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510(k) Data Aggregation

    K Number
    K222436
    Date Cleared
    2023-05-09

    (270 days)

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

    Latitud™ Hip Replacement System

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

    The Latitud™ Hip Replacement System is intended for use in total hip arthroplasty. Total hip arthroplasty is intended to provide patient mobility and reduce pain by replacing the damaged hip joint articulation in patients where is an evidence of sufficient sound bone to fix and support the components.

    Total hip replacement is indicated for the following conditions:

    • Non-inflammatory degenerative joint diseases including osteoarthritis and avascular necrosis.
    • Rheumatoid arthritis.
    • Congenital hip dysplasia.
    • Acute traumatic fracture of the femoral head or neck.
    • Certain cases of Ankylosis.
    • Dislocation of the hip.
    • Correction of functional deformity.
    • Revision of failed joint reconstruction or treatment.
    • Treatment of non-union, femoral neck and trochanteric fractures of the proximal femur.

    Note:

    • · The Titanium coated Modular Shell is intended for press-fit, uncemented use only.
    • · The Hydroxyapatite Coated Uncemented Femoral Stem is intended for press-fit, uncemented use only.
    • · The Proximally Coated Uncemented Femoral Stem is intended for press-fit, uncemented use only.
    • · The Cemented Femoral stem is intended for cemented use only.
    • · The Modular Acetabular Liner is intended for use with Modular Acetabular Shell.

    · The CoCr Modular Femoral Head is intended to articulate with Modular Liner to mate with uncemented stem or cemented stem.

    • The Biolox® delta Modular Femoral Head is intended to articulate with Modular Liner and to mate with uncemented stem or cemented stem.

    · The Bone Screw and Apical Hole Occluder are intended for use with Modular Acetabular shell.

    • · The Centralizer and Cement Restrictor are intended for use with cemented stem only.
    Device Description

    The Latitud™ Uncemented Femoral Stem is fabricated from Titanium alloy - ELI (Titanium-6 Aluminum-4 Vanadium Extra Low Interstitial). It has 12/14 taper at the top which mates with its 510(k) cleared Latitud™ Cobalt Chromium alloy and Biolox® delta Modular femoral head (Cleared under K172857). This stem is implanted without use of bone cement. Stem is coated with Hydroxyapatite (HA) by plasma spraying method. These stems are available in different sizes with neck angles of 135° standard, 135° lateral and 125° standard (Coxavera). Uncemented Femoral Stem is intended for press-fit uncemented use only.

    AI/ML Overview

    The provided document is a 510(k) summary for the Meril Healthcare Pvt. Ltd. Latitud™ Hip Replacement System. This document focuses on demonstrating substantial equivalence to a predicate device, rather than providing a detailed study proving the device meets specific acceptance criteria in a clinical context.

    The document primarily describes non-clinical performance data and biocompatibility testing to support the substantial equivalence claim. It does not include a multi-reader multi-case (MRMC) comparative effectiveness study, standalone algorithm performance, or details on ground truth establishment for a training set in the context of an AI/ML device. This is because the Latitud™ Hip Replacement System is a physical medical device (hip implant), not an AI/ML diagnostic or therapeutic system.

    Therefore, many of the requested categories are not applicable to the content of this 510(k) summary. I will answer the applicable questions based on the provided text.


    1. Table of acceptance criteria and the reported device performance

    Since this is a physical medical device and not an AI/ML system, the "acceptance criteria" are related to mechanical and chemical properties, as well as biocompatibility, conforming to established ASTM and ISO standards. The document summarizes that the device was subjected to these tests and the results support its substantial equivalence. Specific quantitative acceptance criteria or detailed performance values are not explicitly listed in a comparative table within the summary.

    Mechanical Tests:

    TestStandardReported Performance
    Bonding StrengthASTM F1147-05 (Reapproved 2017)e1Tested in accordance with the standard to support substantial equivalence.
    Shear static strengthASTM F1044-05 (Reapproved 2017)e1Tested in accordance with the standard to support substantial equivalence.
    Fatigue Shear testASTM F1160-14 (Reapproved 2017)e1Tested in accordance with the standard to support substantial equivalence.
    Fatigue bending testASTM F1160-14 (Reapproved 2017)e1Tested in accordance with the standard to support substantial equivalence.

