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510(k) Data Aggregation

    K Number
    K180917
    Manufacturer
    Date Cleared
    2018-11-20

    (225 days)

    Product Code
    Regulation Number
    872.3200
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K001518, K082768, K890829

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

    Increases the adhesiveness of light-curing composites to conventional acrylic resins used in dental laboratory procedures (e.g., modification of denture teeth/denture base resins)

    Device Description

    GC ACRYLIC PRIMER is a primer which raises the adhesiveness to acrylic resin and composite resin. GC ACRYLIC PRIMER is intended to use for bonding acrylics to acrylic resin, composite to composite resin, and acrylics to composite resin respectively.

    AI/ML Overview

    The device in question is GC ACRYLIC PRIMER, a resin tooth bonding agent.

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


    1. Table of Acceptance Criteria and Reported Device Performance

    PropertyRequirements (Acceptance Criteria)Reported Device Performance
    AppearanceNo contamination of foreign matter.Conforms to specification.
    Application characteristics (coating properties)Equivalent to reference standard.Conforms to specification.
    Refractive index1.398 ± 0.003Conforms to specification.
    Bond strength> 10 MPaConforms to specification.
    BiocompatibilityNot considered to have a cytotoxic effect (per ISO 10993-5 guidelines)Meets requirements of the test.

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

    The document does not specify a distinct "test set" in the context of clinical or performance testing with human subjects or a defined dataset for AI. The performance bench tests appear to be conducted on the device itself.

    • Sample Size for Test Set: Not explicitly stated for performance bench tests, but implied to be sufficient to demonstrate conformity to specifications.
    • Data Provenance: Not applicable in the context of a "test set" as typically understood for AI/clinical studies. The performance data is generated from laboratory bench testing of the device.

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

    Not applicable. The performance testing involves laboratory measurements and assessments against predefined physical and chemical specifications, not expert-derived ground truth on clinical data.


    4. Adjudication method for the test set

    Not applicable. The performance testing involves objective measurements rather than 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 MRMC comparative effectiveness study was conducted. This device is a dental material (primer) and not an AI-powered diagnostic tool.


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

    Not applicable. This device is a dental material, not an algorithm.


    7. The type of ground truth used

    The "ground truth" for the performance criteria is based on:

    • Predefined physical and chemical specifications: For appearance, application characteristics, refractive index, and bond strength. These are objective laboratory measurements.
    • Biocompatibility standards: ISO 10993-5 guidelines for cytotoxicity.

    8. The sample size for the training set

    Not applicable. This device is a dental material, not an AI model, and therefore does not have a training set.


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

    Not applicable. This device is a dental material, not an AI model, and therefore does not have a training set or associated ground truth establishment.

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