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510(k) Data Aggregation

    K Number
    K233068
    Date Cleared
    2024-03-29

    (185 days)

    Product Code
    Regulation Number
    878.4040
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    Nanning TECBOD Biological Technology Co.,Ltd.

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

    Disposable Surgical Gowns are intended to be worn by operating room personnel during surgical procedures to protect the surgical patient and operating room personnel from the transfer of microorganisms, body fluids and particulate material. This surgical gown meets the requirements of AAMI Level 3/Level 4 barrier protection for a surgical gown per ANSU AAMI PB70:2012 Liquid barrier performance and classification of protective apparel and drapes intended for use in health care facilities (AAMI PB70). The Surgical Gowns are single use, disposable medical devices; provided sterile.

    Device Description

    Disposable Surgical Gown

    AI/ML Overview

    This document is a 510(k) clearance letter for a Disposable Surgical Gown. It is a regulatory document addressing the substantial equivalence of the device to a predicate device, not a study report for a medical AI/ML device.

    Therefore, the requested information about acceptance criteria, study details, expert qualifications, adjudication methods, MRMC studies, standalone performance, ground truth, and training set details for an AI/ML device is not applicable to this document.

    The document discusses:

    • The device name: Disposable Surgical Gown
    • Regulation Number: 21 CFR 878.4040
    • Regulatory Class: Class II
    • Product Code: FYA
    • Indications for Use: "Disposable Surgical Gowns are intended to be worn by operating room personnel during surgical procedures to protect the surgical patient and operating room personnel from the transfer of microorganisms, body fluids and particulate material. This surgical gown meets the requirements of AAMI Level 3/Level 4 barrier protection for a surgical gown per ANSU AAMI PB70:2012 Liquid barrier performance and classification of protective apparel and drapes intended for use in health care facilities (AAMI PB70). The Surgical Gowns are single use, disposable medical devices; provided sterile."

    The acceptance criteria mentioned for the surgical gown are related to its physical performance as a barrier: "meets the requirements of AAMI Level 3/Level 4 barrier protection for a surgical gown per ANSU AAMI PB70:2012 Liquid barrier performance and classification of protective apparel and drapes intended for use in health care facilities (AAMI PB70)." However, this document does not provide a study detailing how these criteria were met or the specific results.

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    K Number
    K223467
    Date Cleared
    2023-02-10

    (85 days)

    Product Code
    Regulation Number
    878.4040
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Nanning TECBOD Biological Technology Co.,Ltd.

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

    Disposable Isolation Gowns are intended to protect health care patients and health care personnel from the transfer of microorganisms, body fluids and particulate material. Not intended for use in the operating room. This Disposable Isolation Gowns meets the requirements of AAMI Level 3 barrier protection for a surgical gown per ANSI/AAMI PB70:2012 Liquid barrier performance and classification of protective apparel and drapes intended for use in health care facilities (AAMI PB70). The Disposable Isolation Gowns are single use, disposable medical devices; provided non-sterile.

    Device Description

    Disposable Isolation Gown is designed for the medical personnel using in medical environment, not intended for use in the operating room. The employed material is a polypropylene and polyethylene (PP+PE) compound non-woven fabric. The color of the gown is blue. The gown has long sleeves with cuffs and neck fasten belts. There are seam tapes above the sleeves and where the sleeves meet the body. The seam tape is ethylene-vinyl acetate (EVA). The material of cuff is polyester and it is elastic.

    The body and sleeve of the Disposable Isolation Gowns are constructed from a blue PP+PE compound non-woven fabric and have been tested according to AAMI PB70:2012 and meet AAMI Level 3 barrier level protection for a Disposable Isolation Gown. The Disposable Isolation Gown is a single use, disposable medical device.

    AI/ML Overview

    Here's a summary of the acceptance criteria and the study proving the device meets them, based on the provided FDA 510(k) summary:

    Device: Disposable Isolation Gown (K223467)