    Morphology Tests:

    TestStandardReported Performance
    Thickness and PorosityASTM F1854-15Tested in accordance with the standard to support substantial equivalence.
    Roughness Ra/RtISO 4288- 1998Tested in accordance with the standard to support substantial equivalence.
    Scanning Electron Microscope (SEM)FDA Guidance*Tested in accordance with the FDA Guidance to support substantial equivalence.

    Chemical Tests:

    TestStandardReported Performance
    Trace elements and heavy metals by ICPISO 13779-2 (2018), ISO 13779-3 (2018)Tested in accordance with the standards to support substantial equivalence.
    Ca/P ratio and Phases and Crystallinity by XRDISO 13779-2 (2018), ISO 13779-3 (2018)Tested in accordance with the standards to support substantial equivalence.
    Fourier-transform infrared spectroscopy (FTIR)FDA Guidance*Tested in accordance with the FDA Guidance to support substantial equivalence.
    SolubilityISO 13779-6 (2015)Tested in accordance with the standard to support substantial equivalence.
    DissolutionASTM F1926/F1926M-14Tested in accordance with the standard to support substantial equivalence.

    Biocompatibility Tests: All tests were conducted according to ISO 10993 series standards (or USP General Chapter ). The conclusion states that the device is considered substantially equivalent, implying that these tests met the acceptance criteria.

    TestStandard
    Cytotoxicity TestISO 10993-5
    Skin Sensitization StudyISO 10993-10
    Acute irritation/Intracutaneous reactivity testISO 10993-23
    Acute systemic toxicity studyISO 10993-11
    Material mediated pyrogenicityISO 10993-11, USP General Chapter
    Sub-chronic systemic toxicity testISO 10993-11
    Bone Implantation StudyISO 10993-6
    Bacterial Reverse Mutation TestISO 10993-3
    In vitro Mammalian Chromosomal Aberration TestISO 10993-3

    *FDA guidance document- "510(k) Information needed for Hydroxyapatite coated orthopedic implants. February 1997"


    Applicable Questions:

    As this is a 510(k) for a physical medical device (hip implant) and not an AI/ML software, the following points are not applicable from the provided text:

    1. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts
    3. Adjudication method (e.g. 2+1, 3+1, none) for the test set
    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
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc)
    7. The sample size for the training set
    8. How the ground truth for the training set was established
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    K Number
    K183532
    Date Cleared
    2019-07-18

    (211 days)

    Product Code
    Regulation Number
    888.3353
    Why did this record match?
    Device Name :

    Latitud Hip Replacement System

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

    The Latitud™ Hip Replacement System is intended for use in total hip arthroplasty. Total hip arthroplasty is intended to provide patient mobility and reduce pain by replacing the damaged hip joint articulation in patients where is an evidence of sufficient sound bone to fix and support the components.

    Total hip replacement is indicated for the following conditions:

    • · Non-inflammatory degenerative joint diseases including osteoarthritis and avascular necrosis.
    • · Rheumatoid arthritis.
    • Congenital hip dysplasia.
    • · Acute traumatic fracture of the femoral head or neck.
    • · Certain cases of Ankylosis.
    • Dislocation of the hip.
    • · Correction of functional deformity.
    • · Revision of failed joint reconstruction or treatment.
    • · Treatment of non-union, femoral neck and trochanteric fractures of the proximal femur.
    Device Description

    Latitud™ Hip Replacement System cleared under K172857 consists of modular acetabular cup system, femoral heads, femoral stems and related accessories.

    Purpose of this 510(k) is to add following acetabular cup system and femoral stem under previously 510 (k) cleared Latitud Hip Replacement System (K172857).

    • Latitud TM Triad Acetabular Cup System .
    • Latitud™ Proximally coated Uncemented femoral stem .

