ML).
    • Standalone algorithm performance (relevant to AI/ML).
    • Type of ground truth used (relevant to AI/ML).
    • How ground truth was established for training (relevant to AI/ML).

    The provided text discusses the non-clinical performance testing of rubber examination gloves. The "acceptance criteria" and "results" tables in the document pertain to physical and chemical properties of gloves (e.g., length, width, thickness, tensile strength, protein content, biocompatibility) tested against established ASTM and ISO standards for medical gloves.

    There is no mention of an algorithm, AI, machine learning, human-in-the-loop performance, or expert review for diagnostic purposes. The "ground truth" in this context refers to the measured physical and chemical properties of the gloves conforming to established industry standards, not expert interpretations of medical images or data.

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    K Number
    K240266
    Date Cleared
    2024-09-09

    (222 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Product Code :

    LYY

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

    This device is a disposable device intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    The tested chemotherapy drugs and permeation times are as follows:

    Bleomycin Sulfate 15 mg/mL, >240 minutes
    Busulfan 6 mg/mL, >240 minutes
    Carboplatin (Paraplatin) 10 mg/mL, >240 minutes
    Carmustine (BCNU) 3.3 mg/mL, 1.9 minutes
    Cisplatin 1.0 mg/mL, >240 minutes
    Cyclophosphamide (Cytoxan) 20 mg/mL, >240 minutes
    Cytarabine HC1 100 mg/mL, >240 minutes
    Dacarbazine (DTIC) 10 mg/mL, >240 minutes
    Daunorubicin HC1 5 mg/mL, >240 minutes
    Docetaxel 20 mg/mL, >240 minutes
    Doxorubicin Hydrochloride 2 mg/mL, >240 minutes
    Epirubicin HC1 (Ellence) 2 mg/mL, >240 minutes
    Etoposide (Toposar) 20 mg/mL, >240 minutes
    Fludarabine 25 mg/mL, >240 minutes
    Fluorouracil 50 mg/mL, >240 minutes
    Gemcitabine 38 mg/mL, >240 minutes
    Idarubicin HCl 1 mg/mL, >240 minutes
    lfosfamide 50 mg/mL, >240 minutes
    Irinotecan 20 mg/mL, >240 minutes
    Mechlorethamine HC1 1 mg/mL, >240 minutes
    Melphalan 5 mg/mL, >240 minutes
    Methotrexate 25 mg/mL, >240 minutes
    Mitomycin C 0.5 mg/mL, >240 minutes
    Mitoxantrone 2 mg/mL, >240 minutes
    Paclitaxel (Taxol) 6 mg/mL, >240 minutes
    Rituximab 10 mg/mL, >240 minutes
    Thiotepa 10 mg/mL, 3.7 minutes
    Trisenox 1 mg/mL . >240 minutes
    Vincristine Sulfate 1 mg/mL, >240 minutes

    Fentanyl tested as follows: Fentanyl citrate 100 mcg/2mL, >240 minutes

    WARNING: Not for use with Carmustine or Thiotepa.

    Device Description

    This device is a disposable device intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    AI/ML Overview

    I cannot fulfill this request. The provided text is an FDA 510(k) clearance letter for examination gloves. It does not contain any information about acceptance criteria or a study proving a device meets acceptance criteria related to a medical imaging AI device or similar complex medical technology.

    The text exclusively details the clearance of Latex Examination Gloves Powder Free (Ocean Blue and Natural White), citing regulation numbers, product codes, and the review process for market clearance. It mentions general controls, quality system regulations, UDI rules, and reporting of adverse events, all pertaining to the manufacturing and marketing of physical medical devices (gloves in this case), not performance studies of an AI algorithm or diagnostic device.

    Therefore, I cannot extract the information required to answer your specific questions about acceptance criteria, study design, ground truth, or expert involvement, as this information is not present in the provided document.

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    Why did this record match?
    Product Code :

    LYY

    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 to prevent contamination between patient and examiner.

    Device Description

    Powder Free Latex Patient Examination Glove, Black Colored, Non-sterile, with Protein Content labeling Claim (Contains 50 ug per dm2 of glove or less of Total Water Extractable Protein)

    AI/ML Overview

    I am sorry, but this document is an FDA clearance letter for a medical device (Powder Free Latex Patient Examination Glove), not a study report for a device that utilizes Artificial Intelligence or Machine Learning. Therefore, it does not contain the information required to answer your request regarding acceptance criteria and performance studies for an AI/ML device.

    The document discusses regulatory information, indications for use for a glove, and administrative details, but there is no mention of an algorithm, AI, or any associated performance metrics typically found in studies for such devices.

