Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    K Number
    K222245
    Device Name
    ACR Screw System
    Date Cleared
    2023-08-21

    (391 days)

    Product Code
    Regulation Number
    872.3640
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K161335, K182929

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

    The ACR Screw System is indicated for use as a fixed anchorage point for the attachment of orthodontic appliances to facilitate the orthodontic movement of teeth for use in patients 12 years of age and older. It is used temporarily and is removed after orthodontic treatment is complete. The screws are intended for single use only.

    Device Description

    The ACR Screw System is indicated for use as a fixed anchorage point for the attachment of orthodontic appliances to facilitate the orthodontic movement of teeth. It is used temporarily and is removed after orthodontic treatment is complete. The average temporary implantation period for the anchorage screw is six months. Screws are intended for single use only.

    Screws are essentially C-type screw head design and size. Screw diameters and lengths are offered in the following range: thread diameter (1.75 mm) and overall length (11.10 – 15.10 mm). The screw tip has a self-drilling feature for insertion and removal. It is manufactured from a machined piece of Ti-6Al-4V ELI titanium alloy (ASTM F 136-13). These devices are supplied sterilized by gamma irradiation. This device is individually packaged in a polyethylene bag.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for the ACR Screw System, an orthodontic anchorage screw. It describes the device, its indications for use, and its substantial equivalence to predicate devices, primarily through non-clinical testing. However, it does not contain a study that quantitatively proves the device meets specific acceptance criteria in terms of performance metrics like sensitivity, specificity, accuracy, or similar measures typically associated with diagnostic or AI-driven devices.

    The document focuses on demonstrating physical and material equivalence, as well as safety and basic functionality. Therefore, I cannot fully answer your request for acceptance criteria and a study proving device performance in the way you've outlined for AI/diagnostic devices.

    Here's an attempt to extract relevant information given the limitations of the provided text:

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

    The document details performance testing related to mechanical properties, biocompatibility, sterilization, bacterial endotoxin, and shelf-life. However, explicit quantitative acceptance criteria and detailed reported performance values for each are not presented in a comparative table within the document. Instead, it states that tests "met predetermined acceptance criteria" or "all test requirements were met."

    Test CategoryAcceptance Criteria (Stated broadly)Reported Device Performance (Stated broadly)
    Mechanical PropertiesIn accordance with ISO 19023:2018 and ASTM F543-17 objectives for pull-out, torsion, and torque.Performance "determined" and implied to be acceptable for substantial equivalence. No specific values provided.
    BiocompatibilityIn accordance with ISO 10993-1, ISO 10993-5, ISO 10993-12.Deemed biocompatible due to use of same materials and manufacturing process as previously cleared predicate device (K063495).
    SterilizationAchievement of a Sterility Assurance Level (SAL) of $10^{-6}$ and meeting all test requirements per ISO11137-1, -2, -3.SAL of $10^{-6}$ was achieved, and all test requirements were met.
    Bacterial EndotoxinTest limit of 0.06 EU/mL per ANSI/AAMI ST72:2011.Testing met predetermined acceptance criteria.
    Shelf-LifeConfirm stability and effectiveness of packaging for 3 years (sterility, peel strength, dye penetration, burst) per ISO 11607-1, ISO 11607-2, ASTM F1980-21.Device met the acceptance criteria for each test (sterility, peel strength, dye penetration, burst) for a 3-year shelf life.

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

    The document does not specify sample sizes for mechanical, sterilization, bacterial endotoxin, or shelf-life testing. The data provenance is implied to be from internal testing by BioMaterials Korea, Inc. or their contracted labs, primarily from South Korea, as indicated by the manufacturer's and consultant's addresses. All tests are non-clinical (laboratory/bench).

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

    This is not applicable to the non-clinical testing described. Ground truth for these types of tests is established by standardized testing protocols and measurement instruments, not human expert consensus.

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

    Not applicable, as this is for non-clinical testing.

    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 device is a physical orthodontic screw, not an AI or diagnostic imaging device. Therefore, no MRMC study, human reader improvement, or AI assistance is relevant.

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

    Not applicable. This device is a physical product.

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

    The ground truth for the non-clinical tests (mechanical properties, biocompatibility, sterilization, etc.) is established by adherence to international standards and validated laboratory test methods (e.g., ISO and ASTM standards for material properties, sterility, and packaging integrity).

    8. The sample size for the training set

    Not applicable. This device is a physical product, not an AI algorithm requiring a training set.

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

    Not applicable.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1