    Latitud™ Triad - Acetabular Cup System is a modular cup system. It includes Modular shells, Modular liners and Bone screws.

    • . Modular Shell: Modular shells are intended for uncemented, press fit fixation with prepared acetabulum. They are designed for use with Modular liners. The Modular shells are fabricated from Ti-6Al-4V-ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). Modular shells are available in different sizes. The outer surface of the Modular shell is coated with commercially pure Titanium.
    • Modular Liner: Modular liners are designed to be used with Modular shell. Modular liners . are intended to be articulated with a range of dedicated Cobalt chromium alloy or Biolox® delta Modular femoral heads previously cleared under K172857. Modular liners are fabricated from Highly Cross-Linked Polyethylene (HXLPE). It is available in different sizes.
    • Bone Screw: Bone screw is used if additional fixation of Modular shell is required. Bone . screw is self tapping and is fabricated from Titanium alloy - ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). Bone screw is available in 6.5 mm diameter with different lengths.

    The proximally coated uncemented femoral stem is fabricated from Titanium alloy - ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial) and it is intended to be used with Femoral head (CoCr and Biolox Delta ceramic) previously cleared under K172857. The proximal portion of the stem is coated with commercially pure Titanium with plasma spray method. The proximal coated femoral stem is available in two designs (Standard i.e. full profile design and distally reduced design). Each design is available in different sizes with three neck angles (132° Standard, 132° Lateral, and 128° Standard).

    AI/ML Overview

    The provided text is a 510(k) Summary for the Latitud™ Hip Replacement System. This document details the device's design, indications for use, and a comparison to predicate devices to demonstrate substantial equivalence. However, it does not describe an AI medical device or a study proving its performance against acceptance criteria. It focuses solely on the mechanical and material performance of a hip replacement system.

    Therefore, I cannot provide a detailed response to your request, as the information regarding acceptance criteria, device performance, sample sizes, expert involvement, multi-reader multi-case studies, or ground truth establishment for an AI device is not present in the provided text.

    Based on the information available, here's what can be extracted, although it doesn't align with your request for an AI medical device:

    Device: Latitud™ Hip Replacement System
    Device Type: Hip Joint Metal/Ceramic/Polymer Semi-Constrained Cemented Or Nonporous Uncemented Prosthesis (Class II)
    510(k) Number: K183532
    Applicant: Meril Healthcare Private Limited

    Non-clinical Performance Data (similar to "studies" for this type of device):

    The document lists various non-clinical tests conducted to evaluate device function/mechanical performance and demonstrate substantial equivalence to predicate devices, including:

    • Locking Strength: per ASTM F1820-13
    • Wear test: (ASTM F1877-05, ISO 14242-3-2009)
    • Impingement Test: (ASTM F2582-14)
    • Evaluation of torsion properties, pull out properties, driving torque, and self tapping performance of Bone Screw: per ASTM F543-13e
    • Proximal fatigue test: (ISO 7206-6:2013)
    • Distal fatigue test: (ISO 7206-4:2010)
    • Range of motion test: (ISO 21535-2007/Amd 1:2016)
    • Axial pull-off test: (ISO 7206-10:2003)
    • Fretting corrosion: (ASTM F1875-98; Reapproved 2014)
    • Evaluation of Ceramic femoral head (includes Burst test, Post fatigue burst test, Pull-off test and Torque test): (ISO 7206-10:2003, ASTM F1820-13)
    • Ti coating adhesion (shear) test: (ASTM F1044-05; Reapproved 2017)
    • Material Characterization of HXLPE: (ASTM F2565-13, ASTM F2759-11, ASTM F648-14, ASTM F2003-15, ISO 5834-3 and ISO 5834-2)
    • Endotoxin testing

    Conclusion from the document: Based on performance testing results and similarities in intended use, device design/technological characteristics, materials, and sterilization method, the Latitud™ Hip Replacement System is considered substantially equivalent to the previously cleared predicate devices.