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    K Number
    K223298
    Date Cleared
    2023-02-22

    (118 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

    The Sterile Latex Examination Gloves Powder Free is a disposable device intended for medical purposes that is worn on the examiners' hand or finger to prevent contamination between patient and examiner.

    Device Description

    The Sterile Latex Examination Gloves Powder Free are natural color, single use only, disposable examination gloves intended for medical purposes to be worn by examination between the patient and the examiner. The device is ambidextrous and can be worn on either the left or right hand. The gloves are offered in sizes small, medium, large and extra-large, and sterilized by Gamma radiation. The gloves are designed and manufactured in accordance with the ASTM D3578-19 standard.

    AI/ML Overview

    The provided text describes the 510(k) summary for "Sterile Latex Examination Gloves Powder Free". This document focuses on demonstrating substantial equivalence to a predicate device based on non-clinical performance and biocompatibility testing, rather than an AI-driven medical device requiring extensive clinical validation of diagnostic accuracy. As such, many of the requested elements for AI/ML device studies (like sample sizes for test sets, expert ground truth adjudication, MRMC studies, training set details) are not applicable to the information provided.

    However, I can extract the acceptance criteria and performance results for the non-clinical tests conducted for these gloves:

    1. Table of Acceptance Criteria and Reported Device Performance

    Test Method / ItemPurposeAcceptance CriteriaReported Device PerformanceResult
    Dimensions (width)Evaluate the physical dimension of the gloveWidth:Pass
    S: 80 ± 10 mmS: 81mm min
    M: 95 ± 10 mmM: 95mm min
    L: 105 ± 10 mmL: 106mm min
    XL: 115 ± 10 mmXL: 115mm min
    Dimensions (length)Evaluate the physical dimension of the gloveLength: 230mm min238mm min lengthPass
    Dimensions (thickness)Evaluate the physical dimension of the glovePalm – 0.08mm min.
    Finger – 0.08mm min.Palm – 0.11mm min.
    Finger – 0.11mm minPass
    Physical properties (Before aging)Evaluate tensile strength and ultimate elongation before agingTensile Strength: 18 MPa, min.
    Elongation: 650%, min.
    Stress at 500% Elongation: 5.5MPa, max.Tensile Strength: 23.4MPa, min.
    Elongation: 650%, min.
    Stress at 500% Elongation: 5.3MPa, max.Pass
    Physical properties (After aging)Evaluate tensile strength and ultimate elongation after agingTensile Strength: 14 MPa, min.
    Elongation: 500%, min.Tensile Strength: 22MPa, min.
    Elongation: 704%, min.Pass
    Freedom from holesDetect holes in the glovesNo leakage at sampling level of G-1, AQL 1.5No leakage, 314 of 315 passedPass
    Residual PowderDetect powder residue in the glove
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    K Number
    K222612
    Date Cleared
    2022-11-25

    (87 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

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

    Device Description

    The proposed device is Powder-Free Latex Examination Gloves. The gloves are single use and are provided non-sterile. The proposed device is made of natural rubber latex and meet all the current specifications listed under the ASTM Specification D3578-19, Standard Specification for Rubber Examination Gloves. The proposed device is provided with natural color. The device is available in two lengths, each with six sizes, extra-small (XS), small (S), medium (M), large (L) and extra-large (XL), and extra extra-large (XXL). The device is non-sterile.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for Powder-Free Latex Examination Gloves. This type of device is classified as a Class I medical device (21 CFR 880.6250 - Non-Powdered Patient Examination Glove).

    The information requested regarding acceptance criteria and a study proving the device meets those criteria typically applies to more complex devices, especially those involving AI/ML components or requiring clinical performance studies to establish safety and effectiveness.

    For this specific device (examination gloves), the "study" that proves it meets acceptance criteria is primarily non-clinical testing against established ASTM and ISO standards for physical properties, integrity, and biocompatibility. Clinical studies are explicitly stated as not included in this submission.

    Therefore, many of the requested points are not applicable in the context of this 510(k) submission for examination gloves. I will address the applicable points and explicitly state where information is not present or not relevant to this type of device.


    Acceptance Criteria and Device Performance for Powder-Free Latex Examination Gloves (K222612)

    For this device, the "acceptance criteria" are defined by compliance with recognized consensus standards (ASTM and ISO). The "study" proving acceptance is the non-clinical testing performed against these standards.

