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510(k) Data Aggregation

    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The PROCOTYL® PRIME Acetabular Cup System is intended for use in total hip arthroplasty for reduction or relief of pain and/or improved hip function in skeletally mature patients with the following conditions:

    1. non-inflammatory degenerative joint disease such as osteoarthritis, avascular necrosis, ankylosis, protrusio acetabuli. and painful hip dysplasia;
    2. inflammatory degenerative joint disease such as rheumatoid arthritis;
    3. correction of functional deformity; and,
    4. revision procedures where other treatments or devices have failed.
      Shells with BIOFOAM® metal foam coating are intended only for uncemented arthroplasty.
    Device Description

    The PROCOTYL® PRIME Acetabular Cup System includes acetabular shells, acetabular liners, and optional cancellous bone screws. The design features are summarized below:

    • Acetabular Shells
      • Manufactured from titanium alloy
      • BIOFOAM® coated
      • Available in Solid or Quad configurations
      • Outer Diameter sizes 42mm to 68mm in 2mm increments
    • Acetabular Liners
      • Manufactured from A-CLASS® highly crosslinked ultra high molecular weight polyethylene)
      • Available in Standard. Lipped Face-changing or Lateralized configurations
      • Inner Diameter sizes 22mm to 44mm
    • Bone Screws
      • Manufactured from titanium alloy
      • 6.5mm diameter
      • Available in lengths 15mm to 80mm in 5mm increments
    AI/ML Overview

    This document is a 510(k) summary for the PROCOTYL® PRIME Acetabular Cup System, a medical device for total hip arthroplasty. It describes the device, its intended use, and argues for its substantial equivalence to previously cleared predicate devices.

    Here's an analysis of the provided text in relation to your request about acceptance criteria and studies:

    Crucially, this document is a 510(k) Pre-Market Notification, which is a regulatory submission to demonstrate that a new device is substantially equivalent to a legally marketed predicate device. It is not a detailed clinical study report or a publication presenting performance metrics against specific acceptance criteria for an AI/ML device.

    Therefore, most of the information you are requesting about acceptance criteria, specific performance metrics, sample sizes for test sets, expert ground truth, MRMC studies, or standalone algorithm performance for an AI/ML device is not present in this document. This document concerns a physical orthopedic implant.

    However, I can extract the information that is available and clarify what is missing based on your request.


    Summary of Device Acceptance Criteria and Performance (Based on available information):

    Acceptance Criteria (Implied)Reported Device Performance
    Mechanical Performance (Nonclinical Testing):
    Lock detail strength (Push-out, Lever-out, Torque-out per ASTM 1820)"The lock detail of the subject PROCOTYL® PRIME Acetabular Cup System was evaluated by testing Push-out, Lever-out and Torque-out of the Liner per ASTM 1820." (Implied: met relevant ASTM standards, but no specific values or thresholds are provided for "meeting" the criteria).
    Deformation and frictional torque under pinch-loading conditions"The subject System underwent deformation and frictional torque testing to evaluate the properties under pinch-loading conditions." (Implied: results were acceptable, but no specific values or thresholds are provided.)
    Fatigue resistance (Long term axial cyclic loading)"The subject System completed long term axial cyclic loading to evaluate fatigue resistance properties." (Implied: acceptable fatigue resistance, but no specific methodology or pass/fail criteria are defined.)
    Wear rate and wear particle analysis"The subject System underwent wear testing to determine the wear rate and a wear particle analysis was performed on the wear debris." (Implied: acceptable wear characteristics, but no specific wear rate thresholds or particle analysis results are given.)
    Range of motion"Additionally, a range of motion study was completed for the PROCOTYL® PRIME Acetabular Cup System." (Implied: acceptable range of motion, but no specific values or comparison to predicate is given.)
    Cancellous bone screw properties (per ASTM F543)"Finally, per ASTM F543, the properties of the cancellous bone screws were examined." (Implied: met relevant ASTM standards, but no specific values or thresholds are provided.)
    Biocompatibility:
    Pyrogen Limit Specification (per Limulus Amebocyte Lysate (LAL) test)"The Limulus Amebocyte Lysate (LAL) test was used to determine the subject devices meets the specified pyrogen limit specification of ≤ 20 EU/device." (Explicitly states: "meets the specified pyrogen limit specification of ≤ 20 EU/device.")
    Substantial Equivalence (Overall Regulatory Goal):"The design features and materials are substantially equivalent to those of the predicate devices. The fundamental scientific technology of the subject devices has not changed relative to the predicate devices. The safety and effectiveness of the subject devices are adequately supported by the substantial equivalence information, materials information, and analysis data provide within this Premarket Notification." (This is the overarching "acceptance criterion" for a 510(k), demonstrated by comparing to predicate devices and performing nonclinical testing to support this claim).