    Missing Information (Relevant to your request for an AI device but not present in this document):

    The document does not contain any of the following information pertinent to an AI medical device study:

    • A table of acceptance criteria and reported device performance for an AI
    • Sample sizes used for a test set (beyond the components tested in mechanical studies)
    • Data provenance (country of origin, retrospective/prospective)
    • Number of experts used to establish ground truth
    • Qualifications of experts
    • Adjudication method
    • Multi-reader multi-case (MRMC) comparative effectiveness study results
    • Standalone (algorithm only) performance
    • Type of ground truth used (expert consensus, pathology, outcome data)
    • Sample size for a training set
    • How ground truth for a training set was established

    Therefore, I cannot fulfill your request as it pertains to an AI medical device study based on the provided text.

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    K Number
    K172857
    Date Cleared
    2018-07-19

    (302 days)

    Product Code
    Regulation Number
    888.3358
    Why did this record match?
    Device Name :

    Latitud Hip Replacement System

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

    The Latitud™ Hip Replacement System is intended for use in total hip arthroplasty. Total hip arthroplasty is intended to provide patient mobility and reduce pain by replacing the damaged hip joint articulation in patients where is an evidence of sufficient sound bone to fix and support the components.

    Total hip replacement is indicated for the following conditions:

    • · Non-inflammatory degenerative joint diseases including osteoarthritis, post-traumatic arthritis and avascular necrosis.
    • · Rheumatoid arthritis.
    • Congenital hip dysplasia.
    • · Acute traumatic fracture of the femoral head or neck.
    • · Certain cases of Ankylosis.
    • Dislocation of the hip.
    • · Correction of functional deformity.
    • · Revision of failed joint reconstruction or treatment.
    • · Treatment of non-union, femoral neck and trochanteric fractures of the proximal femur.

    Note:

    • · The Titanium coated Modular Shell is intended for press-fit, uncemented use only.
    • · The Hydroxyapatite coated Uncemented Femoral Stem is intended for press-fit, uncemented use only.
    • · The Cemented Femoral stem is intended for cemented use only.
    • The Modular Acetabular Liner is intended for use with Modular Acetabular Shell.
    • · The CoCr Modular Femoral Head is intended to articulate with Modular Liner to mate with uncemented stem or cemented stem.
    • The Biolox® delta Modular Femoral Head is intended to articulate with Modular Liner and to mate with uncemented stem or cemented stem.
    • · The Bone Screw and Apical Hole Occluder are intended for use with Modular Acetabular shell.
    • · The Centralizer and Cement Restrictor are intended for use with cemented stem only.
    Device Description

    The Latitud™ Hip Replacement System consists of following components:
    Acetabular Cup System

    • Modular Shell / Cup

    • Modular Liner

    • Cobalt Chromium Modular Femoral Head

    • Biolox® delta Modular Femeral Head
      Femoral Stem

    • Uncemented Femoral Stem

    • Cemented Femoral Stem
      Accessories (Sub components)

    • Bone Screw

    • Apical Hole Occluder

    • Centralizer

    • Cement Restrictor

    Acetabular cup system is a modular acetabular replacement system consisting of a range of Modular Shells, Modular Liners, Cobalt chromium alloy and Biolox® delta Modular Femoral Heads. The Modular Shells are designed for use with dedicated sizes of Modular Liners articulating with a range of dedicated Cobalt chromium alloy and Biolox® delta Modular Femoral Heads.

    Modular Shell: Modular Shell is intended for uncemented, press fit fixation with prepared acetabulum. They are designed for use with Modular liners. The Modular shell is fabricated from Ti-6Al-4V-ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). Modular shell is available in different sizes. The outer surface of the Modular shell is coated with commercially pure Titanium. Two/Three screw holes are provided in Modular shell for additional immediate fixation with bone by means of Bone screws. A threaded apical hole is provided to attach instruments for surgical insertion. After fixation of Modular shell, apical hole will occlude by Occluder.

    Modular Liner: Modular liner is designed to be used with Modular shell and articulate with a range of dedicated Cobalt chromium alloy or Biolox® delta Modular femoral heads. Modular liner is fabricated from Highly Cross-Linked Polyethylene (HXLPE). It is available in different sizes.

