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510(k) Data Aggregation

    K Number
    K220050
    Manufacturer
    Date Cleared
    2022-08-11

    (217 days)

    Product Code
    Regulation Number
    872.4760
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Reference Devices :

    KLS Martin Individual Patient Solutions (K191028), KLS Martin Zurich Distraction System (K010139)

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

    KLS Martin IPS Distraction includes devices intended as bone stabilizers and lengthening (and or transport) devices for correction of congenital deficiencies or post traumatic defects of the mandible (including ramus, body, alveolar ridge, palate, and symphysis) and mid-face bones that require gradual distraction in adults, adolescents, children and infants weighing more than 2.5 kg.

    Device Description

    KLS Martin IPS Distraction System is comprised of patient-specific models, guides and distraction footplates used in conjunction with previously cleared distractor bodies and metallic bone screws for internal fixation and reconstruction of maxillofacial / midface and mandibular bones. The devices are manufactured based on medical imaging (CT scan) of the patient's anatomy with input from the physician during virtual planning and prior to finalization of the device. The physician only provides input for model manipulation and interactive feedback by viewing digital models of planned outputs that are modified by trained KLS Martin personnel during the planning session. For each design iteration, verification is performed by virtually fitting the generated device model over a 3D model of the patient's anatomy to ensure its dimensional properties allow an adequate fit.

    Implants are provided sterile or non-sterile, range in thickness from 0.6 - 10 mm, and are manufactured using additive or traditional (subtractive) methods from either CP Titanium (ASTM F67) or Ti-6A1-4V (ASTM F136) materials. These patient-specific devices are fixated with previously cleared KLS Martin screws.

    AI/ML Overview

    This document describes the 510(k) summary for the KLS Martin IPS Distraction device. It provides information regarding the device's indications for use, technological characteristics, and a comparison to predicate and reference devices to support a claim of substantial equivalence.

    Based on the provided text, the device in question is a medical implant (bone plates) designed for cranial and facial bone distraction. Therefore, the acceptance criteria and study proving its performance will relate to its mechanical properties, biocompatibility, sterilization, software validation, and clinical safety and effectiveness for its intended patient population.

    Here's an analysis of the provided text to extract the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not present a formal table of acceptance criteria with corresponding performance metrics in a pass/fail format. Instead, it describes various tests performed and their outcomes in narrative form to demonstrate substantial equivalence. I will infer the "acceptance criteria" from the types of tests conducted and the "reported device performance" from the stated results.

    Acceptance Criteria (Inferred)Reported Device Performance
    Mechanical Strength (Weld Strength): Withstand forces reflecting clinical use for different material combinations.A direct comparison weld strength test was performed. The titanium alloy/titanium alloy material combination (subject device) was able to withstand a greater tensile load than the CP titanium alloy material combination (predicate/reference devices).
    Biocompatibility: Meet ISO 10993 standards for biological safety (cytotoxicity, sensitization, chemical analysis, material characterization).Biocompatibility testing (cytotoxicity, chemical analysis, sensitization, and chemical/material characterization) was leveraged from K191028 (reference device) for titanium devices. The subject devices are similar in final finished form, material formulations, manufacturing methods, and sterilization methods. The report states this adequately addresses biocompatibility.
    Sterilization: Achieve a specified sterility assurance level (SAL).Steam sterilization validations were performed according to ISO 17665-1:2006 to a sterility assurance level (SAL) of 10^-6 (standard is 10^-6, not 10^-9 as written, likely a typo in the document or a more stringent internal target) using the biological indicator (BI) overkill method. All test method acceptance criteria were met. Validations for titanium devices were leveraged from the reference device K191028, as subject devices are similar.
    Pyrogenicity: Ensure endotoxin levels are below specified limits.LAL endotoxin testing was conducted according to AAMI ANSI ST72:2019. The results demonstrate that the subject devices contain endotoxin levels below the USP allowed limit for medical devices and meet pyrogen limit specifications. This testing was leveraged from the reference device K191028 due to similar materials and processes.
    Software Verification and Validation: Ensure software used for planning and design functions correctly and meets requirements.Software verification and validation was performed on each individual software application. Quality and on-site user acceptance testing provide objective evidence that all software requirements and specifications were implemented correctly and completely and are traceable to system requirements. Risk analysis and impact assessments showed conformity with pre-defined specifications and acceptance criteria. Software documentation demonstrates mitigation of potential risks and performance as intended.
    Clinical Performance (Pediatric Subpopulations): Demonstrate safety and effectiveness in pediatric patients.Risk mitigation assessments based on FDA guidance "Premarket Assessment of Pediatric Medical Devices" were completed. 5 clinical studies were analyzed as supporting evidence. The conclusion is that the device can be used for infants (>2.5 kg), children, and adolescents (29 days through 21 years) if additional precautions are taken into account (e.g., avoiding permanent implants in skeletally immature patients, low-dose CT protocols).