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

    Test NamePurposeAcceptance CriteriaReported Device Performance
    Seam strength (sleeve seam)To evaluate the strength of the sleeve seam≥30N per standard F2407-20 for level 3Pass
    Tensile strength (Media Direction & Cross Direction)To evaluate the tensile strength of the test sample≥30N per standard F2407-20 for level 3Pass
    Tear strength (Media Direction & Cross Direction)To evaluate the tear resistance of the test sample≥10NPass
    Hydrostatic pressure test (front, sleeve, sleeve seam, shoulder seam, back)To evaluate the hydrostatic barrier property of the gown≥50cmH2O AQL: 4% (32 of 32 samples pass each location)Pass
    Lint and other particles generation in the dry state (material)To evaluate the linting resistance of the test sampleCritical area≤4.0; Less critical area≤ 4.0Pass
    Lint and other particles generation in the dry state (sleeve seam)To evaluate the linting resistance in the dry state of the sleeve seamCritical area≤4.0; Less critical area≤ 4.0Pass
    2-year accelerated aging (AAMI PB70:2012 - AATCC 42 Water impact & AATCC 127 Hydrostatic pressure)To demonstrate performance stability throughout the shelf lifeMeets all AAMI PB70 performance requirements; AATCC 42 ≤ 1.0 g; AATCC 127 ≥ 50 cm H2OPass
    2-year accelerated aging (ASTM F3352 - Tensile strength, Tear strength, Seam Strength, Lint generation)To demonstrate performance stability throughout the shelf life (additional parameters)ASTM D5034 ≥ 30 N (Machine direction and cross direction); ASTM D5733 ≥ 10 N (Machine direction and cross direction); ASTM D1683 ≥ 30 N; ISO 9037-10 Coef. of linting ≤ 4.0Pass
    FlammabilityTo evaluate the flame resistance of the test sampleClass IPass
    Water impact resistance (front, sleeve, sleeve seam, shoulder seam, back)To evaluate the water impact barrier property of the gown≤1.0g AQL: 4% (32 of 32 samples pass each location); Level 3 per standard ANSI/AAMI PB70:2012Pass
    Cytotoxic potentialTo evaluate the cytotoxic potential of the gownUnder the conditions of the study, the device is not cytotoxicPass
    IrritationTo evaluate the irritation property of the gownUnder the conditions of the study, the device is not an irritantPass
    SensitizationTo evaluate the sensitization property of the gownUnder the conditions of the study, the device is not a sensitizerPass

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

    • Sample Size:
      • For Hydrostatic pressure test and Water impact resistance, the acceptance criteria state "32 of 32 samples pass each location." This implies a sample size of 32 for these specific tests.
      • Specific sample sizes for other non-clinical tests (e.g., seam strength, tensile strength, tear strength, lint generation, flammability, biocompatibility) are not explicitly stated in this document beyond the general "sample" or "test sample." However, these types of tests typically involve testing multiple units or specimens to ensure reproducibility and statistical validity according to the referenced standards.
    • Data Provenance: The document does not explicitly state the country of origin or whether the studies were retrospective or prospective. Given that the manufacturer is based in China, it is highly probable that the testing was conducted there. All tests described are non-clinical tests, which are typically conducted in a controlled laboratory setting (i.e., not on human subjects), and thus the retrospective/prospective distinction is not applicable in the same way it would be for a clinical trial.

    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 as the studies are entirely non-clinical (laboratory-based performance and material property testing). There are no human experts establishing a "ground truth" for diagnostic or clinical interpretation. The "ground truth" for these tests comes from adherence to established international and national standards (e.g., ASTM, ISO, AAMI, AATCC, CPSC CFR) for material properties and barrier performance.

    4. Adjudication method for the test set:

    • This information is not applicable. Adjudication methods like 2+1 or 3+1 are used in studies involving human interpretation (e.g., image reading) where there might be disagreement among experts. Since these are non-clinical, objective laboratory tests against pre-defined numerical or qualitative criteria, there is no need for expert 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:

    • No, an MRMC comparative effectiveness study was not conducted. This device is a disposable isolation gown, and the submission focuses on its physical and barrier properties, not on an AI-assisted diagnostic or interpretive tool that would involve human readers.

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

    • No, a standalone algorithm-only performance study was not conducted. This device is manufactured personal protective equipment (PPE), not software or an AI algorithm. The performance evaluation is based on material and product testing against established engineering and safety standards.

    7. The type of ground truth used:

    • The "ground truth" for these non-clinical tests is based on established testing standards and regulatory requirements. This includes:
      • Material properties: Tensile strength, tear strength, seam strength, lint generation, flammability, all measured against specific ASTM and ISO standards with predefined passing criteria.
      • Barrier performance: Hydrostatic pressure and water impact resistance, measured against AAMI PB70:2012 (Level 3) and AATCC standards.
      • Biocompatibility: Cytotoxicity, irritation, and sensitization, measured against ISO 10993 standards with "not cytotoxic," "not an irritant," and "not a sensitizer" as the ground truth.
      • Shelf-life stability: Demonstrated by meeting all performance requirements after accelerated aging, with the original acceptance criteria serving as the ground truth for stability.

    8. The sample size for the training set:

    • This information is not applicable as the device is a physical product (disposable isolation gown), not a machine learning model. Therefore, there is no "training set" in the context of AI or algorithms.

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

    • This information is not applicable for the reason stated above.
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