    Cobalt chromium Modular Femoral Head: Modular femoral head fabricated from cobalt chromium alloy is designed to mate with 12/14 taper of femoral stem through taper-locking arrangement and to articulate with Modular liner. It is available in different sizes with different offsets.

    Biolox® Delta Modular Femoral Head: Modular femoral head fabricated from ceramic material (Biolox® delta, by CeramTec. Germany) is designed to mate with 12/14 taper of femoral stem through taper-locking arrangement and to articulate with Modular liner. It is available in different sizes with different offsets.

    Uncemented Femoral Stem: The Uncemented femoral stem is fabricated from Titanium alloy - ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). It has 12/14 taper at the top which mates with Cobalt chromium alloy and Biolox® delta Modular femoral head. This stem is implanted without use of bone cement. Stem is coated with Hydroxyapatite (HA) by plasma spraying method. These stems are available in different sizes with three different neck angles. Uncemented femoral stem is intended for press-fit uncemented use only.

    Cemented Femoral Stem: Cemented femoral stem is fabricated from High Nitrogen Stainless Steel (HNSS). It has 12/14 taper trunnion at the top which mates with Cobalt chromium alloy and Biolox® delta Modular femoral head. This stem is implanted with use of bone cement. These stems are available in different sizes with two different offsets. Cemented stem is intended for cemented use only.

    Accessories (Subcomponents):
    Bone Screw: Bone screw is used if additional fixation of Modular shell is required. Bone screw is self tapping and is fabricated from Titanium alloy - ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). Bone screw is available in 6.5 mm diameter with different lengths.

    Apical Hole Occluder: Apical hole occluder is provided to occlude the apical hole after fixation of the Modular shell in acetabulum. Apical hole occluder is fabricated from Titanium alloy - ELI (Titanium-6Aluminum-4Vanadium Extra Low Interstitial). Apical hole occluder is available in one size.

    Centralizer: Centralizer is used for correct positioning of Cemented stem in medullary canal of femur. Centralizer is fabricated from Ultra High Molecular Weight Polyethylene (UHMWPE). Centralizer is designed to be used with Cemented stem only. Centralizer is offered in two sizes.

    Cement Restrictor: Cement restrictor is used to occlude and seal intramedullary canal in order to generate sufficient pressure to enhance cement penetration and to prevent distal cement leakage. Cement restrictor is designed to be used with Cemented stem only. Cement restrictor is fabricated from Ultra High Molecular Weight Polyethylene (UHMWPE). Cement restrictor is provided in two sizes.

    AI/ML Overview

    The provided text is a 510(k) Summary for the Latitud™ Hip Replacement System. This document focuses on demonstrating substantial equivalence to predicate devices based on design, materials, and mechanical performance testing, rather than presenting a clinical study with acceptance criteria and device performance as one might find for a novel diagnostic or therapeutic device.

    Therefore, the requested information elements related to clinical study design (sample size, data provenance, expert ground truth, adjudication, MRMC studies, standalone performance, training set details) are not applicable to this type of submission.

    However, I can extract information related to the non-clinical performance data and the conclusion on substantial equivalence.

    Here's the relevant information that can be extracted:

    Acceptance Criteria and Reported Device Performance

    The acceptance criteria are generally established by the referenced ASTM and ISO standards for mechanical testing of orthopedic implants. The document states that the system "was subjected to following nonclinical performance testing to evaluate device function/mechanical performance." The implication is that the device met the requirements of these standards. Specific numerical acceptance criteria and precise performance values are not detailed in this summary; rather, the successful completion of these tests serves as the proof of meeting criteria for substantial equivalence.

