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The hip prosthesis AMIS-K Long is designed for cemented use in total or partial hip arthroplasty in primary or revision surgery.

Total hip replacement is indicated in the following cases:
· Severely painful and/or disabled joint as a result of arthritis, rheumatoid polyarthritis or congenital hip dysplasia

• Avascular necrosis of the femoral head
• · Acute traumatic fracture of the femoral head or neck
  · Failure of previous hip surgery: joint reconstruction, arthrodesis, partial hip arthroplasty, hip resurfacing replacement, or total hip arthroplasty.

Partial hip arthroplasty is indicated in the following cases:
· Acute traumatic fracture of the femoral head or neck

• · Non-union of femoral neck fracture
• · Avascular necrosis of the femoral head.
• · Primary pathology involving the femoral head but with a non-deformed acetabulum.

The AMIS-K Long cemented stem is designed for cemented use in total or partial hip arthroplasty in primary or revision surgery.

The AMIS-K Long is a straight, double-tapered cemented stem whose primary stability is ensured by bone cement.

The AMIS-K Long implants in this submission are comprised of the following size: from #2 to #5 with 2 different stem body size for #2, #3 and #4, 1 different stem body size for #5. Stem length: 200 - 250 - 300 mm (for each size).

The AMIS-K Long implants are part of the Medacta Total Hip Prosthesis system.

The Medacta Total Hip Prosthesis system consists of femoral stemoral heads, and acetabular components.

The AMIS-K Long are cemented stems manufactured from high nitrogen stainless steel (ISO 5832-9) with a mirror polished surface.

The acetabular components consist of metal cups and liners made of ultra-high molecular weight polyethylene (UHMWPE), or Highcross highly crosslinked ultra-high polyethylene (HXUHMWE). Acetabular components include the Mpact DM (K143453), VersafitCup (K083116 and K092265), VersafitCup CC Trio (K103352, K120531 and K122911), Mpact (K103721 and K132879), Mpact 3D Metal (K171966), and Medacta Bipolar Head (K091967).

The AMIS-K Long implants can be combined with the CoCr Ball Heads (K072857 and K080885). Endo Head (K111145), or MectaCer BIOLOX® Forte (K073337) or MectaCer BIOLOX® Delta Femoral Heads (K112115).

The provided text is a 510(k) summary for a medical device (Amis K Long hip prosthesis), which primarily focuses on demonstrating substantial equivalence to a predicate device rather than presenting a detailed study proving the device meets specific acceptance criteria in the context of AI/ML or diagnostic performance.

Therefore, the document does not contain the information requested regarding acceptance criteria and a study proving a device meets these criteria in the context of AI/ML performance. Specifically:

• No acceptance criteria for AI/ML performance are listed. The acceptance criteria mentioned refer to non-clinical performance tests for the physical hip prosthesis (e.g., pull-off strength, fatigue testing).
• No study proving AI/ML device performance is described. The document explicitly states "No clinical studies were conducted." and describes non-clinical mechanical tests.
• The requested elements (sample size, data provenance, expert qualifications, etc.) are not applicable in this context as the document is about a physical implant, not an AI/ML diagnostic or assistive device.

The study described in the document primarily focuses on non-clinical mechanical tests to validate the physical properties of the hip prosthesis, such as pull-off strength, range of motion, and fatigue. These tests adhere to established international standards (ASTM, EN ISO, ISO).

In summary, the provided text does not contain the information necessary to answer the questions about acceptance criteria and a study proving device performance as they relate to AI/ML or diagnostic accuracy.

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The hip prosthesis SMS is designed for cementless use in total or partial hip arthroplasty, for primary or revision surgery. Hip replacement is indicated in the following cases:

· Severely painful and/or disabled joint as a result of arthritis, rheumatoid polyarthritis or congenital hip dysplasia

· Avascular necrosis of the femoral head

· Acute traumatic fracture of the femoral head or neck

· Failure of previous hip surgery: joint reconstruction, internal fixation, arthrodesis, partial hip arthroplasty, hip resurfacing replacement or total hip arthroplasty.

The SMS femoral stem is a cementless bone preserving short stem designed for proximal fixation in total or partial hip arthroplasty for primary or revision surgery.

The SMS implants are comprised of the following products:

• SMS Cementless Solid Standard Stem (available in 11 sizes from size 3 to 13); and ●
• . SMS Cementless Solid Lateralized Stem (available in 11 sizes - from size 3 to 13).

Both are available on the US market via the clearance - K181693.

Concerning the new sizes of the solid version: 1V2, 2V2, size 14, and size 15; both STD and LAT versions have been introduced as a product range extension to the stems currently marketed as the SMS product line (K181693).

The SMS implants are line extensions to Medacta's Total Hip Prosthesis - AMIStem-H, Quadra-S and Quadra-H Femoral Stems (K093944), AMIStem and Quadra - Line Extension (K121011), AMIStem-P, AMIStem-P Collared and AMIStem-H Proximal Coating Femoral Stems (K173794), Quadra-H and Quadra-R Femoral Stems (K082792), AMIStem-H Proximal Coating (K161635), MiniMAX (K170845), and SMS (K181693).

