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The DePuy Attune Total Knee System is intended for use as a total knee replacement system. Candidates for total knee replacement include patients with a severely painful and/or severely disabled joint resulting from osteoarthritis, posttraumatic arthritis, rheumatoid arthritis, or a failed previous implant.

A Total Knee Prosthesis is composed of individually packaged femoral, tibial and patellar components designed to replace the natural articular surface of the knee joint.

Femoral Components
The ATTUNE CR and PS Femoral Components are a metal femoral knee component intended for cemented use. The Femoral Component may be used with the native patella or a resurfaced patella. The congruency is variable and optimized throughout the range of motion.

Fixed Bearing (FB) Tibial Base
The ATTUNE FB Tibial Base is designed to utilize a central universal locking mechanism intended for cemented use. The tibial base incorporates a stem and keel to provide additional stability and recessed cement pockets for enhanced cement fixation. The tibial base fixation surface is textured.

Fixed Bearing (FB) Tibial Insert
The ATTUNE CR and PS FB Tibial Insert is a polyethylene component. The FB Tibial Inserts are secured to the metal FB Tibial Base.

Patella Components
The ATTUNE Medialized Dome Patella and Medialized Anatomic Patella is a polyethylene component. The patellar components are cemented to the native patella and articulate with the trochlear groove and condyles of the Femoral Component.

The subject Attune medialized dome and medialized anatomic patellae are available in sizes 29, 32, 35, 38, and 41mm. The fixation surface incorporates 3 pegs to provide stability and recessed cement pockets for enhanced cement fixation. The patella components are manufactured from AOX ultra high molecular weight polyethylene conforming to ASTM F648. The articular surface is offset medially proportional to the size of the component.

The provided text does not describe a study involving a device that requires ground truth establishment by experts, adjudication methods, or MRMC studies. The document is an FDA 510(k) clearance letter for a medical device (DePuy ATTUNE™ Total Knee System), which involves demonstrating substantial equivalence to a predicate device, primarily through non-clinical performance testing.

Therefore, the requested information regarding acceptance criteria for a study proving the device meets the criteria, including details like sample sizes for test sets, data provenance, number of experts for ground truth, adjudication methods, MRMC studies, standalone algorithm performance, type of ground truth, training set sample size, and ground truth establishment for the training set, is not available in the provided document.

The document focuses on:

• Device Description: A total knee replacement system composed of individually packaged femoral, tibial, and patellar components.
• Reason for 510(k) Submission: Modification of the sterilization dosing method for a subset of the knee implants (Attune Medialized Anatomic and Medialized Dome Patellar components) from a single high dose to two doses (crosslinking and terminal sterilization).
• Substantial Equivalence: Claimed because the change in sterilization method does not impact intended use, performance, safety, effectiveness, biocompatibility, standards compliance, or labeling.
• Performance Data (Non-Clinical): A list of numerous ASTM, ISO, and ANSI AAMI standards that were followed for testing, indicating that evaluations were performed to determine the impact of the split sterilization dose. These tests likely cover aspects like wear, particle characterization, endurance, material properties (density, crystallinity, oxidation, trans-vinylene yield), and tensile properties.
• Clinical Data: Explicitly states, "No clinical tests were conducted to demonstrate substantial equivalence."

In summary, this document is for a medical device seeking 510(k) clearance through non-clinical performance testing, not an AI/software-based device that would typically involve the detailed study design (e.g., ground truth, MRMC) you are asking about.

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ATTUNE™ Revision Knee System: Candidates for total knee replacement include patients with A severely painful and/or severely disabled joint resulting from osteoarthritis, post-traumatic arthritis, or rheumatod arthritis Moderate valgus, varus, or flexion deformities Avascular necrosis of the femoral condyle A previous unsuccessful knee replacement, osteotomy, or other knee procedure ATTUNE Revision Knee System implants are designed for use in total knee arthroplasty for patients with: Absence or loss of both cruciate ligaments Moderate varus-valgus or flexion instability that requires a bearing surface with increased constraint in the clinical judgment of the surgeon Bone loss that requires supplemental fixation in the clinical judgment of the surgeon The porous-coated metaphyseal sleeves are intended for either cementless applications. ANY NON POROUS-COATED COMPONENTS ARE INTENDED FOR CEMENTED USE ONLY.