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

    • Mechanical Testing (Weld Strength): The document does not specify the exact sample size for the weld strength test. It states "A direct comparison weld strength test was performed," implying sufficient samples for a comparative analysis, but no number is given.
    • Biocompatibility, Sterilization, Pyrogenicity: These tests leveraged data from a previously cleared device (K191028). No new sample sizes are explicitly mentioned for these, as the substantial equivalence hinges on the similarity to the already-tested reference device. If new samples were tested for verification, their numbers are not stated.
    • Software V&V: No specific sample size (e.g., number of cases or simulations) is mentioned for software testing. It refers to "all software requirements and specifications" and "on-site user acceptance testing."
    • Clinical Performance (Pediatric): 5 clinical studies were analyzed to support the pediatric indications. The document lists the studies, but does not state how many patients were in the "test set" for the KLS Martin device specifically. These appear to be literature reviews, not new clinical trials conducted for this device clearance.
      • Data Provenance: The provenance of the data for the 5 analyzed clinical studies is implied to be from published literature ("Based on published literature findings"). Specific country of origin is not mentioned, nor is whether the studies were retrospective or prospective, though typical clinical trials are prospective, and reviews can be of either.

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

    • Mechanical, Biocompatibility, Sterilization, Pyrogenicity, Software V&V: The document does not mention the use of external "experts" to establish ground truth for these non-clinical performance tests. These are typically assessed against pre-defined engineering and biological standards by internal or contract testing labs.
    • Clinical Performance (Pediatric): The "ground truth" for the pediatric clinical performance is based on "published literature findings" and risk assessments performed based on FDA guidance. There is no mention of a specific number of experts used to establish a new ground truth for this 510(k) submission's test set. The experts are implicitly the authors of the peer-reviewed clinical literature analyzed and the regulatory/clinical affairs personnel conducting the risk assessment. Qualifications of these implied experts are not detailed in this document.

    4. Adjudication Method for the Test Set

    • No adjudication method (e.g., 2+1, 3+1) is described for any of the tests, as these are technical performance tests or literature reviews, not studies involving human interpretation of medical images or data requiring reader consensus.

    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 mentioned or performed. This device is a passive implantable device, not an AI-assisted diagnostic tool.

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

    • This question is not applicable. The device is a surgical implant, not a software algorithm. The software mentioned (for planning and design) is a tool for manufacturing patient-specific implants, not a diagnostic algorithm in itself that would have standalone performance.

    7. The Type of Ground Truth Used

    • Mechanical Testing: Ground truth is implicitly defined by engineering standards for tensile strength and material properties.
    • Biocompatibility: Ground truth is established by the accepted international standard ISO 10993 series.
    • Sterilization: Ground truth is defined by the accepted international standard ISO 17665-1:2006 and a target SAL of 10^-6.
    • Pyrogenicity: Ground truth is defined by AAMI ANSI ST72:2019 and USP allowed limits for endotoxins.
    • Software V&V: Ground truth is established by pre-defined software requirements, specifications, and risk assessment outcomes.
    • Clinical Performance (Pediatric): Ground truth for the safety and effectiveness in pediatric applications is based on peer-reviewed clinical literature and FDA guidance on pediatric medical devices, interpreted through a risk assessment. This is a form of outcomes data and expert consensus derived from previous studies, rather than a new "ground truth" adjudicated for this submission.

    8. The Sample Size for the Training Set

    • This question is not applicable to an implantable device like KLS Martin IPS Distraction. "Training set" usually refers to data used to train a machine learning algorithm.
    • For the patient-specific design, the "training" data is the individual patient's CT scan. Each device's design is unique to the patient's anatomy. The "training" for the process comes from accumulated experience, validated software, and adherence to design specifications described in the section about patient-specific manufacturing.

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

    • This question is not applicable for the reasons stated above. For the individual patient design process, the "ground truth" (the patient's anatomy for which the device is being designed) is established directly from the patient's CT scan data. The "virtual planning" involves interactions between the physician and trained KLS Martin personnel to refine the design, with "verification" performed by virtually fitting the generated device model over a 3D model of the patient's anatomy to ensure adequate fit.
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