The SMS implants are part of the Medacta Total Hip Prosthesis system. The Medacta Total Hip Prosthesis system consists of femoral stems, modular femoral heads and acetabular components. The acetabular components consist of metal cups and liners made of ultra-high molecular weight polyethylene (UHMWPE) or Highcross highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE). Acetabular components include the Mpact DM (K143453), VersafitCup (K083116 and K092265), VersafitCup CC Trio (K103352), Mpact (K103721 and K132879), Mpact 3D Metal (K171966) and Medacta Bipolar Head (K091967).

The SMS stems can be combined with the CoCr ball heads (K072857, K080885 and K103721), Endo Head (K111145) or with the MectaCer BIOLOX® Forte (K073337), MectaCer BIOLOX® Delta Femoral Heads (K112115) or MectaCer BIOLOX® Option Heads (K131518).

This is a 510(k) premarket notification for the "SMS Cementless Stem" (K201673), a hip prosthesis. The document details the device, its intended use, and a comparison to predicate devices, along with performance data.

Here's an analysis of the provided text in relation to your request:

1. Table of Acceptance Criteria and Reported Device Performance

The document outlines various non-clinical performance tests conducted for the SMS Cementless Stem. However, it does not provide specific acceptance criteria values or the quantitative results of these tests in a table format. It only states that the testing was conducted "according to written protocols with acceptance criteria that were based on standards."

Here's what can be inferred for a table, but actual criteria values and results are missing in the document:

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

The document explicitly states: "No clinical studies were conducted." Therefore, there is no test set in the context of human clinical data or patient outcomes. The "performance data" refers to non-clinical mechanical and material tests. The sample sizes for these mechanical tests are not provided in this summary. Data provenance is not applicable here as no human data was used.

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

Not applicable as no clinical studies were conducted and no ground truth in the clinical sense was established. The "ground truth" for the non-clinical tests would be the specifications and requirements of the referenced ISO and ASTM standards.

4. Adjudication Method for the Test Set

Not applicable as no clinical studies were conducted which would require adjudication of expert opinions or outcomes.

5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done, and its effect size

No MRMC study was mentioned or performed, as "No clinical studies were conducted." This device is a mechanical implant, not an AI or diagnostic tool that would typically undergo MRMC studies.

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

Not applicable. This device is a hip implant, not an algorithm or AI system.

7. The Type of Ground Truth Used

For the non-clinical performance and coating tests, the "ground truth" implicitly refers to the
requirements and specifications outlined in the referenced international standards (ISO and ASTM) and the European Pharmacopoeia/USP chapters. The device is expected to meet these pre-defined engineering and material standards. This is a form of engineering/material specification compliance as ground truth.

8. The Sample Size for the Training Set

Not applicable. This device is a mechanical implant, not an AI or machine learning model that requires a training set.

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

Not applicable, as there is no training set for this type of medical device's approval.

Ask a specific question about this device

The hip prosthesis MiniMAX is designed for cementless use in total or partial hip arthroplasty in primary or revision surgery. Hip Replacement is indicated in the following cases:

• Severely painful and/or disabled joint as a result of arthritis, traumatoid polyarthritis, or congenital hip dysplasia.

· Avascular necrosis of the femoral head.

· Acute traumatic fracture of the femoral head or neck.

· Failure of previous hip surgery: joint reconstruction, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement.

MiniMax anatomical stems are coated cementless stems intended to be used in total or partial hip arthroplasty in primary or revision surgery.

The anatomical design of the MiniMax stems results in a 9° anteversion of the neck which is mirror polished with 12/14 Eurocone taper and a 127° neck-shaft angle. The macrostructures are negative medially and positive laterally which increases the contact area. The lateral flare is rounded and non-invasive. The MiniMAX stems' distal tip has a 5° curvature to follow the contours of the femoral canal to aid in the insertion and avoiding distal interference.

MiniMAX stems can be combined with the CoCr ball heads (K072857, K080885 and K103721), Endo Head (K111145) or with the MectaCer BIOLOX® Forte (K073337), MectaCer BIOLOX® Delta Femoral Heads (K112115) or MectaCer BIOLOX® Option Heads (K131518).

MiniMAX stems are made of Titanium Aluminum Niobium Alloy (Ti-6Al-7Nb). The surface treatment consists of titanium plasma spray coating, Ra 300um, in the proximal 2/3 of the shaft to improve proximal fixation and HA (Hydroxyapatite) coating, Ra 80um, along the entire length of the shaft.

This submission seeks add Size 9 left and right anatomical stems to the currently marketed MiniMAX product line.

The provided text describes a 510(k) premarket notification for a medical device (MiniMAX hip prosthesis) and does not contain information about the acceptance criteria or a study proving the device meets those criteria in the context of an AI/ML powered device. The document is a traditional medical device submission focused on substantial equivalence to a predicate device, primarily through mechanical testing and material characterization.

Therefore, most of the requested information regarding acceptance criteria, device performance tables, sample sizes, ground truth establishment, expert qualifications, adjudication methods, and MRMC/standalone studies for an AI/ML device is not present in the provided text.

However, I can extract the information that is present regarding the device's performance data and how it was evaluated.

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

The document does not provide a table of acceptance criteria with numerical targets and reported performance for an AI/ML device. Instead, it lists the types of performance tests conducted for a mechanical hip prosthesis and states that the "subject devices do not represent a new worst case when compared to the previously cleared devices."

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

The document mentions "worst-case device" testing for the predicate device, K170845. This typically implies a very small sample size, potentially N=1 or N=3, for each test as per engineering standards for mechanical devices. It's not a 'test set' in the sense of an AI/ML validation. There's no information on data provenance (country of origin, retrospective/prospective).

