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510(k) Data Aggregation

    K Number
    K200361
    Manufacturer
    Date Cleared
    2020-04-06

    (52 days)

    Product Code
    Regulation Number
    888.3030
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Akros Scruture Anchor LisFranc Repair Kit is intended as an adjunct in fracture repair involving metaphyseal and periarticular small bone fragments where screws are not indicated, and as an adjunct in external fixation systems involving plates, with fracture braces and casting. Specifically, the Akros Scruture Anchor LisFranc Repair Kit is intended to provide fixation during the healing process following Tarasometatarsal (TMT) injury, such as fixation of foot soft tissue separations due to a Lisfranc injury (Midfoot Reconstruction).

    Device Description

    The Akros Scruture Anchor Lisfranc Repair Kit is a multiple-anchor orthopedic fixation device system, offered in both a stainless steel and a titanium version. The system is designed as an adjunct in repair of unstable joints, specifically as a means to provide fixation between the bones of the midfoot during the healing process following a Lisfranc injury. The design of the implant permits placement through any fracture repair plate that can accept a 4.0mm cortical screw conforming to ASTM F543-13. The anchors are provided pre-threaded and pre-loaded on their installation tools in a one-time-use pre-sterilized kit, with the Kirschner wire and drill bit needed for site preparation included.

    AI/ML Overview

    The provided document is a 510(k) premarket notification letter and summary for a medical device called the "Akros Scruture Anchor LisFranc Repair Kit."

    Based on the content of the document, the device described is a metallic bone fixation appliance, not an Artificial Intelligence/Machine Learning (AI/ML) enabled device. Therefore, the information typically required for an AI/ML device's acceptance criteria and study proving its performance (such as ROC curves, sensitivity/specificity, sample sizes for AI model training/testing, expert ground truth establishment, etc.) is not present in this document.

    The document focuses on the substantial equivalence of this physical implant device to a predicate device, primarily through non-clinical testing (e.g., mechanical testing, biocompatibility).

    Here's what can be extracted, acknowledging the nature of the device:

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

    The document does not provide a table with quantitative acceptance criteria and reported device performance in the manner expected for an AI/ML device (e.g., sensitivity, specificity, AUC). Instead, it states that:

    Acceptance Criteria Category (for physical device)Reported Device Performance (Summary)
    Mechanical Performance Testing (e.g., pull-to-failure, load-to-failure, torque, fatigue, fretting, pitting corrosion)"The results of these tests indicate that the performance of the Scruture Anchor device is adequate for its intended use." Data was adopted from a reference device due to design similarity.
    Biocompatibility (e.g., cytotoxicity, pyrogenicity, bacterial endotoxin)"Results demonstrated that the reference device meets an endotoxin limit of <20 EU/device." (For Bacterial Endotoxin Testing)

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

    • Test Set (for AI/ML): Not applicable. This is a physical implant device, not an AI/ML algorithm.
    • Data Provenance: The testing appears to be primarily lab-based (non-clinical) mechanical and chemical testing, rather than human subject data or image data.

    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)

    • Not applicable. Ground truth in the context of expert review for AI/ML performance is not relevant for this physical device's evaluation. Its "performance" is assessed through engineering and material science tests.

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

    • Not applicable. No expert adjudication process is described as this is not an AI/ML device relying on human interpretation for ground truth.

    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. This device is a bone fixation kit, not an AI-assisted diagnostic or prognostic tool. Therefore, MRMC studies are irrelevant.

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

    • Not applicable. There is no algorithm.

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

    • The "ground truth" for this device's performance is established by standardized material and mechanical testing methods (e.g., ASTM standards for mechanical properties like pull-to-failure, torque-to-failure) and biocompatibility tests. It is not based on expert consensus, pathology, or clinical outcome data in the context of "ground truth" for an AI model.

    8. The sample size for the training set

    • Not applicable. This device does not involve a training set for an AI model.

