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510(k) Data Aggregation

    K Number
    K200155
    Device Name
    Bright High Flow
    Manufacturer
    Date Cleared
    2020-11-30

    (313 days)

    Product Code
    Regulation Number
    872.3690
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    1. Base/liner
    2. Pit & Fissure sealant
    Device Description

    Bright Flow is a light-cured flowable composite resin. It comprises two different types of flowability (Low Flow and High Flow) and 9 shades depending on the intended use, which enables aesthetic and durable outcomes for anterior and posterior composite restorations.

    AI/ML Overview

    Here's a summary of the acceptance criteria and the study that proves the device meets them, based on the provided text:

    Device Name: Bright High Flow
    Manufacturer: GENOSS Co., Ltd.

    The provided document describes the performance bench testing and biocompatibility testing conducted to demonstrate that the Bright High Flow device meets its acceptance criteria. No clinical study or MRMC effectiveness study is mentioned, as this device appears to be a dental material.

    1. Table of Acceptance Criteria and Reported Device Performance

    Biocompatibility Testing

    No.TestAcceptance CriteriaReported Performance
    1CytotoxicityNone cytotoxicityPass
    2IrritationNone oral irritationPass
    3SensitizationNone sensitizationPass
    4Acute systemicNone systemic toxicityPass
    5GenotoxicityNone genotoxicityPass
    6ImplantationBiocompatiblePass
    7Chronic toxicityNo chronic toxicityPass

    Performance Bench Testing

    No.ItemsAcceptance CriteriaReported Performance
    1VisualNo impurities and No specific changesPass
    2CapacityCapacity error of; Standard Capacity < ± 5%Pass
    3PackageNo damagePass
    4Sensitivity to Ambient LightMust be physically uniformPass
    5Depth of CureMore than 1.5 mmPass
    6ShadeMust be shade uniformPass
    7Color StabilityColor should be stablePass
    8Flexural StrengthMore than 80 MPaPass
    9Water SorptionLess than 40 µg/mm³Pass
    10SolubilityLess than 7.5 µg/mm³Pass
    11Radio-opacityMore than the same thickness of aluminum (More than Al)Pass

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

    The document does not explicitly state the sample sizes used for each test. The tests are bench tests and biocompatibility tests, not studies involving human subjects or patient data. The provenance of the data (country of origin, retrospective/prospective) is not specified beyond the fact that the manufacturer is based in Korea and the testing was conducted according to international standards (ISO).

    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 evaluations are based on standardized laboratory tests (ISO standards) rather than expert interpretation of clinical data. There is no mention of experts establishing ground truth for a test set in the context of this device's evaluation.

    4. Adjudication method for the test set

    This information is not applicable. Adjudication methods like 2+1 or 3+1 are typically used for clinical studies involving human interpretation or subjective assessments, which are not detailed for this device. The evaluation relies on objective measurements against 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

    No MRMC comparative effectiveness study was done. This device is a dental material (flowable composite resin) and its evaluation is based on material properties and biocompatibility, not AI assistance for human readers.

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

    This information is not applicable. The device is a dental material, not an algorithm, so "standalone performance" in the context of AI is irrelevant. Its performance is measured directly through physical and chemical property tests.

    7. The type of ground truth used

    The ground truth used for the performance evaluations are international consensus standards (ISO 10993 for biocompatibility and ISO 4049 for dental polymer-based restorative materials). These standards define the acceptable range or threshold for specific material properties.

    8. The sample size for the training set

    This information is not applicable. As the device is a material, there is no "training set" in the context of machine learning. The manufacturing process and material formulation are developed based on established dental material science principles.

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

    This information is not applicable, as there is no "training set" for this type of device. The "ground truth" for developing the material is derived from scientific knowledge, material engineering, and performance requirements for dental restorative materials, as codified in relevant ISO standards.

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