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 mechanical device submission, not an AI/ML study requiring expert ground truth for interpretation.

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

Not applicable.

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 mechanical device, not an AI-assisted diagnostic tool.

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

Not applicable.

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

For mechanical testing, the "ground truth" is defined by the passing criteria of the specified international standards (e.g., ISO, ASTM). For example, fatigue tests would have an endurance limit or cycles to failure requirement specified in the standard.

8. The sample size for the training set

Not applicable. This is not an AI/ML device.

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

Not applicable.

Ask a specific question about this device

The hip prosthesis SMS is designed for cementless use in total or partial hip arthroplasty, for primary or revision surgery. Hip replacement is indicated in the following cases:

· Severely painful and/or disabled joint as a result of arthritis, rheumatoid polyarthritis or congenital hip dysplasia

· Avascular necrosis of the femoral head

· Acute traumatic fracture of the femoral head or neck

· Failure of previous hip surgery: joint reconstruction, internal fixation, arthroplasty, hip resurfacing replacement or total hip arthroplasty.

The SMS femoral stem is a cementless bone preserving short stem designed for proximal fixation in total or partial hip arthroplasty for primary or revision surgery. The SMS implants subject of this submission are comprised of the following products:

• SMS Cementless Solid Standard Stem (available in 11 sizes); and ●
• SMS Cementless Solid Lateralized Stem (available in 11 sizes).

The SMS implants are line extensions to Medacta's Total Hip Prosthesis - AMIStem-H, Quadra-S and Quadra-H Femoral Stems (K093944), AMIStem and Quadra - Line Extension (K121011), AMIStem-P, AMIStem-P Collared and AMIStem-H Proximal Coating Femoral Stems (K173794), Quadra-H and Quadra-R Femoral Stems (K082792), AMIStem-H Proximal Coating (K161635), and MiniMAX (K170845).

The SMS implants are part of the Medacta Total Hip Prosthesis system. The Medacta Total Hip Prosthesis system consists of femoral stems, modular femoral heads and acetabular components. The acetabular components consist of metal cups and liners made of ultra-high molecular weight polyethylene (UHMWPE) or Highcross highly crosslinked ultra-high molecular weight polvethylene (HXUHMWPE).

Acetabular components include the Mpact DM (K143453), VersafitCup (K083116 and K092265), VersafitCup CC Trio (K103352), Mpact (K103721 and K132879), Mpact 3D Metal (K171966) and Medacta Bipolar Head (K091967).

The SMS stems can be combined with the CoCr ball heads (K072857, K080885 and K103721), Endo Head (K111145) or with the MectaCer BIOLOX® Forte (K073337), MectaCer BIOLOX® Delta Femoral Heads (K112115) or MectaCer BIOLOX® Option Heads (K131518).

This document describes the premarket notification (510(k)) for the SMS Femoral Stem, a cementless bone-preserving short stem designed for proximal fixation in total or partial hip arthroplasty.

Here's an analysis of the provided text in relation to acceptance criteria and supporting studies, though it's important to note that this is a medical device submission, not an AI/ML device submission, so the questions regarding human readers, training sets, etc., are not directly applicable here. The document focuses on mechanical performance and biocompatibility for a physical implant.

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

The document lists performance tests and the standards they adhere to, implying that meeting these standards constitutes the acceptance criteria. However, it does not explicitly state numerical acceptance criteria and does not present specific performance data values in a table format. It merely states that "Testing was conducted according to written protocols with acceptance criteria that were based on standards." and that the studies "demonstrated substantial equivalence."

Here's a generalized representation based on the provided information:

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

The document lists various non-clinical mechanical and coating tests, which typically involve physical samples of the device components. It does not specify the sample sizes (number of stems tested for fatigue, etc.) for each test. The provenance of the data is implicit: it's generated from laboratory testing of the device components. There is no clinical data or patient-derived data mentioned.

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)

This question is not applicable to this type of medical device submission. Ground truth and expert adjudication are relevant for AI/ML diagnostic devices, not for physical implants that undergo mechanical and material testing. The "ground truth" for these tests are the established scientific principles and measurement techniques outlined in the specified ISO and ASTM standards.

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

This question is not applicable for the same reasons as #3. Mechanical testing results are typically objectively measured and evaluated against a standard, not subject to expert adjudication in the same way as diagnostic interpretations.

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 question is not applicable as this is not an AI/ML device. No MRMC study was conducted.

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

This question is not applicable as this is not an AI/ML device.

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

For the non-clinical tests, the "ground truth" is defined by the specifications and acceptable ranges outlined in the referenced international (ISO) and American (ASTM) standards. For instance, a fatigue test determines if the device can withstand a certain number of cycles at a specific load without failure, as per the standard's requirements. Pyrogenicity is determined by established biological testing methods (LAL test, USP pyrogen test).

8. The sample size for the training set

This question is not applicable as this is not an AI/ML device. There is no concept of a "training set" for a physical implant undergoing mechanical and material characterization.

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

This question is not applicable as this is not an AI/ML device.

Ask a specific question about this device

The hip prosthesis QUADRA-P is designed for cementless use in total or partial hip arthroplasty; for primary or revision surgery. Hip replacement is indicated in the following cases:

• Severely painful and/or disabled joint as a result of arthritis, rheumatoid polyarthritis or congenital hip dysplasia

· Avascular necrosis of the femoral head

· Acute traumatic fracture of the femoral head or neck

· Failure of previous hip surgery: joint reconstruction, internal fixation, arthroplasty, hip resurfacing replacement or total hip arthroplasty.