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

    • Not applicable. There is no training set for an AI model.
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    K Number
    K173550
    Manufacturer
    Date Cleared
    2017-12-14

    (28 days)

    Product Code
    Regulation Number
    888.3030
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Akros FibuLink™ Syndesmosis Repair Kit is intended as an adjunct in fracture repair involving metaphyseal and periarticular small bone fragments where screws are not indicated and as an adjunct to fixation systems involving plates, with fracture braces and casting. Specifically, the Akros FibuLink™ Syndesmosis Repair Kit is intended to provide fixation during the healing process following a syndesmotic trauma, such as fixation of syndesmosis (syndesmosis disruptions) in connection with Weber B and C ankle fractures.

    Device Description

    The Akros FibuLink™ Syndesmosis Repair Kit is a multiple-anchor orthopedic fixation device system, offered in both a stainless steel and a titanium version. The system is designed as an adjunct in repair of unstable joints, specifically as a means to provide fixation between the tibia and fibula during the healing process following a disruption of the ankle syndesmosis. If a fracture of the fibula is present, the design of the fibula anchor permits placement through any fibula fracture repair plate that can accept a 3.5mm cortical screw conforming to ASTM F543-13. The anchors are provided pre-threaded and pre-loaded on their installation tools in a one-time-use pre-sterilized kit, with the Kirschner wire and drill bit needed for site preparation included.

    The current submission is for minor design modifications to the components that make up the tibia and fibula anchors and corresponding changes to some of the tools used to install them.

    AI/ML Overview

    This document is a 510(k) premarket notification for the Akros FibuLink™ Syndesmosis Repair Kit. It describes the device, its intended use, and a summary of non-clinical testing conducted. However, it explicitly states that clinical testing was not necessary to demonstrate substantial equivalence to the predicate device.

    Therefore, the requested information regarding acceptance criteria, a study proving the device meets these criteria, sample sizes, ground truth establishment, expert involvement, or multi-reader multi-case studies cannot be provided from the given text.

    The information that can be extracted relates to the non-clinical testing performed to establish equivalence:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state quantitative acceptance criteria or detailed numerical results for each test. Instead, it offers a qualitative statement about the outcomes.

    Test TypeAcceptance Criteria (Implied)Reported Device Performance
    Lateral pull-to-failureAdequate strength for intended use; comparable to predicate device"The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use."
    Offset load-to-failureAdequate strength for intended use; comparable to predicate device"The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use."
    Insertion torqueAppropriate torque for bone insertion"The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use."
    Torque-to-failureAdequate resistance to failure; comparable to predicate device"The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use."
    Fatigue with pull-to-failureAdequate durability for intended use; comparable to predicate device"The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use."

    Note: The phrase "adequate for its intended use" implies that the results met internal specifications or were comparable to the predicate device, which functioned as the de facto "acceptance criteria" for demonstrating substantial equivalence through non-clinical testing.


    The following questions cannot be answered from the provided text as the application explicitly states that clinical testing was not necessary.

    1. Sample sizes used for the test set and the data provenance: Not applicable; no clinical test set mentioned.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable; no clinical test set mentioned.
    3. Adjudication method for the test set: Not applicable; no clinical test set mentioned.
    4. 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 medical device, not an AI/software product, and no clinical studies were performed.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable; this device is a physical medical device.
    6. The type of ground truth used: Not applicable; no clinical ground truth was established as no clinical testing was performed.
    7. The sample size for the training set: Not applicable; this device is a physical medical device, not an AI/software product, and no training set was used in the context of an algorithm.
    8. How the ground truth for the training set was established: Not applicable; no training set or ground truth in the context of a study was established.
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    K Number
    K162805
    Manufacturer
    Date Cleared
    2017-01-10

    (97 days)

    Product Code
    Regulation Number
    888.3030
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Akros FibuLink™ Syndesmosis Repair Kit is intended as an adjunct in fracture repair involving metaphyseal and periarticular small bone fragments where screws are not indicated and as an adjunct to fixation systems involving plates, with fracture braces and casting. Specifically, the Akros FibuLink™ Syndesmosis Repair Kit is intended to provide fixation during the healing process following a syndesmotic trauma, such as fixation of syndesmosis (syndesmosis disruptions) in connection with Weber B and C ankle fractures.