    Missing Information (as per your request, because this is not an AI/ML device nor a typical clinical study report):

    1. Sample size used for the test set and the data provenance: Not applicable. The "test set" here refers to physical components tested in a lab, not a diagnostic dataset. The document does not specify sample sizes (e.g., number of cups, liners, or screws) for any of the nonclinical tests. Data provenance, in the sense of country of origin or retrospective/prospective for patient data, is also not applicable here.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth for an orthopedic implant's mechanical properties is typically established through recognized engineering standards (e.g., ASTM) and validated testing methodologies, not expert medical consensus on diagnostic images.
    3. Adjudication method (e.g. 2+1, 3+1, none) for the test set: Not applicable. This applies to human review of diagnostic outputs, not mechanical testing.
    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 is not an AI/ML diagnostic device with human-in-the-loop.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is not an AI/ML algorithm.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc): For mechanical testing, the "ground truth" is defined by the specifications and performance standards (e.g., ASTM standards) that the device must meet. For biocompatibility, it's defined by the pyrogen limit specification (≤ 20 EU/device). It's not based on expert consensus, pathology, or outcomes data in the conventional sense used for diagnostic devices.
    7. The sample size for the training set: Not applicable. This is not an AI/ML device that requires a training set.
    8. How the ground truth for the training set was established: Not applicable.
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    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    MicroPort total hip systems are indicated for use in total hip arthroplasty for reduction or relief of pain and/or improved hip function in skeletally mature patients with the following conditions:

    • non-inflammatory degenerative joint disease such as osteoarthritis, avascular necrosis, 1. ankylosis, protrusio acetabuli, and painful hip dysplasia;
    • inflammatory degenerative joint disease such as rheumatoid arthritis; 2.
    • correction of functional deformity; and, 3.
    • revision procedures where other treatments or devices have failed 4.

    Modular shells with porous metal bead coating may be used in either cemented or uncemented arthroplasty. Shells with BIOFOAM® metal foam coating are intended only for uncemented arthroplasty.

    Device Description

    The DYNASTY® Acetabular System with Ceramic contains femoral heads in size 28mm manufactured from alumina matrix composite, mating acetabular liners manufactured from crosslinked polyethylene, and beaded acetabular shells manufactured from titanium alloy.

    AI/ML Overview

    The provided 510(k) summary for the DYNASTY® Acetabular System with Ceramic does not contain information related to acceptance criteria for a device, nor does it describe a study that proves the device meets specific acceptance criteria in the manner typically associated with AI/software devices.

    Instead, this document describes a traditional medical device (an orthopedic implant) and focuses on demonstrating substantial equivalence to previously cleared predicate devices. The "study" mentioned is purely for mechanical and tribological (wear) evaluation, not clinical or performance criteria as would be relevant for software or AI.

    Therefore, I cannot extract the requested information in the format provided because it's not present in the document.

    Here's why and what the document does provide:

    • Type of Device: The DYNASTY® Acetabular System with Ceramic is a physical orthopedic implant (acetabular shell, liner, and femoral head for total hip replacement). It is not a software device or an AI algorithm.
    • Regulatory Pathway: This is a 510(k) premarket notification, which seeks to demonstrate substantial equivalence to a legally marketed predicate device, rather than proving safety and effectiveness through extensive clinical trials as for a PMA.
    • "Acceptance Criteria" in this context: For a physical implant like this, "acceptance criteria" relate to engineering specifications, material properties, biocompatibility, mechanical strength, wear resistance, and manufacturing quality. These are typically assessed through bench testing and adherence to recognized standards.
    • "Study" in this context: The "study" mentioned is non-clinical mechanical and tribological testing.