The Quadra-P implants are line extensions to Medacta's Total Hip Prosthesis – AMIStem-H, Quadra-S, and Quadra-H Femoral Stems (K093944); AMIStem and Quadra - Line Extension (K121011); AMIStem-P, AMIStem-P Collared, and AMIStem-H Proximal Coating Femoral Stems (K173794); Quadra-H and Quadra-R Femoral Stems (K082792); and AMIStem-H Proximal Coating (K161635).

The Quadra-P implants subject of this submission are comprised of the following products:

• . Quadra-P STD. Stem sizes 0 - 10;
• Quadra-P LAT, Stem sizes 0 - 10.
  The Quadra-P implants are part of the Medacta Total Hip Prosthesis system. The Medacta Total Hip Prosthesis system consists of femoral stems, modular femoral heads, and acetabular components. The acetabular components consist of metal cups and liners made of ultra-high molecular weight polyethylene (UHMWPE) or Highcross highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE). Acetabular components include the Mpact DM (K143453), VersafitCup (K083116 and K092265), VersafitCup CC Trio (K103352), Mpact (K103721 and K132879), Mpact 3D Metal (K171966), and Medacta Bipolar Head (K091967).

The Quadra-P implants can be combined with the CoCr Ball Heads (K072857 and K080885), Endo Head (K111145), MectaCer Biolox Option Heads (K131518), or with the MectaCer BIOLOX® Forte (K073337) or MectaCer BIOLOX® Delta Femoral Heads (K112115).

This document is a 510(k) premarket notification for the "Quadra-P" hip prosthesis, specifically describing the physical and mechanical testing performed to demonstrate substantial equivalence to previously cleared predicate devices. It does not contain information about the performance or acceptance criteria of an AI/Software device, nor does it describe a study involving humans or the establishment of ground truth for such a device.

Therefore, I cannot extract the information required to answer your questions about acceptance criteria and studies proving the device meets those criteria, as the provided document pertains to a physical medical device (hip prosthesis) and its mechanical engineering performance tests, not an AI or software-based medical device.

The document discusses:

• Device Name: Quadra-P (hip prosthesis)
• Regulation Number: 21 CFR 888.3353 (Hip Joint Metal/Ceramic/Polymer Semi-Constrained Cemented Or Nonporous Uncemented Prosthesis)
• Performance Data (Non-Clinical Studies):
  • Range of Motion (ROM) testing (EN ISO 21535:2009)
  • Fatigue testing (ISO 7206-4 and ISO 7206-6)
  • Pull off force testing (ASTM F2009-00)
  • Pyrogenicity testing (European Pharmacopoeia §2.6.14/USP and USP )
• Clinical Studies: "No clinical studies were conducted."

Since the request is specifically about a device proving it meets acceptance criteria through a study involving a test set, expert ground truth, adjudication methods, and potentially human readers (which implies an AI/Software device or diagnostic device), the provided text is entirely irrelevant to those questions.

Ask a specific question about this device

The hip prosthesis MiniMAX is designed for cementless use in total or partial hip arthroplasty in primary or revision surgery.

Hip Replacement is indicated in the following cases:

· Severely painful and/or disabled joint as a result of arthritis, traumatoid polyarthritis, or congenital hip dysplasia.

· Avascular necrosis of the femoral head.

· Acute traumatic fracture of the femoral head or neck.

· Failure of previous hip surgery: joint reconstruction, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement.

The purpose of this submission is to gain clearance for the new MiniMAX, which are anatomical HA coated cementless stems intended to be used in total or partial hip arthroplasty in primary or revision surgery.

The anatomical design of the MiniMAX stems results in a 9° anteversion of the neck which is mirror polished with 12/14 Eurocone taper and a 127° neck-shaft angle. The macrostructures are negative medially and positive laterally which increases the contact area. The lateral flare is rounded and non-invasive. The MiniMAX stems' distal tip have a 5° curvature to follow the contours of the femoral canal to aid in the insertion and avoiding distal interference.

MiniMAX stems can be combined with the CoCr ball heads (K072857, K080885 and K103721), Endo Head (K111145) or with the MectaCer BIOLOX® Forte (K073337), MectaCer BIOLOX® Delta Femoral Heads (K112115) or MectaCer BIOLOX® Option Heads (K131518).

MiniMAX stems are made of Titanium Aluminum Niobium Alloy (Ti-6Al-7Nb). The surface treatment consists of titanium plasma spray coating, Ra 300μm, in the proximal 2/3 of the shaft to improve proximal fixation and HA (Hydroxyapatite) coating, Ra 80um, along the entire length of the shaft.

MiniMAX stems are similar to predicate devices Howmedica Osteonics' ABG III Monolithic Hip Stem (K123604) and Medacta's MasterLoc Stem (K151531).

Here's a breakdown of the requested information based on the provided document:

1. Table of Acceptance Criteria and Reported Device Performance

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

• Sample size for test set: Not explicitly stated in the provided document. The document mentions "testing was conducted to written protocols," but does not detail the number of units tested for each mechanical or coating test.
• Data provenance:
  • Country of origin: Not specified beyond the manufacturer being Medacta International SA (Switzerland). The testing standards are international (ISO, ASTM, European Pharmacopoeia, USP).
  • Retrospective or Prospective: Not applicable in this context as these are laboratory-based non-clinical performance and material tests, not clinical data from patients.