    Device Description

    The Akros FibuLink™ Syndesmosis Repair Kit is a multiple-anchor orthopedic fixation device system, offered in both a stainless steel and a titanium version. The system is designed as an adjunct in repair of unstable joints, specifically as a means to provide fixation between the tibia and fibula during the healing process following a disruption of the ankle syndesmosis. If a fracture of the fibula is present, the design of the fibula anchor permits placement through any fibula fracture repair plate that can accept a 3.5mm cortical screw conforming to ASTM F543-13. The anchors are provided pre-threaded and pre-loaded on their installation tools in a one-time-use pre-sterilized kit, with the Kirschner wire and drill bit needed for site preparation included.

    AI/ML Overview

    The provided document describes the Akros FibuLink™ Syndesmosis Repair Kit, a medical device for orthopedic fixation. However, it explicitly states that clinical testing was not necessary to demonstrate substantial equivalence to the predicate device. Therefore, a study proving the device meets acceptance criteria based on clinical performance metrics is not detailed in this document.

    The document focuses on non-clinical testing for substantial equivalence.

    Here's a breakdown of the available information based on your request:

    1. Table of Acceptance Criteria and Reported Device Performance

    Since clinical testing was not performed or necessary for this 510(k) submission, there are no acceptance criteria related to clinical performance (e.g., sensitivity, specificity, accuracy). The document primarily outlines non-clinical testing results.

    Acceptance Criteria (Non-Clinical)Reported Device Performance
    Simulated useAdequate for intended use
    Lateral pull-to-failureAdequate for intended use
    Offset load-to-failureAdequate for intended use
    Insertion torque-to-failureAdequate for intended use
    Fatigue with pull-to-failureAdequate for intended use
    FrettingAdequate for intended use
    Pitting corrosionAdequate for intended use
    Magnetic resonance (MR compatibility)Adequate for intended use
    CytotoxicityAdequate for intended use
    PyrogenicityAdequate for intended use
    Endotoxin testingMet recommended limit of <20 EU/device

    Explanation: The document states, "The results of these tests indicate that the performance of the FibuLink™ device is adequate for its intended use" for all listed non-clinical tests, and specifically quantifies the endotoxin results. The acceptance criteria for "adequacy" are implied to be established against relevant standards for medical devices of this type, which are not explicitly detailed in this summary.

    2. Sample Size Used for the Test Set and Data Provenance

    This information is not applicable or not provided for clinical performance, as clinical testing was not conducted. For the non-clinical tests, the specific sample sizes used for mechanical, material, and biocompatibility testing are not detailed in this summary.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts

    This information is not applicable or not provided, as clinical testing with human-established ground truth was not performed.

    4. Adjudication Method for the Test Set

    This information is not applicable or not provided, as clinical testing was not performed.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    No, a MRMC comparative effectiveness study was not done. The document explicitly states: "Clinical testing was not necessary to demonstrate substantial equivalence of the FibuLink™ Syndesmosis Repair Kit to the predicate device." Therefore, there is no effect size of human readers improving with or without AI assistance.

    6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done

    This is not applicable. The Akros FibuLink™ Syndesmosis Repair Kit is a physical orthopedic fixation device, not an AI algorithm.

    7. The Type of Ground Truth Used

    For the non-clinical testing, the "ground truth" would be established by engineering and materials testing standards and protocols, which define acceptable performance parameters for mechanical strength, biocompatibility, and other physical properties inherent to the device's function. No clinical ground truth (e.g., pathology, outcomes data, expert consensus on patient diagnosis/treatment) was used for this submission.

    8. The Sample Size for the Training Set

    This information is not applicable. This is a physical medical device, not an AI model, so there is no "training set."

    9. How the Ground Truth for the Training Set Was Established

    This information is not applicable. There is no ground truth for a training set as this is not an AI/algorithm-based device.

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