    Acceptance Criteria Category (as per referenced standard)Reported Device Performance (Implied by successful testing)
    Material/Component Properties:
    Ti coating adhesion (shear) (ASTM F1044-05)Met requirements of ASTM F1044-05
    HA coating adhesion (shear) (ASTM F1044-05)Met requirements of ASTM F1044-05
    Bone Screw Torsion properties (ASTM F543-13e)Met requirements of ASTM F543-13e
    Bone Screw Pull out properties (ASTM F543-13e)Met requirements of ASTM F543-13e
    Bone Screw Driving torque test (ASTM F543-13e)Met requirements of ASTM F543-13e
    Bone Screw Self tapping performance (ASTM F543-13e)Met requirements of ASTM F543-13e
    Acetabular Cup System Performance:
    Axial Disassembly (Push out) (ASTM F1820-2013)Met requirements of ASTM F1820-2013
    Offset pull out (Lever Out) (ASTM F1820-2013)Met requirements of ASTM F1820-2013
    Torque Out Disassembly (ASTM F1820-2013)Met requirements of ASTM F1820-2013
    Wear test (ISO 14242-3-2009 & ISO 14242-2-2014)Met requirements of ISO 14242-3-2009 & ISO 14242-2-2014
    Impingement test (ASTM F2582-14)Met requirements of ASTM F2582-14
    Burst test, Fatigue test, Post fatigue burst test, Pull-off test for Biolox® delta Modular femoral head and Uncemented Femoral Stem (ISO 7206-10)Met requirements of ISO 7206-10
    Torque test for Biolox® delta Modular Femoral head (ASTM F1820) / Torsional resistance test (ISO 7206-13)Met requirements of ASTM F1820 / ISO 7206-13
    Burst test for Biolox® delta Modular femoral head and Cemented Femoral StemMet requirements (standard not explicitly stated for this specific test)
    Femoral Stem Performance:
    Fretting Corrosion (ASTM F1875-98) (Uncem. & Cem. Stems)Met requirements of ASTM F1875-98
    Axial pull-off test (ISO 7206-10-2003) (Uncem. & Cem. Stems)Met requirements of ISO 7206-10-2003
    Proximal fatigue test (ISO 7206-6-2013) (Uncem. & Cem. Stems)Met requirements of ISO 7206-6-2013
    Distal fatigue test (ISO 7206-4-2010) (Uncem. & Cem. Stems)Met requirements of ISO 7206-4-2010
    System Level Performance:
    Range of motion test (ISO 21535-2007)Met requirements of ISO 21535-2007
    Endotoxin testing (USP sterility & Endotoxin)Demonstrated manufacturing process does not introduce Endotoxin, confirmed by 14-day USP sterility testing and USP Endotoxin testing prior to release.

    1. A table of acceptance criteria and the reported device performance
    See table above. The "reported device performance" is implied by the statement "subjected to following nonclinical performance testing to evaluate device function/mechanical performance" and the overall conclusion of substantial equivalence. For 510(k) submissions based on mechanical testing, specific numerical results are often contained in the full submission, but the summary confirms successful completion against established standards.


    2. Sample sized used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    • Sample Size for Test Set: Not specified in the summary document. Mechanical testing for these types of devices typically involves a specified number of samples per test condition as dictated by the respective ASTM/ISO standards.
    • Data Provenance: Not explicitly stated as "country of origin of the data." The applicant is Meril Healthcare Private Limited, based in Gujarat, INDIA. The testing was non-clinical (laboratory/mechanical testing), not human data.
    • Retrospective or Prospective: Not applicable, as this is non-clinical performance data (material and mechanical testing).

    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 is a 510(k) for an orthopedic implant, where "ground truth" is established by adherence to recognized mechanical and materials testing standards, not by expert medical interpretation of clinical data.


    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set
    Not applicable. This describes non-clinical testing, 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 510(k) for an orthopedic implant, not an AI or imaging diagnostic device.


    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
    Not applicable. This is a 510(k) for an orthopedic implant.


    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)
    The "ground truth" for this submission are the established specifications and performance requirements outlined in the referenced ASTM and ISO consensus standards for orthopedic implants. Successful demonstration of meeting these standards through mechanical and material testing serves as the basis for substantial equivalence.


    8. The sample size for the training set
    Not applicable. This is a 510(k) for an orthopedic implant based on non-clinical performance and substantial equivalence to predicate devices, not a machine learning or AI device that requires a training set.


    9. How the ground truth for the training set was established
    Not applicable. See point 8.

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