DePuy Knee Prosthesis System Universal Stem Extensions and Universal Femoral Metaphyseal Sleeves: The DePuy Universal Femoral Metaphyseal Sleeve and Universal Stem components are intended for use with the PFC, PFC Sigma, Sigma TC3 Revision Knee, or S-ROM knee prosthesis in total knee replacement surgery for patients suffering from severe pain and disability due to permanent structural damage resulting from rheumatoid arthritis, osteoarthritis, post-traumatic arthritis, collagen disorders, pseudogout, trauma or failed prior surgical intervention. These devices are for cemented use only. The DePuy Universal Femoral Metaphyseal Sleeve and Universal Stem components are also intended for use with the DePuy LPS prosthesis for replacement of the mid-shaft portion of the femur, proximal, distal femur, and proximal tibia, especially in cases that require extensive resection and replacement. Specific diagnostic indications for use include: Malignant tumors (e.g., osteosarcomas, gian cell tumors, bone tumors) requiring extensive resection and replacement; patient conditions of noninflammatory degenerative join disease (NIDD), e.g. avascular necrosis, osteoarthritis, and inflammatory joint disease (IJD), e.g. rheumatoid arthritis, requiring extensive resection and replacement; revision for failed previous prosthesis cases requiring extensive resection and replacement. The LPS prosthesis is also intended for use in bone loss post-infection, where the surgeon has elected to excise the bone and replacement is required. The Universal Stem and the Universal Metaphyseal Sleeve components are intended for cemented use only.

DePuy Sigma PS Femoral Components and DePuy Sigma Cruciate Retaining (C/R) Porocoat Femoral Components: Candidates for total knee replacement include patients with a severely disabled joint resulting from osteoarthritis, post-traumatic arthritis, rheumatoid arthritis, or a failed previous implant. Total knee replacement may be considered for younger patients if, in the surgeon, an unequivocal indication for total knee replacement outweighs the risks associated with the age of the patient, and if limited demands regarding activity and knee joint loading can be assured. This includes severely crippled patients with multiple joint involvement for whom a gain in knee mobility may lead to significant improvement in the quality of their lives. THE SIGMA C/R POROCOAT® FEMORAL COMPONENTS ARE INTENDED FOR CEMENTED OR CEMENTLESS USE AS THE FEMORAL COMPONENT OF A TOTAL KNEE REPLACEMENT SYSTEM. THE SIGMA PS FEMORAL COMPONENTS ARE INTENDED FOR CEMENTED USE AS THE FEMORAL COMPONENTS OF A TOTAL KNEE REPLACEMENT SYSTEM.

S-ROM™ NOILESTM Rotating Hinge Knee: The S-ROM NOILES Rotating Hinge Knee is indicated in cases for cement use in patients who have reached skeletal maturity and for whom the surgeon has decided to resect both cruciate ligaments due to the following conditions: 1. Severe instability, gross deformity and/or bone loss. 2. Failure of a previous knee reconstruction procedure. 3. Trauma or tumor resection. 4. Absent or markedly insufficient collateral ligaments.

DePuy P.F.C. TM SIGMA™ Total Knee Prosthesis and DePuy SIGMA™ Total Knee Prosthesis: The DePuy SIGMA™ and P.F.C. ™SIGMA™ Total Knee Prosthesis are intended for use in total knee replacement surgery for patients suffering from severe pain and disability due to permanent structural damage resulting from rheumatoid arthritis, osteoarthritis, post-traumatic arthritis, collagen disorders, pseudogout, trauma or failed prior surgical intervention. The DePuy SIGMA™ and P.F.C. ™SIGMA™ Total Knee Prosthesis are intended for cement use only.

ATTUNE™ Revision Knee System: A Total Knee Prosthesis is composed of individually packaged femoral, tibial and patellar components designed to replace the natural articular surface of the knee joint. The femoral component is a metal implant without a porous coating. The tibial component consists of a metal tibial base without porous coating, and a locking polyethylene insert. Some metal components have modular stems, porous and non porous-coated sleeves and/or modular augments. The patella component is an all polyethylene design Total knee arthroplasty may include supplemental fixation through stems, sleeves, and/or modular augments where bone loss requires said fixation in the opinion of the surgeon. Total knee arthroplasty may also include more constrained bearing surfaces where necessary to provide stability where musculoligamentous supporting structures are insufficient.