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

• Not applicable. The "ground truth" for non-clinical performance tests is established by adhering to widely recognized engineering and medical device standards (ISO, ASTM, EN, USP, European Pharmacopoeia) and internal protocols. These tests measure objective properties (e.g., fatigue strength, range of motion, coating characteristics) rather than requiring expert interpretation of clinical data as a "ground truth."

4. Adjudication method for the test set

• Not applicable. This concept typically applies to clinical studies where different readers or experts might have varying interpretations. For non-clinical, objective testing, results are measured against predefined acceptance criteria from established standards. There is no "adjudication" in the sense of reconciling differing expert opinions on the test outcomes.

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, an MRMC comparative effectiveness study was not done. This is a medical device (hip prosthesis), not an AI-based diagnostic or assistive software. The submission focuses on the safety and effectiveness of the implant itself through material properties and mechanical performance.

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

• No, a standalone (algorithm only) performance study was not done. This is a hardware medical device, not a software algorithm.

7. The type of ground truth used

• The "ground truth" for the performance data in this submission is based on established international and national standards (e.g., ISO 7206 series for hip prostheses, ASTM F2009 for taper connections, EN ISO 21535 for hip-joint implants, European Pharmacopoeia and USP for pyrogenicity). These standards define the acceptable performance parameters and testing methodologies for such devices.

8. The sample size for the training set

• Not applicable. This submission describes a physical medical device. There is no "training set" in the context of an algorithm or machine learning model. The relevant "data" for development would involve extensive engineering design, material science data, and prior knowledge from similar predicate devices.

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

• Not applicable. As there is no training set in the AI/ML sense, there is no ground truth established for a training set. The device design and manufacturing process would be informed by decades of biomechanical research, clinical outcomes with similar devices, and engineering principles. The "ground truth" for its design and manufacturing would be validated through the performance testing described.

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The hip prosthesis is designed for cementless use in total hip arthroplasty in primary or revision surgery.

The patient should be skeletally mature.

The patient's condition should be due to one or more of:

· Severely painful and/or disabled joint: as a result of osteoarthritis, post-traumatic arthritis, rheumatoid arthritis or

psoriactic arthritis, Congenital hip dysplasia, Ankylosing spondylitis.

· Avascular necrosis of the femoral head.

· Acute traumatic fracture of the femoral head or neck.

· Failure of previous hip surgery: joint reconstruction, internal fixation, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement where sufficient bone stock is present.

The Versafitcup CC Trio family of acetabular components is designed to be used with the Medacta Total Hip Prosthesis System. The Medacta Total Hip Prosthesis system includes the Quadra S, H, R, and C Stems and CoCrMo and ceramic ball heads (K072857, K073337, K080885, K082792, K083558, and K112115). The AMIStem femoral stems also work with the Medacta Total Hip Prosthesis System (K093944, K103189). The Medacta Total Hip Prosthesis System is a total hip replacement system consisting of the femoral stem made of metal, a modular femoral head made of metal or ceramic, and acetabular components. The Versafitcup CC Trio extension that are the subject of this 510(k) consist of new sizes of flat and hooded liners, new sizes of the two-hole acetabular shell, and no-hole acetabular shells. The liners are made from either ultra-high molecular weight polyethylene (UHMWPE) or HighCross® highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE) conforming to ISO 5834. The acetabular shells are made from titanium alloy (Ti-6Al-4V) conforming to ISO 5832-3. The outside of the metal component has macrostructures in the equatorial region. The outer surface of the metallic cup has a dual laver of coatings: Ti (ASTM F 1580) plasma spray and Hydroxyapatite (ASTM F 1185).

All the Versafitcup CC Trio extension components are supplied sterile in single-use individual packages.

The provided text describes a 510(k) premarket notification for a medical device, the Versafitcup CC Trio extension, which is an acetabular component for total hip arthroplasty. The submission focuses on demonstrating substantial equivalence to predicate devices rather than a standalone clinical study with acceptance criteria in the typical sense of a diagnostic or AI device.

Therefore, the information requested for AI/diagnostic devices, such as sample size for test sets, data provenance, number of experts, adjudication methods, MRMC studies, standalone performance, training set details, and ground truth establishment, is not applicable or available in this document.

Instead, the performance testing described is focused on mechanical characteristics, comparing the new device components to "worst case liners and acetabular shells of the predicate devices."

Here's an attempt to extract the relevant information based on the provided text, while acknowledging the limitations:

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

Note: The document does not provide specific numerical acceptance criteria or performance metrics (e.g., maximum allowable wear per year, specific range of motion values). The acceptance is implicitly based on being comparable to or not worse than the predicate devices' "worst case" performance for these mechanical tests.

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: Not specified. The testing is described as mechanical testing of the device components, not involving human subjects or clinical data in the form of a test set.
• Data Provenance: Not applicable in the context of clinical data provenance. The testing is laboratory-based 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. The "ground truth" here is based on engineering specifications and mechanical test results, not expert interpretation of clinical data.

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

• Not applicable. This refers to adjudication of expert opinions for clinical 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

• Not applicable. This type of study is for diagnostic or AI-assisted interpretation, which is outside the scope of this device's submission.