    Specific answers based on the provided text, explaining why other points are not applicable:

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

      • Not Applicable. The document does not provide a table of acceptance criteria or performance metrics in the way one would for a software or AI device (e.g., sensitivity, specificity, AUC). It discusses mechanical and tribological evaluations and comparisons to predicate devices rather than specific performance targets against clinical gold standards.
    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective):

      • Not Applicable. This refers to mechanical testing, not a clinical study involving a test set of data. The "subject size 28mm ceramic head was used as a worst case" for burst, post-fatigue burst, rotational stability, and pull-off force testing, implying a limited number of physical samples (likely one or a few) were subjected to these mechanical tests. No patient data or clinical retrospective/prospective studies were conducted.
    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. This device is not a diagnostic or AI tool requiring expert ground truth for a test set.
    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set:

      • Not Applicable. This is not a clinical study requiring adjudication of expert opinions.
    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 medical device, not an AI system.
    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

      • Not Applicable. This is a physical medical device, not an AI algorithm.
    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc):

      • Not Applicable. For mechanical testing, the "ground truth" would be the physical properties derived from standardized test methods (e.g., force measured at failure, wear volume). The document states:
        • "The subject DYNASTY® Acetabular System with Ceramic was evaluated mechanically and tribologically."
        • "The mechanical testing on the subject and predicate devices was performed on wrought Cobalt Chrome modular neck spigots cleared under K091423 and K100866."
        • "The subject size 28mm ceramic head was used as a worst case in burst, post-fatigue burst, rotational stability, and pull off force testing."
        • "Wear testing compared the subject size 28mm femoral heads to the K130376 DYNASTY® Acetabular System."
        • "Range of motion evaluation compared the subject system to the predicate K052026 in three planes."
        • This implies physical engineering measurements as the "ground truth" for evaluating the device's mechanical characteristics.
    8. The sample size for the training set:

      • Not Applicable. This is not an AI/ML device requiring a training set.
    9. How the ground truth for the training set was established:

      • Not Applicable. This is not an AI/ML device requiring a training set.

    In summary, the provided document describes a "Traditional 510(k)" pathway for a physical orthopedic implant. The demonstration of safety and effectiveness relies on substantial equivalence to predicate devices and non-clinical bench testing, not clinical studies or performance criteria typically associated with software/AI medical devices.

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    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Wright Medical total hip systems are indicated for use in total hip arthroplasty for reduction or relief of pain and/or improved hip function in skeletally mature patients with the following conditions:

    1. non-inflammatory degenerative joint disease such as osteoarthritis, avascular necrosis, ankylosis, protrusio acetabuli, and painful hip dysplasia;
    2. inflammatory degenerative joint disease such as rheumatoid arthritis;
    3. correction of functional deformity; and,
    4. revision procedures where other treatments or devices have failed
    Device Description

    The DYNASTY® Acetabular System with Ceramic is manufactured from alumina matrix composite. The components are offered in sizes ranging from 32mm to 40mm.

    AI/ML Overview

    The provided text describes a 510(k) summary for the DYNASTY® Acetabular System with Ceramic, focusing on its substantial equivalence to predicate devices. It does not contain information about acceptance criteria or a study proving the device meets specific performance criteria related to an AI/ML algorithm.

    Therefore, I cannot provide the requested information in the format of a table describing acceptance criteria and device performance for an AI/ML device, nor can I answer questions regarding sample sizes, ground truth establishment, expert qualifications, or MRMC studies.

    The document states:

    • "Clinical data was not provided for the subject devices." This explicitly indicates that no clinical study was performed to assess the device's performance in humans.
    • "The subject DYNASTY® Acetabular System with Ceramic was evaluated mechanically, tribologically, and chemically." This suggests non-clinical (laboratory) testing was conducted, but the details of acceptance criteria for these tests and their results are not provided in a summary format. The document mentions that the testing "shows that it can be concluded that the subject ceramic material can be expected to perform well under normal physiological chemical and mechanical conditions," implying the tests were successful in demonstrating performance without specifying the criteria or results.
    • The entire submission hinges on "Substantial Equivalence Information" to predicate devices. This means the device is considered safe and effective because it is very similar to devices already cleared by the FDA, rather than proving its effectiveness through new clinical trials against specific performance criteria.