DePuy Knee Prosthesis System Universal Stem Extensions and Universal Femoral Metaphyseal Sleeves: A Total Knee Prosthesis System is composed of individually packaged femoral, tibial and patellar components designed to replace the natural articular surface of the knee joint. The femoral component is a metal implant, with or without a porous coating. The tibial component may be an all polyethylene component or comprised of a metal tibial tray with or without porous coating, and a polyethylene insert and locking components. Some metal components have modular stems, sleeves and/or modular wedges. The patella component may be of an all polyethylene design or may be a metal backed polyethylene component. The wobble bit is an instrument used to aid implant assembly.

DePuy Sigma PS Femoral Components and DePuy Sigma Cruciate Retaining (C/R) Porocoat Femoral Components: A SIGMA™ Total Knee System is composed of individually packaged femoral, tibial and patellar components designed to replace the natural articular surface of the knee joint. The femoral component is a metal implant, with or without a porous coating. The tibial component may be an all polyethylene component or comprised of a metal tibial tray with or without porous coating, and a polyethylene insert and locking components. Some metal components have modular stems, sleeves and/or modular wedges or augments. The patella component is an all polyethylene design.

S-ROM™ NOILESTM Rotating Hinge Knee System: The S-ROM NOILES Rotating Hinge Knee System is a tricompartmental total knee replacement for both primary and revision cases. The S-ROM NOILES Rotating Hinge Knee System includes the femoral component with hinge pin, the tibial plateau assembly, and the distal femoral augmentation blocks. Replacement bumpers for the femoral component assembly and replacement hinge bearings for the tibial plateau assembly are also available.

DePuy P.F.C. TM SIGMA™ Total Knee Prosthesis and DePuy SIGMA™ Total Knee Prosthesis: The DePuy SIGMA™ and P.F.C.™ SIGMA® Total Knee Prosthesis is a total knee prosthesis composed of individually packaged femoral, tibial base, tibial insert and patellar components designed to replace the natural articular surface of the knee joint or after a failed previous implant. Some femoral and tibial components can be used with modular stems, porous and non-porous coated sleeves and/or modular augments when supplemental fixation is required in the judgement of the surgeon. The natural patella may or may not be resurfaced.

The provided text describes several knee prosthesis systems from DePuy, specifically outlining their intended use, indications for use, and a summary of non-clinical tests conducted to demonstrate substantial equivalence to previously marketed predicate devices.

1. Table of Acceptance Criteria and Reported Device Performance:

The devices in this application (ATTUNE™ Revision Knee System, DePuy Knee Prosthesis System Universal Stem Extensions and Universal Femoral Metaphyseal Sleeves, DePuy Sigma PS Femoral Components, DePuy Sigma Cruciate Retaining (C/R) Porocoat Femoral Components, S-ROM™ NOILES™ Rotating Hinge Knee System, DePuy P.F.C.™ SIGMA™ Total Knee Prosthesis, DePuy SIGMA™ Total Knee Prosthesis) are being submitted with a modification to labeling to include updated MRI compatibility information and modernized/standardized language in the Instructions for Use (IFU) and labels. There are no changes in design, manufacturing, principle of operation, indication, or intended use of the devices themselves. Therefore, the "acceptance criteria" and "reported device performance" in this context relate to Magnetic Resonance (MR) Safety standards.

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

The document explicitly states: "No clinical tests were conducted to demonstrate substantial equivalence." The "tests" mentioned are non-clinical (bench testing) and refer to compliance with ASTM standards for MR safety and ANSI/AAMI for bacterial endotoxin. The document does not provide specific sample sizes for these non-clinical tests or their data provenance (e.g., country of origin, retrospective/prospective). It merely states that the tests were performed according to the specified standards.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

This is not applicable as "No clinical tests were conducted." The ground truth for this submission is established through compliance with recognized industry standards for MR safety and bacterial endotoxin testing, not through expert-reviewed clinical data.

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

This is not applicable as "No clinical tests were conducted." The assessment is based on the results of non-clinical, standard laboratory tests.

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:

This is not applicable. The submission is for knee joint prostheses and concerns MR safety labeling, not an AI-assisted diagnostic or treatment system.

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

This is not applicable. The submission does not involve an algorithm or AI.

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

The "ground truth" for this submission is the compliance with established international and national standards for medical device safety, specifically:

• ASTM standards for Magnetic Resonance (MR) Environment safety (F2503-23, F2182-19E2, F2052-21, F2213-17, F2119-07).
• ANSI/AAMI ST 72:2019 for bacterial endotoxin testing.

8. The sample size for the training set:

This is not applicable as "No clinical tests were conducted." There is no "training set" in the context of this submission, which relies on non-clinical engineering and biological safety testing against established standards.

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

This is not applicable, as explained in point 8.

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