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

• Not applicable. This device is an implanted medical device, not a diagnostic algorithm.

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

• The "ground truth" or basis for evaluation is compliance with mechanical testing standards and comparison to the performance of predicate devices for parameters like range of motion, connection stability, and wear. These are engineering and material science metrics.

8. The sample size for the training set

• Not applicable. This refers to training data for an AI algorithm.

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

• Not applicable. This refers to establishing ground truth for AI training data.

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The hip prosthesis is designed for cementless use in total hip arthroplasty in primary or revision surgery.

The patient should be skeletally mature.

The patient's condition should be due to one or more of:

· Severely painful and/or disabled joint: as a result of osteoarthritis, post-traumatic arthritis. rheumatoid arthritis or

psoriactic arthritis. Congenital hip dysplasia, Ankylosing spondylitis.

· Avascular necrosis of the femoral head.

· Acute traumatic fracture of the femoral head or neck.

· Failure of previous hip surgery: joint reconstruction, internal fixation, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement where sufficient bone stock is present.

The Versafitcup® CC Trio family of acetabular components is designed to be used with the Medacta Total Hip Prosthesis System. The Medacta Total Hip Prosthesis system includes the Quadra S, H, R, and C Stems and CoCrMo and ceramic ball heads (K072857, K073337, K080885, K082792, K083558, and K112115). The AMStem femoral stems also work with the Medacta Total Hip Prosthesis System (K093944, K103189). The Medacta Total Hip Prosthesis System is a total hip replacement system consisting of the femoral stem made of metal, a modular femoral head made of metal or ceramic, and acetabular components. The Versafitcup® CC Trio acetabular components that are the subject of this 510(k) consist of two new flat fixed liners that are made of HighCross® highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE).

All the Versafitcup® CC Trio components are supplied sterile in single-use individual packages.

The provided document is a 510(k) summary for a medical device (Versafitcup CC Trio - Additional Liners) and, as such, it focuses on demonstrating substantial equivalence to predicate devices rather than providing a detailed study report with specific acceptance criteria and performance metrics typically found in clinical trials for new drug or high-risk device approvals.

Therefore, many of the requested elements (e.g., sample size for test sets and training sets, data provenance, number of experts, adjudication methods, MRMC studies, standalone AI performance) are not applicable or not provided in this type of regulatory submission. The device is a physical medical device (hip implant liners), not a software/AI device, which explains why many of these questions about AI performance and expert review are not relevant to this document.

Here's a breakdown of the available information:

Acceptance Criteria and Device Performance

Study Details (Based on available information)

1. Sample size used for the test set and the data provenance: Not applicable. This is a physical device. Performance was assessed through mechanical testing, not a test set of data. The document refers to "worst-case liners of the predicate devices" for comparison.
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 a physical device's mechanical properties is established through standardized engineering tests, not expert consensus in the clinical sense.
3. Adjudication method for the test set: Not applicable. Mechanical tests for physical devices do not involve clinical adjudication.
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 a physical hip implant liner, not an AI diagnostic or assistive device.
5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is a physical hip implant liner, not a software device.
6. The type of ground truth used: Mechanical test results, compared against established standards or predicate device performance.
7. The sample size for the training set: Not applicable. This is a physical device, not an AI model.
8. How the ground truth for the training set was established: Not applicable.

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The Mpact® Acetabular System is intended for cementless use in total hip arthroplasty and in primary or revision surgery. The patient should be skeletally mature. The patient's condition should be due to one or more of:

• Severely painful and/or disabled joint: as a result of osteoarthritis, post-. traumatic arthritis, rheumatoid arthritis or psoriactic arthritis, congenital hip dysplasia, or ankylosing spondylitis.
• . Avascular necrosis of the femoral head.
• Acute traumatic fracture of the femoral head or neck. .
• . Failure of previous hip surgery: joint reconstruction, internal fixation, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement where sufficient bone stock is present.

The Mpact® Acetabular System components are designed to be used with the Medacta Total Hip Prosthesis System. The Medacta Total Hip Prosthesis system includes the Quadra S, H, R, and C Stems and CoCrMo and ceramic ball heads (K072857, K073337, K080885, K082792, and K083558). The AMIStem femoral stems also work with the Medacta Total Hip Prosthesis System (K093944). The Medacta Total Hip Prosthesis System is a total hip replacement system consisting of the femoral stem made of metal, a modular femoral head made of metal or ceramic, and acetabular components. The Mpact® Acetabular System acetabular components that are the subject of this 510(k) consist of a metal cup made of Titanium alloy and a fixed liner that is made of ultra-high molecular weight polyethylene (UHMWPE) or HighCross® highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE).

The metal acetabular component or shell is machined from titanium alloy (Ti-6Al-4V) conforming to ISO 5832-3 and ASTM F136. The outside of the metal component is a hemispherical design. The outer surface of the metallic cup has a porous coating called TiGrowth made of pure titanium conforming to ASTM F1580. The polyethylene liner is a fixed liner made of UHMWPE conforming to ISO 5834-2. The liner has a minimum thickness of at least 5.5 mm when made of standard UHMWPE and of least 4 mm when made of HXUHMWPE.

If supplemental bone screw fixation is needed, cancellous bone screws made of titanium alloy (Ti-6Al-4V) can be inserted through screw holes. Screw hole covers made of titanium alloy (Ti-6Al-4V) are also provided for the central hole.