    1. Table of Acceptance Criteria and Reported Device Performance

    TestPurposeAcceptance Criteria (from Standards)Reported Device Performance (Result)
    ASTM D3578-19: Tensile properties (unaged)Adequate tensile strengthGreater than 18 MPaPass
    Adequate elasticity at 500% elongationStress less than 5.5 MPaPass
    Adequate ultimate elongationGreater than 650%Pass
    ASTM D3578-19: Tensile properties (after aging)Adequate tensile strength after agingGreater than 14 MPaPass
    Adequate ultimate elongation after agingGreater than 500%Pass
    ASTM D5151-19: Detection of Holes in Medical GlovesDemonstrate glove integrityAQL 2.5Pass
    ASTM D6124-06(2017): Residual Powder on Medical GlovesDemonstrate low powderLess than 2.0 mg/glovePass
    ASTM D5712-15: Analysis of Aqueous Extractable Protein in Natural RubberDemonstrate low level of extractable proteinNot more than 200 µg/dm²Pass
    ISO 10993-10:2010: Tests For Irritation And Skin SensitizationDemonstrate low potential for skin irritationNot an irritant (under test conditions)Pass
    Demonstrate low potential for skin sensitizerNot a sensitizer (under test conditions)Pass
    ISO 10993-11:2017: Tests for Systemic ToxicityDemonstrate low acute systemic toxicityNo acute systemic toxicity (under test conditions)Pass

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

    • The document does not explicitly state the sample sizes (e.g., number of gloves) used for each specific non-clinical test. These sample sizes would be specified within the methodologies of the referenced ASTM and ISO standards.
    • Data Provenance: The testing was conducted by or on behalf of Guangdong Kingfa Sci.&Tech. Co., Ltd., based in China. The data is from non-clinical laboratory testing, not human subjects, and is inherently retrospective as it was conducted prior to this submission.

    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):

    • Not applicable. For this type of device, "ground truth" is established by the physical and chemical properties measured against the objective metrics defined in the ASTM and ISO standards, using calibrated equipment and standard laboratory procedures. It does not involve human expert interpretation or consensus comparable to image-based medical device studies.

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

    • Not applicable. Adjudication methods are relevant for human-interpretable data where multiple readers might have differing opinions (e.g., medical image interpretation). This submission relies on objective laboratory test results.

    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. MRMC studies are used for evaluating human performance, typically involving AI assistance in diagnostic tasks. This device is an examination glove, not an AI-enabled diagnostic tool. No clinical study was performed.

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

    • Not applicable. This device does not have an "algorithm" or standalone AI component. Its performance is measured directly through physical and chemical testing.

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

    • The "ground truth" for this device is based on objective measurements against established engineering and biocompatibility standards. For example, tensile strength measured in MPa, hole detection based on water leak AQL, residual powder in mg/glove, protein content in µg/dm², and ISO 10993 series for biological responses (irritation, sensitization, systemic toxicity) are the "ground truth" metrics.

    8. The sample size for the training set:

    • Not applicable. This 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:

    • Not applicable due to the absence of a training set.
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    K Number
    K221667
    Date Cleared
    2022-10-28

    (142 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Product Code :

    LYY

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

    Non Sterile Powder Free Latex Examination Gloves is a disposable device intended for medical purpose that is worn on the examiner's hand to prevent contamination between patient and examiner.

    Device Description

    Non Sterile Powder Free Latex Examination Gloves

    AI/ML Overview

    The provided document is a 510(k) clearance letter from the FDA for "Non Sterile Powder Free Latex Examination Gloves." It certifies that the device is substantially equivalent to legally marketed predicate devices.

    However, the document does not contain any information about acceptance criteria, device performance studies, sample sizes, expert ground truth establishment, or any details related to AI/software performance as requested in your prompt.

    The questions you've asked are typically relevant to the evaluation of AI/ML-driven medical devices (e.g., for diagnostic imaging), where performance metrics like sensitivity, specificity, or AUC are critical, and detailed study methodologies are required to demonstrate clinical validity.

    This document pertains to a Class I medical device (non-powdered patient examination glove) which is a physical product, not a software or AI-based device. Therefore, the type of information you are seeking (AI performance, MRMC studies, ground truth establishment for algorithms, etc.) is not applicable and not present in this document.

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    K Number
    K222348
    Device Name
    JR MEDIC
    Date Cleared
    2022-10-27

    (85 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

    Latex Examination Powder Free Gloves are disposable device intended for medical purpose that is worn on the examiner's hand to prevent contamination between patient and examiner.

    Device Description

    Latex Examination Powder Free Gloves are manufactured to meet all the current specifications listed under the ASTM Specification D3578-2019, Standard Specification for Rubber Examination Gloves. They are made from Natural Rubber Latex. These gloves are natural in color (No color is added) and are powder free and Non-Sterile.

    AI/ML Overview

    The provided document describes the FDA 510(k) premarket notification for "Latex Examination Powder Free Gloves." This is a Class I medical device, which typically does not require a complex AI/algorithm-based study with human readers, ground truth establishment by experts, or MRMC studies. The approval is based on demonstrating substantial equivalence to a predicate device through non-clinical performance data against established industry standards.

