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510(k) Data Aggregation

    K Number
    K152732
    Date Cleared
    2015-12-10

    (79 days)

    Product Code
    Regulation Number
    888.3030
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    AVANCED ORTHOPAEDIC SOLUTIONS, INC. (AOS)

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

    The AOS Small Fragment Plating System is intended to be used for fixations of fractures, osteotomies, and non-unions of the clavicle, scapula, olecranon, humerus, radius, ulna, pelvis, distal tibia, fibula, including osteopenic bone.

    Device Description

    The AOS Small Fragment Plating System consists of titanium plates in various configurations and sizes. The system includes non-locking and variable angle locking screws in diameters of 2.4mm, 2.7mm, 3.5mm, and 4.0mm. The plate system also includes 3.5mm headless compression screws.

    AI/ML Overview

    This document describes a 510(k) premarket notification for the "AOS Small Fragment Plating System."
    It indicates that the device is substantially equivalent to legally marketed predicate devices based on indications for use, similar shape and design, and fundamental technology.

    Here's the breakdown of the information requested based on the provided text:

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

    Acceptance CriteriaReported Device Performance
    Mechanical Performance:
    • Four-point bend strength (based on ASTM F382-14)
    • Variable Angle Locking Mechanism strength (screw-plate interface) | Substantially Equivalent to Predicate Devices:
    • The AOS Small Fragment Plating System met the mechanical performance requirements tested, demonstrating substantial equivalence to the predicate devices in terms of four-point bend strength and variable angle locking mechanism strength. |

    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: Not explicitly stated. The document mentions "comparative mechanical testing" but does not detail the number of samples tested for each device or test.
    • Data Provenance: Not specified. The testing was reported by Advanced Orthopaedic Solutions, Inc., located in Torrance, CA, USA, but the origin of the data itself (e.g., specific lab, country) is not mentioned. The testing is likely prospective, as it was performed specifically for this 510(k) 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)

    • This device is a physical implant (plating system), not a diagnostic or AI-driven device that requires expert review for ground truth establishment. The "ground truth" for this device's performance is established through mechanical testing against industry standards (ASTM F382-14) and comparison to predicate devices, rather than expert medical interpretation of data. Therefore, this question is not applicable in the typical sense for this type of device.

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

    • Not applicable. Adjudication methods like 2+1 or 3+1 are typically used for expert consensus in diagnostic studies. For mechanical testing, the results are objectively measured per a defined protocol.

    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 is a physical orthopedic implant system, not a diagnostic imaging or AI-assisted device. Therefore, MRMC studies involving human readers and AI assistance are not relevant.

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

    • Not applicable. This is a physical orthopedic implant.

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

    • The "ground truth" for this device's performance is established through mechanical testing data demonstrating that it meets predefined physical and mechanical properties and performs comparably to the predicate devices. The ASTM F382-14 standard provides the benchmark for performance, and the predicate devices serve as the comparative ground truth.

    8. The sample size for the training set

    • Not applicable. This is not an AI/ML device that requires a training set. The "training" for such devices involves adherence to engineering design principles and manufacturing quality control.

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

    • Not applicable. (See #8)
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