Also included in this submission are additional Medacta ball heads made of CoCrMo in the 40 mm diameter to augment the Medacta ball heads previously cleared in K072857, K073337 and K080885.

The metal acetabular component is available in 11 sizes and is for use with polyethylene liners that accept both CoCrMo with diameters of 22, 28, 32, and 36 mm and MectaCer BIOLOX® forte Ceramic ball heads with diameters of 28, 32, and 36 mm. They also work with the Medacta 40 mm CoCrMo ball heads. The fixed liners are available in both flat and hooded options in a range of sizes.

All the Mpact® Acetabular System components and Medacta 40 mm ball heads are supplied sterile in single-use individual packages.

Here's an analysis of the provided text regarding the acceptance criteria and study to prove the device meets them, structured as requested:

Device: Mpact® Acetabular System and Medacta 40 mm Ball heads (specifically focusing on HighCross™ highly crosslinked UHMWPE liners due to the detailed wear claim)

Acceptance Criteria and Reported Device Performance

• Average gravimetric wear rate: 6.28 mg +/- 1.68 mg per million cycles
• Average volumetric wear rate: 7.8 mm³ per million cycles
• Average total wear for 5 million cycles: 31.54 mg (for 40 mm inner diameter liners)

(Note: "The in vitro hip wear simulator tests have not been shown to quantitatively predict clinical wear performance.") |
| Mechanical Stability | Pre-defined acceptance criteria for:

• Push out
• Lever out
• Rotational stability of the modular connection of the fixed liner to the metal shell | "The testing met all acceptance criteria" (referring to push out, lever out, and rotational stability). No specific numerical values are provided for these tests in the summary. |
  | Coating Validation | Pre-defined acceptance criteria for coating validation. | "The testing met all acceptance criteria" (referring to coating validation). No specific details provided. |
  | Shell Deformation | Pre-defined acceptance criteria for metal shell deformation resistance during impaction. | "The testing met all acceptance criteria" (referring to metal shell deformation resistance). No specific details provided. |
  | Range of Motion | Pre-defined acceptance criteria for range of motion. | "The testing met all acceptance criteria" (referring to range of motion). No specific details provided. |
  | Bone Screw Testing | Pre-defined acceptance criteria for bone screw testing. | "The testing met all acceptance criteria" (referring to bone screw testing). No specific details provided. |
  | Substantial Equivalence | Demonstrating substantial equivalence to predicate devices in indications for use, design, materials, coatings, and technological characteristics. | Concluded to be substantially equivalent to predicates (DePuy Pinnacle®, Smith & Nephew REFLECTION 3, Medacta Bone Screws, Versafitcup® Double Mobility, Apex Modular heads) based on indications for use and technological characteristics, and for wear performance of the HighCross® UHMWPE liners. |

Study Information

Due to the nature of this submission (510(k) summary for an orthopedic implant), the studies described are in vitro performance tests, not clinical efficacy studies with human subjects. Therefore, some requested categories (like "adjudication method" or "effect size of human readers") are not applicable.

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

   • Wear Testing:

     • Sample Size: 3 liners (for the HighCross™ highly crosslinked UHMWPE liners).
     • Data Provenance: In-vitro mechanical testing conducted by the manufacturer (Medacta International SA), likely at their facilities or a contracted lab. Country of origin not explicitly stated, but the manufacturer is based in Switzerland. The testing is retrospective in the sense that it's performed after design finalization to demonstrate performance characteristics.

   • Other Performance Testing (Push out, Lever out, Rotational stability, Coating validation, Shell deformation, Range of motion, Bone screw testing):

     • Sample Size: Not explicitly stated, but "worst case component size and option/design" were tested.
     • Data Provenance: In-vitro mechanical testing conducted by the manufacturer. Retrospective.

2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. These are in vitro mechanical tests, not studies requiring expert interpretation of medical images or clinical outcomes. The "ground truth" is defined by the physical properties and performance characteristics measured according to established engineering standards.

3. Adjudication method for the test set: Not applicable, as this refers to expert review of clinical data or images, which is not part of this in vitro performance 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/imaging device.

5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is a medical implant, not an algorithm.

6. The type of ground truth used:

   • Wear Testing: Gravimetric and volumetric wear measurements, defined by physical changes (mass loss, volume loss) and measured using precise laboratory techniques (e.g., weighing, 3D profiling).
   • Other Performance Testing: Engineering specifications and mechanical properties (e.g., force required for push-out, deformation limits), measured according to international standards (e.g., ISO, ASTM).

7. The sample size for the training set: Not applicable. This is not a machine learning or AI device that requires a training set.

8. How the ground truth for the training set was established: Not applicable.

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The Versafitcup® CC Trio is intended for cementless use in total hip arthroplasty and in primary or revision surgery. The patient should be skeletally mature. The patient's condition should be due to one or more of:

• . Severely painful and/or disabled joint: as a result of osteoarthritis, posttraumatic arthritis, rheumatoid arthritis or psoriactic arthritis, congenital hip dysplasia, or ankylosing spondylitis.
• Avascular necrosis of the femoral head. .
• Acute traumatic fracture of the femoral head or neck.
• Failure of previous hip surgery: joint reconstruction, internal fixation, . arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement where sufficient bone stock is present.