    Therefore, many of the requested elements for describing AI acceptance criteria and study methodology (like sample sizes for test/training sets, expert ground truth, adjudication, MRMC studies, standalone algorithm performance, etc.) are not applicable to this type of device and submission.

    The document explicitly states "H. SUMMARY OF CLINICAL TESTING: Not applicable." This reinforces that the submission did not rely on clinical performance data involving human readers or sophisticated AI algorithms.

    However, I can extract the acceptance criteria and performance data as presented for these gloves.


    Acceptance Criteria and Reported Device Performance

    The acceptance criteria for the "Latex Examination Powder Free Gloves" are based on established ASTM (American Society for Testing and Materials) standards for rubber examination gloves. The table below summarizes these criteria and the reported performance of the device (K222348) compared to the predicate device (K192329).

    1. Table of Acceptance Criteria and Reported Device Performance

    Characteristics / Test MethodStandard / PurposeAcceptance Criteria (K192329 Predicate)Reported Device Performance (K222348 - Current Device)Comparison
    Dimensions - Length (ASTM D3578-2019)To determine the length of the gloves> 230 mm (all sizes)> 230 mm (Actual values: X-Small 305 mm, Small 306 mm, Medium 307 mm, Large 308 mm, X-Large 310 mm)Similar
    Dimensions - Width (ASTM D3578-2019)To determine the width of the glovesMin 95+/-10 mm (for medium size)X-Small 76 mm, Small 85 mm, Medium 96 mm, Large 106 mm, X-Large 116 mmSimilar
    Physical Properties - Tensile Strength (ASTM D3578-2019)To Determine the physical propertiesBefore Ageing: > 18 Mpa (all sizes)
    After Ageing: > 14 Mpa (all sizes)Before Ageing: X-Small 22.07 Mpa, Small 22.15 Mpa, Medium 22.22 Mpa, Large 22.30 Mpa, X-Large 22.32 Mpa
    After Ageing: X-Small 18.49 Mpa, Small 18.56 Mpa, Medium 18.67 Mpa, Large 18.74 Mpa, X-Large 18.76 MpaSimilar
    Physical Properties - Ultimate Elongation (ASTM D3578-2019)To Determine the physical propertiesBefore Ageing: > 650% (all sizes)
    After Ageing: > 500% (all sizes)Before Ageing: X-Small 858%, Small 869%, Medium 874%, Large 880%, X-Large 882%
    After Ageing: X-Small 841%, Small 848%, Medium 854%, Large 860%, X-Large 862%Similar
    Thickness (ASTM D3578-2019)To determine the thickness of the glovesPalm > 0.08 mm, Finger > 0.08 mm (all sizes)Palm: 0.16mm (all sizes)
    Finger: 0.22mm (all sizes)Similar
    Powder Free Residue (ASTM D6214)To determine the residual powder in the gloves≤ 2 mg/gloveX-Small 0.21 mg/glove, Small 0.21 mg/glove, Medium 0.22 mg/glove, Large 0.22 mg/glove, X-Large 0.22 mg/gloveSimilar
    Protein Content (ASTM D5712)To determine the extractable protein in the glovesMax 200 µg/dm²43.19 µg/dm² (reported as 43.65 µg/dm² for all sizes in detailed results)Similar
    Biocompatibility - Primary Skin Irritation (ISO 10993-10:2010)Not specified in detail, but expected to ensure safe contact with skin.Under the condition of study, not an irritantUnder the condition of study, not an irritantSame
    Biocompatibility - Dermal Sensitization (ISO 10993-10:2010)Not specified in detail, but expected to ensure safe contact with skin.Under the conditions of the study, not a sensitizerUnder the conditions of the study, not a sensitizerSame
    Biocompatibility - In vitro cytotoxicity (ISO 10993-5:2009)Not specified in detail, but expected to ensure no toxic effects on cells.Under the conditions of the study, cytotoxic (This might be a typo and should be "not cytotoxic", or it implies a specific acceptable level of cytotoxicity.)Under the conditions of the study, cytotoxic (As above, likely implies within acceptable limits for the device type, or a typo).Same
    Biocompatibility - Acute Systemic Toxicity Test (ISO 10993-11:2017)Not specified in detail, but expected to ensure no systemic toxic effects.Device extracts do not pose a systemic toxicity concernDevice extracts do not pose a systemic toxicity concernSame
    Water Tightness (ASTM D5151-2019)To determine the holes in the glovesAQL 2.5Passes AQL 1.5 (AQL 1.5 is a tighter requirement than AQL 2.5, indicating better performance)Same
    Material-mediated Pyrogenicity (ISO 10993-11:2017 / USP 41)To ensure the material does not cause fever.Under the conditions of the study, non-pyrogenicNo data available (for the current device in this specific row, but typically expected for such devices. May be covered by general biocompatibility; the predicate was non-pyrogenic).----
    Intended use/Indication for useJR MEDIC Blue Latex Examination Powder Free Gloves are disposable devices intended for medical purpose that are worn on the examiner's hand to prevent contamination between patient and examiner.JR MEDIC Blue Latex Examination Powder Free Gloves are disposable devices intended for medical purpose that are worn on the examiner's hand to prevent contamination between patient and examiner.Latex Examination Powder Free Gloves are disposable devices intended for medical purpose that are worn on the examiner's hand to prevent contamination between patient and examiner.Similar
    Material-Natural LatexNatural LatexSame
    Color-BlueNatural (No color is added)Different
    Texture-Finger TextureFinger textureSame
    SizeASTM D3578-2019Small, Medium, Large & X LargeX Small, Small, Medium, Large, X-Large (Added X-Small size)Similar
    Single UseMedical Glove Guidance Manual - LabelingSingle UseSingle UseSame
    Sterile/non sterile-Non sterileNon sterileSame
    Powder/Powder free-Powder freePowder freeSame