    In summary, the provided text does not contain the information needed to answer your questions regarding acceptance criteria and performance studies for an AI/ML device.

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    K Number
    K041850
    Date Cleared
    2004-12-21

    (166 days)

    Product Code
    Regulation Number
    888.3358
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K000788, K012091, K003016, K000760

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    1. Non-inflammatory degenerative joint disease including osteoarthritis and avascular necrosis
    2. Rheumatoid arthritis
    3. Correction of functional deformity
    4. Treatment of non-union, femoral neck fracture, and trochanteric fractures of the proximal femur with head involvement, unmanageable using other techniques
    5. Revision of previously failed total hip arthroplasty.
    Device Description

    The Medallion Modular Hip System is a complete system of femoral stem implants. The implants have a proximal female dovetail groove attachment site that is utilized for attaching various modular trunnions. The modular trunnions have a distal male semi-dovetail projection that engages the female dovetail groove on one side in such a way that a keyway is defined between the two components. The implants also include a key that is to be wedged in the keyway to lock the three components together and prevent relative sliding.

    AI/ML Overview

    The provided text is a 510(k) summary for the Medallion Modular Hip System. This document describes a medical device, and the information requested pertains to the acceptance criteria and detailed study information typically found for diagnostic devices or AI/ML-driven devices.

    Based on the provided text, the Medallion Modular Hip System is an orthopedic implant (a total hip femoral component). For such devices, "acceptance criteria" usually refer to mechanical performance standards (e.g., strength, fatigue life, wear resistance) rather than diagnostic accuracy metrics.

    Therefore, many of the requested categories are not applicable to this type of device and the information is not present in the provided 510(k) summary. I will answer what can be gleaned from the text.


    Acceptance Criteria and Reported Device Performance

    For an orthopedic implant like the Medallion Modular Hip System, acceptance criteria are typically related to mechanical strength and durability. The document states:

    Acceptance Criteria (Implied)Reported Device Performance
    Sufficient strength for intended use"Testing demonstrates that the design has sufficient strength for the intended use"
    Not present additional safety or efficacy issues compared to predicates"The differences between the Medallion Modular Hip System and the predicates are not significant and have shown not to present additional safety or efficacy issues."
    Substantial equivalence to predicate devices"The information presented demonstrates that the Medallion Modular Hip System is substantially equivalent to currently marketed predicate devices."

    Study Details (Based on provided text)

    1. Sample size used for the test set and the data provenance:

      • Sample Size: Not specified for any specific test set.
      • Data Provenance: Not specified. It is implied that typical non-clinical bench testing was performed, likely in a laboratory setting.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

      • Not applicable / Not specified. Ground truth in the context of diagnostic accuracy for expert consensus is not relevant for an orthopedic implant's mechanical testing.
    3. Adjudication method for the test set:

      • Not applicable / Not specified. Adjudication methods like 2+1 or 3+1 are used for reconciling expert opinions in diagnostic studies, which is not relevant here.
    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:

      • No. This is not an AI/ML-driven diagnostic device. No MRMC study was conducted.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

      • No. This is not an algorithm-driven device.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):

      • Not applicable. For mechanical testing, the "ground truth" would be the measured mechanical properties of the device components compared to engineering specifications and performance of predicate devices.
    7. The sample size for the training set:

      • Not applicable. This device does not involve a "training set" in the context of AI/ML or diagnostic models.
    8. How the ground truth for the training set was established:

      • Not applicable.

    Summary of what the document explicitly states regarding studies:

    • Non-Clinical Testing: "The information presented demonstrates that the Medallion Modular Hip System is substantially equivalent to currently marketed predicate devices. The differences between the Medallion Modular Hip System and the predicates are not significant and have shown not to present additional safety or efficacy issues." This implies mechanical bench testing was performed.
    • Clinical Testing: "No clinical testing was conducted for this design." This is a key statement, indicating that the device's substantial equivalence was based solely on non-clinical data and comparison to predicate devices.
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