The Versafitcup® CC Trio family of acetabular components is designed to be used with the Medacta Total Hip Prosthesis System. The Medacta Total Hip Prosthesis system includes the Quadra S, H, R, and C Stems and CoCrMo and ceramic ball heads (K072857, K073337, K080885, K082792, and K083558). The AMIStem femoral stems also work with the Medacta Total Hip Prosthesis System (K093944). The Medacta Total Hip Prosthesis System is a total hip replacement system consisting of the femoral stem made of metal, a modular femoral head made of metal or ceramic, and acetabular components. The Versafitcup® CC Trio acetabular components that are the subject of this 510(k) consist of a metal cup made of Titanium alloy and a fixed liner that is made of ultra-high molecular weight polyethylene (UHMWPE) or HighCross® highly crosslinked ultra-high molecular weight polyethylene (HXUHMWPE). The metal acetabular component or shell is machined from titanium alloy (Ti-6Al-4V) conforming to ISO 5832-3. The outside of the metal component has macrostructures in the equatorial region. The outer surface of the metallic cup has a dual layer of coatings: Ti plasma spray and Hydroxyapatite. The polyethylene liner is a fixed liner made of UHMWPE conforming to ISO 5834. The liner has a minimum thickness of at least 5mm. If supplemental bone screw fixation is needed, cancellous screws made of titanium allov (Ti-6Al-4V) can be inserted through screw holes. Screw hole covers made of titanium alloy (Ti-6Al-4V) are also provided. The metal acetabular component is available is 10 sizes which accept both CoCrMo and MectaCer BIOLOX® forte Ceramic ball heads with diameters of 28, 32 and 36 mm. The fixed liners are available in both flat and hooded options in a range of sizes. All the Versafitcup® CC Trio components are supplied sterile in single-use individual packages.

The provided 510(k) summary (K103352) describes performance testing for a medical device, the Versafitcup® CC Trio, which is a total hip acetabular component. However, the document does not present the information in a way that directly maps to the requested categories for AI/algorithm performance studies.

Here's an analysis based on the provided text, addressing each point as much as possible, with explanations where information is missing or not applicable:

Description of Acceptance Criteria and Device Performance Study for Versafitcup® CC Trio (K103352)

This document describes performance testing for an orthopedic implant (hip replacement component), not an AI/software device. Therefore, many of the requested categories related to AI/algorithm performance are not applicable or the information is not present in the provided text.

1. Table of Acceptance Criteria and Reported Device Performance

The 510(k) summary states that "The Versafitcup® CC Trio was tested as part of design verification to written protocols with pre-defined acceptance criteria." and that "The testing met all acceptance criteria". However, the specific acceptance criteria and the quantitative results of the individual tests are not detailed in this summary. It only broadly reports that the criteria were met.

2. Sample Size for the Test Set and Data Provenance

The document mentions that testing was "conducted on the worst case component size and option/design." This implies a limited sample size, focusing on challenging configurations to demonstrate robust performance.

• Sample Size: Not specified quantitatively. "Worst case component size and option/design" suggests a small, representative sample.
• Data Provenance: Not applicable in the context of clinical data for an AI. The testing constitutes physical/mechanical bench testing of manufactured devices, likely performed in a lab setting by the manufacturer or contractors. It's not data derived from human subjects or clinical environments in the way an AI study would be.

3. Number of Experts Used to Establish Ground Truth and Qualifications of Experts

This request is not applicable. This is a physical device (hip implant), and ground truth is established through engineering and materials science principles and measurements, not through expert clinical consensus on images or other diagnostic data. The "ground truth" would be the measured physical properties and mechanical performance against established engineering standards.

4. Adjudication Method for the Test Set

This request is not applicable. Adjudication methods like 2+1 or 3+1 are used in clinical studies involving human interpretation (e.g., radiology reads) to resolve discrepancies. For mechanical testing, outcomes are typically objectively measured against defined engineering specifications.

5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done, and effect size

This request is not applicable. An MRMC study is relevant for evaluating the performance of diagnostic devices or AI algorithms where human readers interpret medical cases. This document concerns a physical orthopedic implant.

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

This request is not applicable. This document does not describe an algorithm or AI. The testing described is for the standalone performance of a physical hip implant component in a mechanical test environment.

7. The Type of Ground Truth Used

For this physical device, the "ground truth" is defined by:

• Established engineering standards: Performance criteria derived from ISO standards (e.g., ISO 5832-3 for Ti alloy, ISO 5834 for UHMWPE) and FDA guidance documents.
• Pre-defined acceptance criteria: Specific quantitative thresholds for various mechanical properties (e.g., push out force, lever out force, rotational stability, deformation resistance, range of motion).
• Objective measurements: The actual measurements obtained during the mechanical tests (e.g., force, displacement, wear).

8. Sample Size for the Training Set

This request is not applicable. This is not an AI/machine learning study, so there is no "training set." The described testing is a design verification process for a physical medical device.

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

This request is not applicable. As there is no training set for an AI/ML algorithm, this question is irrelevant to the provided document.

Summary Explanation:

The K103352 document is a submission for a Preamarket Notification (510(k)) for a conventional medical device (a hip implant). The "performance testing" described refers to benchtop mechanical and material testing to ensure the device meets engineering specifications and is substantially equivalent to predicate devices. It does not involve software algorithms, image analysis, or clinical interpretation data, which are the contexts for the performance criteria and study details requested in your prompt. Therefore, much of the requested information regarding AI/algorithm performance studies does not apply to this specific document.

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