    Study Details (Applicable to this Device Type)

    Given this is a 510(k) for examination gloves, the "study" is a series of non-clinical, laboratory tests performed according to specific ASTM and ISO standards, rather than a clinical trial or an AI algorithm performance study.

    2. Sample Size Used for the Test Set and Data Provenance:
    The document does not explicitly state the sample sizes for each specific test (e.g., how many gloves were tested for length, width, or tensile strength). However, it implies that standard testing methodologies as defined by ASTM and ISO were followed. These standards usually specify the number of samples required for each test. The data provenance is from JR Engineering & Medical Technologies (M) SDN.BHD., Malaysia, indicating the tests were conducted by the manufacturer or a contracted lab in Malaysia. The data is non-clinical performance data, reported as part of a premarket notification.

    3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications:
    Not applicable. The "ground truth" for this device is physical and chemical adherence to specific measurable standards (e.g., a glove is X mm long, has Y tensile strength), not a diagnostic interpretation requiring expert medical opinion. The standards themselves, like ASTM D3578-2019, serve as the "ground truth" for performance.

    4. Adjudication Method for the Test Set:
    Not applicable. This is not a human-interpreted diagnostic task requiring adjudication. The tests are objective measurements against defined criteria.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done:
    No, this was not done. MRMC studies are typically for diagnostic imaging devices or algorithms where the performance of human readers (with and without AI assistance) on clinical cases is evaluated. This device is an examination glove.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done:
    No, this is not an AI algorithm. Its performance is measured through physical and chemical properties.

    7. The Type of Ground Truth Used:
    The ground truth used is objective engineering and material science standards (e.g., ASTM D3578-2019, ASTM D5151-2019, ASTM D6124-06, ASTM D5712-95, ISO 10993 series). These are internationally recognized standards for manufacturing and safety.

    8. The Sample Size for the Training Set:
    Not applicable. This is not an AI device trained on a dataset. The "training" for such a device would be the manufacturing process development and quality control to ensure consistency.

    9. How the Ground Truth for the Training Set was Established:
    Not applicable, as it's not an AI training set. The "ground truth" for manufacturing would be the specifications and quality control procedures adherence to ensure gloves meet the physical and chemical standards.

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    K Number
    K221374
    Date Cleared
    2022-10-26

    (167 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

    Disposable Medical Rubber Examination Gloves are disposable device intended for medical purpose that is worn on the examiner's hand to prevent contamination between patient and examiner.

    Device Description

    The Disposable Medical Rubber Examination Gloves are manufactured to meet the all current specifications listed under the ASTM Specification D3578-19, Standard Specification for Rubber Examination Gloves. They are made from Natural Rubber Latex. These gloves are natural in color (no color is added) and are powder free. The proposed device(s) are sold non-sterile and are intended to be single-use, disposable devices.

    AI/ML Overview

    The provided text describes the acceptance criteria and the study results for the "Disposable Medical Rubber Examination Gloves" (K221374) device.

    Here's the breakdown of the requested information:

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

    CategoryTest ItemAcceptance CriteriaReported Device Performance
    BiocompatibilityAcute Systemic Toxicity TestISO 10993-11 Biological evaluation of medical devices - Part 11: Tests for systemic toxicity.The test article has no potential acute systemic toxicity on ICR mice in the extraction method.
    Skin Irritation TestISO 10993-23: 2021 Biological evaluation of medical devices - Part 23: Tests for irritation.Under the experimental conditions, the test article has no skin irritation on rabbits.
    Skin Sensitization TestISO 10993-10: 2021 Biological Evaluation of Medical Devices - Part 10: Tests For Skin Sensitization.Under the experimental conditions, the test article has no potential skin sensitization on guinea pigs in the method.
    Physical PropertiesPhysical Dimensions TestThe gloves shall comply with the dimension requirements prescribed in ASTM D3578-19 Table 2. (Inspection Level: S-2, AQL: 4.0)
    (Specific dimensions for Length, Width, and Thickness are detailed in the "Characteristics" table earlier, but the acceptance criteria generally refer to this ASTM standard and AQL levels)The subject device comply with the dimension requirements prescribed in ASTM D3578-19. (e.g., Length (mm): 230 min; Width (mm) for XS: 75 ± 5, S: 85 ± 5, M: 95 ± 5, L: 105 ± 5, XL: 115 ± 5; Thickness (mm) For all sizes: 0.08 min.)
    Physical Property Characteristics Test (Tensile Strength & Ultimate Elongation)Before and after accelerated aging, the gloves shall conform to the physical requirements specified in ASTM D3578-19 Table 3. (Inspection Level: AQL: 4.0)
    Before Aging: Tensile Strength 18 MPa, min; Ultimate Elongation 650 % min
    After Accelerated Aging: Tensile Strength 14 MPa, min; Ultimate Elongation 500 % minBefore and after accelerated aging, the subject device conform to the physical requirements specified in ASTM D3578-19 Table 3.
    Before Aging: Tensile Strength 18MPa, min; Ultimate Elongation 650 % min
    After Accelerated Aging: Tensile Strength 14 MPa, min; Ultimate Elongation 500 % min (Actual values provided in comparison table: e.g., Tensile Strength Before Aging >18.04 MPa, After Aging >15.02 MPa across sizes; Ultimate Elongation Before Aging >650%, After Aging >501% across sizes)
    Freedom From Holes TestInspection Level: I, AQL: 2.5No water leakage is inspected. The subject device conform to the requirements specified in ASTM D5151. (AQL 2.5)
    Powdered Glove Test (Residual Powder)Inspection Level: N=5, Residual Powder less than 2 mg per glove.Residual Powder less than 2 mg per glove. The subject device conform to the requirements specified in ASTM D6124. (Reported values: XS 0.28, S 0.25, M 0.31, L 0.25, XL 0.35 mg/glove)
    Extractable Protein TestInspection Level: N=3, Less than 200 µg/dm².The results showed that the average Extractable Protein of test samples met the acceptance criteria in ASTM D5712. (Reported values: Small 124.36, Medium 140.78, Large 134.26, Extra Large 159.46 µg/dm²)

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

    • Sample Size for Physical Dimension, Physical Property, Freedom From Holes, Powdered Glove, and Extractable Protein Tests: The sample sizes are specified by the ASTM standards and AQL levels. For example:
      • Physical Dimensions: Inspection Level S-2, AQL 4.0 (This implies a sampling plan defined by ASTM D3578-19, which would dictate the sample size based on lot size).
      • Physical Property Characteristics: AQL 4.0 (similar to above).
      • Freedom From Holes: Inspection Level I, AQL 2.5 (implies a sampling plan as per ASTM D5151-06).
      • Powdered Glove Test: N=5 (5 gloves were tested for residual powder).
      • Extractable Protein Test: N=3 (3 samples were tested for extractable protein).
    • Sample Size for Biocompatibility Tests:
      • Acute Systemic Toxicity: ICR mice (number not specified, but typically a standard number per group as per ISO 10993-11).
      • Skin Irritation: Rabbits (number not specified, but typically a standard number as per ISO 10993-23).
      • Skin Sensitization: Guinea pigs (number not specified, but typically a standard number as per ISO 10993-10, using the Guinea Pig Maximization method).
    • Data Provenance: The document does not explicitly state the country of origin of the data or whether the studies were retrospective or prospective, beyond indicating they are "bench tests" and "nonclinical tests" conducted for the subject device manufactured by Hebei Titans Hongsen Medical Technology Co., Ltd. in China.

    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 information is not applicable as the document describes performance testing of a physical medical device (examination gloves) against established engineering and biocompatibility standards, not an AI/imaging device requiring expert interpretation for ground truth.

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

    This information is not applicable for the same reason as point 3. The device under review is an examination glove, and its performance is determined by objective physical and chemical tests, not by human interpretation or adjudication.

    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 information is not applicable. This document describes an examination glove, not an AI-assisted diagnostic device.

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

    This information is not applicable. This document describes an examination glove, not an AI-assisted diagnostic device.

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

    The "ground truth" for the performance of the Disposable Medical Rubber Examination Gloves is established by:

    • International Standards: Primarily ASTM D3578-19 (Standard Specification for Rubber Examination Gloves) for physical properties and dimensions, and various ISO 10993 series standards for biocompatibility (ISO 10993-11 for systemic toxicity, ISO 10993-23 for irritation, ISO 10993-10 for sensitization).
    • Objective Test Methods: Laboratory tests as described (e.g., steel ruler and thickness measurement apparatus for dimensions, dumbbell/straight section specimens for physical properties, water leakage for holes, gravimetric methods for residual powder, modified Lowry Method for protein content).
    • Animal Models: For biocompatibility tests (ICR mice for acute systemic toxicity, rabbits for skin irritation, guinea pigs for skin sensitization).

    8. The sample size for the training set

    This information is not applicable. The device is a physical product (examination gloves), not a software algorithm that requires a training set. The performance is based on manufacturing and testing against established standards.

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

    This information is not applicable for the same reason as point 8.

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    K Number
    K222693
    Date Cleared
    2022-09-24

    (18 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

    The Single-use medical latex examination gloves 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

    The Single-use medical latex examination qloves 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. The proposed device is made of natural rubber latex and meet all the current specifications listed under the ASTM Specification D3578-19, Standard Specification for Rubber Examination Gloves. The principal operation and mechanism of this device is to prevent contamination between patient and examiner and this principle is achieved through testing of barrier, physical properties and other testing stated in the performance data. This device is provided non-sterile, in sizes XS, S, M, L and XL, natural white color, powder free, and the shelf life is 3 years.

    AI/ML Overview

    The provided text describes the 510(k) premarket notification for a medical device: "Single-use medical latex examination gloves (LG100)". This document is not for an AI/ML-based medical device. Therefore, the questions related to AI/ML device testing (such as sample size for test/training sets, data provenance, number of experts for ground truth, adjudication methods, MRMC studies, standalone performance, etc.) are not applicable to this submission.

    The document focuses on demonstrating substantial equivalence to a predicate device (K214017) through non-clinical performance testing against established ASTM and ISO standards for examination gloves.

    Here's the relevant information based on the provided text, primarily focusing on the acceptance criteria and performance of the glove:


    Acceptance Criteria and Device Performance for Single-use Medical Latex Examination Gloves (LG100)

    This device is not an AI/ML system, but rather a physical medical device (examination gloves). Therefore, the acceptance criteria and study data relate to physical, chemical, and biological properties of the gloves, not algorithmic performance.

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

    Test MethodologyPurposeAcceptance CriteriaReported Performance
    ASTM D3578-19Physical DimensionThe actual measured dimension of the gloves shall meet the stated tolerance specified in Table 2 of the ASTM D3578-19:
    • Width ± 10mm
    • Length: XS-S 220 min, M-XL 230 min
    • Thickness (finger and Palm): 0.08 min | Meet the requirement |
      | ASTM D3578-19 | Determination of Physical Properties | Before and after accelerated aging, the gloves shall conform to the physical requirements in Table 3 of ASTM D3578-19.
      Before Aging:
    • Tensile Strength: 18 MPa min
    • Stress Elongation: 5.5 MPa max
    • Ultimate Elongation: 650% min
      After Accelerated Aging:
    • Tensile Strength: 14 MPa min
    • Ultimate Elongation: 500% min | Meet the requirement |
      | ASTM D5151-19 | Water Leak Test for Detection of Holes | The gloves shall be free from holes when tested in accordance with the method given in ASTM D5151. AQL=2.5 | Meet the requirement |
      | ASTM D6124-06 (Reapp. 2017) | Residual Powder Content Test | The powder residue content shall be not more than 2mg per glove. | Meet the requirement |
      | ASTM D3578-19 | Protein Content | ≤ 200 ug/dm² | Meet the requirement |
      | ISO 10993-5:2009 | In vitro Cytotoxicity | Non-cytotoxicity | Failed (Potential toxicity Grade 3 or 4) Self-contradictory with the conclusion of "as safe" |
      | ISO 10993-10:2010 | Skin Sensitization | Non-sensitizing | Meet the requirement |
      | ISO 10993-10:2010 | Skin Irritation | Non-irritating | Meet the requirement |
      | ISO 10993-11:2017 | Systemic Toxicity | Non-systemic toxicity | Meet the requirement |

    Note: The results for "In vitro Cytotoxicity" indicate "Failed (Potential toxicity Grade 3 or 4)", which seems to contradict the overall conclusion of the device being "as safe, as effective, and performs as well as or better than the legally marketed predicate device". This would warrant further investigation if this were a complete regulatory review. However, the provided text is the basis for this answer.


    The following questions are not applicable to this 510(k) submission as it pertains to a physical medical device (examination gloves) and not an AI/ML-based device:

    1. Sample sizes used for the test set and the data provenance: Not applicable. Tests are conducted according to published standards (e.g., AQL for water leak tests), not on subjective data sets. The testing is non-clinical, done by the manufacturer (Fitone Latex Products Co., Ltd. Guangdong, China).
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth is established by objective physical and chemical testing standards, not expert consensus on medical images or diagnoses.
    3. Adjudication method (e.g. 2+1, 3+1, none) for the test set: Not applicable.
    4. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance: Not applicable.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.): Ground truth is based on established international standards (ASTM, ISO) for physical, chemical, and biological properties of medical gloves (e.g., tensile strength, freedom from holes, protein content, cytotoxicity tests).
    7. The sample size for the training set: Not applicable. This is not an AI/ML device.
    8. How the ground truth for the training set was established: Not applicable. This is not an AI/ML device.
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    K Number
    K221648
    Date Cleared
    2022-08-25

    (79 days)

    Product Code
    Regulation Number
    880.6250
    Reference & Predicate Devices
    Why did this record match?
    Product Code :

    LYY

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

    This non-powdered patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner.

    Device Description

    The subject device in this 510(k) Notification is Iconic Latex Glove - Powder Free Latex Examination Glove. The subject device is a patient examination glove made from Latex compound, Natural White color, powder free and non-sterile (Per 21 CFR 880.6250 - class I). The device meets the specifications in ASTM D3578-19 Standard specification for Rubber Examination Gloves. The available sizes of the subject devices are Small, Medium, Large, X-Larqe.

    AI/ML Overview

    The information provided describes the acceptance criteria and the study conducted for the Iconic Latex Glove, a non-powdered patient examination glove.

    Here's a breakdown of the requested information:

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

    Characteristics / Test MethodologyAcceptance Criteria (from Section 4.0 and 7.0)Reported Device Performance (Average Results from Section 8.0)Final Results (from Section 8.0)
    Product CodeLYYLYYsame
    Intended UseA powder-free patient examination glove, disposable, for medical purposes, worn on examiner's hand to prevent contamination between patient and examiner. For over-the-counter use.This powder-free patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner. The device is for over-the-counter use.same
    Material UsedLatex - Natural RubberLatex - Natural Rubbersame
    ColorN/A (Predicate: Natural White)Natural Whitesame
    SterilitySterile/Non-sterileNon sterile- (Not explicitly "same", but matches expectation)
    Single UseSingle useSingle usesame
    Freedom from pinholes (ASTM D5151-19)AQL 2.5 Inspection Level G-1Pass (across all sizes)Pass
    Overall Length (ASTM D3578-19)Min 230mmSmall: 230.8mm, Medium: 240.5mm, Large: 237.5mm, X-Large: 236.8mmPass
    Width (ASTM D3578-19)Small - 80mm (±10mm); Medium - 95mm (±10mm); Large - 110mm (±10mm); X-Large - 120mm (±10mm) (Note: Table in 4.0 has typo for Large - 110 vs table in 7.0/8.0 as 111)Small: 83mm, Medium: 96mm, Large: 108.4mm, X-Large: 118.7mmPass
    Thickness at Palm (ASTM D3578-19)Min 0.05 mm (from Section 4.0) Min: 0.08 mm (from Section 7.0/8.0)0.14mm (Small), 0.13mm (Medium), 0.12mm (Large), 0.14mm (X-Large)Pass
    Thickness at Fingertip (ASTM D3578-19)Min 0.05 mm (from Section 4.0) Min: 0.08 mm (from Section 7.0/8.0)0.10mm (Small), 0.10mm (Medium), 0.09mm (Large), 0.14mm (X-Large)Pass
    Physical Properties Before Aging (ASTM D3578-19)Tensile Strength = 18 MPa, min.; Ultimate Elongation = 650 % minTensile Strength: 20.8 (S), 23.4 (M), 21.4 (L), 20.7 (XL); Ultimate Elongation: 1018.7 (S), 878.9 (M), 1127.9 (L), 1097.6 (XL)Pass
    Stress at 500% Elongation (Before Aging)N/A (Standard specifies min tensile and ultimate elongation)3.3 (S), 3.9 (M), 3.7 (L), 3.3 (XL)Pass
    Physical Properties After Accelerated Aging (ASTM D3578-19)Tensile Strength = 14 MPa, min.; Ultimate Elongation = 500 % minTensile Strength: 15.3 (S), 17.3 (M), 16.9 (L), 17.4 (XL); Ultimate Elongation: 856.4 (S), 890.8 (M), 1077.3 (L), 956.8 (XL)Pass
    Residual Powder (ASTM D6124-06)
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