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Hardware: The BLUEPRINT™ Glenoid Guides are patient-specific drill guides. They have been specially designed to assist in the intraoperative positioning of glenoid components used with total anatomic or reversed shoulder arthroplasty procedures using anatomic landmarks that are identifiable on patient-specific preoperative CT scans.

Software: Blueprint® is a medical device for surgeons. Blueprint® is intended to be used as a pre-surgical planner for shoulder replacement surgery. Blueprint® requires CT scan images showing the anatomical shoulder structure in a DICOM format. Blueprint® allows surgeons to visualize, measure, reconstruct, and annotate anatomic data. Blueprint® allows surgeons to design patient specific instruments and Tornier Perform patient-matched primary reversed glenoid*) based on the pre-surgical plan. Blueprint® leads to the generation of a planning report. Blueprint® is to be used for adult men and women patients only whose bone maturity is reached and should not be used for diagnostic purpose.

BLUEPRINT™ Patient Specific Instrumentation is composed of two components: BLUEPRINT™ Glenoid Guides (hardware) and Blueprint® (software).

Hardware: The BLUEPRINT ™ Glenoid Guides are patient-specific instruments specially designed to facilitate the implantation of glenoid prostheses. The BLUEPRINT™ Glenoid Guides are designed and manufactured based on a pre-operative plan generated only by the software Blueprint®.

Software: Blueprint® is a software connected to an Online Management System (OMS). The user interface software is installed on a computer is intended to be used by orthopedic surgeons, as a preoperative planning software for shoulder arthroplasty surgery (anatomic and reversed). It is intended to help to plan an operation by allowing surgeons to: Plan for shoulder arthroplasty cases, Position and select glenoid and humeral implants, Simulate the prosthetic range of motion, Interact with implants and different computed measurements, Generate information required to design a patient-specific glenoid components when appropriate.

The provided text is a 510(k) premarket notification for the BLUEPRINT™ Patient Specific Instrumentation, which includes both hardware (Glenoid Guides) and software (Blueprint®). While it describes the device, its intended use, and comparison to predicate devices, it does not contain the detailed performance data or acceptance criteria typically found in a study report.

Therefore, I cannot provide the requested information regarding specific acceptance criteria, reported device performance, sample sizes for test and training sets, expert qualifications, adjudication methods, or MRMC study details. The document states that "Technological differences between the subject and predicate software devices are supported by software verification and validation activities. These activities include functional tests, validation and compatibility for new implant integration, as well as the validation and reproducibility of anatomical measures, planning measures, planning features, and segmentation." However, it does not present the results or specific criteria of these activities.

In the absence of a detailed study report within the provided text, I can only state that the document asserts that:

• Differences in design specifications do not raise different questions of safety and effectiveness over the predicate device as demonstrated in validation testing.
• The subject device, the BLUEPRINT™ Patient Specific Instrumentation, does not raise new questions of safety or effectiveness.
• Differences in technological characteristics have been addressed by software verification and validation activities.

To answer your request, a more detailed study report or validation protocol would be necessary.

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The Catalyst CSR Shoulder System is indicated for use in skeletally mature individuals with degenerative diseases of the glenohumeral joint where hemi- or total shoulder arthroplasty is determined by the surgeon to be the preferred method of treatment. The Catalyst CSR Shoulder System is intended for use in patients with the following conditions where the humeral head, neck and glenoid vault are of sufficient bone stock and the rotator cuff is intact or reconstructable.

• Osteoarthritis
• Avascular Necrosis
• Rheumatoid Arthritis
• Post-traumatic Arthritis
• Correction of functional deformity
  Both components of the Catalyst CSR Shoulder System are intended for cemented use only.

The Catalyst CSR Shoulder System is a bone preserving total shoulder prosthesis designed for use in patients where the humeral head, neck and glenoid vault are of sufficient bone stock and there is an intact or reconstructable rotator cuff. The design requires minimal bone resection, thus giving the patient an alternative to other total shoulder designs where more bone is removed.
This submission adds larger, standard (non-spherical) humeral components to the CSR Shoulder System. Like the previously cleared CSR humeral components, the Size H and Size I CSR standard humeral components are manufactured from cast Co-Cr-Mo alloy conforming to ASTM F75. They have a non-spherical polished surface for articulation with the glenoid component or the glenoid cavity of the scapula. The humeral components incorporate 4 pegs which assist with alignment and provide rotational stability. The four plane geometry of the back side of the humeral component matches four cut surfaces on the humeral head to recreate the geometry and thickness of the removed bone.
The CSR humeral components are compatible with previously cleared CSR 3 Peg glenoid components.

The provided text is a 510(k) premarket notification for a medical device called the "Catalyst CSR Shoulder System." This document does not describe acceptance criteria for an AI/ML powered device, nor a study proving a device meets such criteria. Instead, it details the indications for use, device description, and a summary of substantial equivalence for a physical shoulder prosthesis, with non-clinical testing performed on its components.

Therefore, I cannot provide the information requested in your prompt based on the provided text, as it pertains to an entirely different type of medical device submission.

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The hardware: The Aequalis Glenoid Guides are patient-specific drill guides. They have been specially designed to assist in the intraoperative positioning of glenoid components used with total anatomic shoulder arthroplasty procedures using anatomic landmarks that are identifiable on patient-specific preoperative CT-scans. Aequalis PerFORM Anatomic Glenoid Guide is used by surgeons to facilitate the placement of the Aequalis PerFORM glenoids and the Aequalis PerFORM + glenoids.

The software: The BLUEPRINT 3D planning software is a medical device for surgeon composed of one software component. It is intended to be used as a pre-surgical planner for shoulder orthopedic surgery. BLUEPRINT 3D planning software runs on standard personal and business computers running Microsoft Windows or Mac OS operating systems. The software supports DICOM standard to import the CT-Scan (Computed Tomography) images of the patient. Only CT-Scan modality can be loaded with BLUEPRINT3D planning software. BLUEPRINT 3D planning software allows surgeon to visualize, measure, reconstruct, and annotate anatomic data. It allows surgeon to design patient specific guides based on the presurgical plan. This device is intended for use provided anatomic reference points necessary for positioning of the guide are present on the CT scan. The software leads to the generation of a surgery report along with a 3D file of the patient-specific guide. BLUEPRINT 3D planning software does not include any system to manufacture the guide. BLUEPRINT 3D planning software is to be used for adult patients only and should not be used for Diagnostic purpose.

BLUEPRINT™ Patient Specific Instrumentation is composed of two components: Aequalis Glenoid Guides (hardware) and BLUEPRINT 3D planning software (software). BLUEPRINT™ Patient Specific Instrumentation which includes the Aequalis Glenoid Guides and BLUEPRINT 3D planning software is the responsibility of Tornier is the legal manufacturer for the hardware and the software.

The hardware: The Aequalis Glenoid Guides are patient-specific instruments specially designed to facilitate the implantation of the Aequalis PerFORM shoulder prostheses and the Aequalis PerFORM + shoulder prostheses. The Aequalis Glenoid Guides are designed and manufactured based on a pre-operative plan generated only by the software BLUEPRINT™ 3D planning software.

The software: BluePrint 3D Planning software is composed of one software component connected to an Online Management System (OMS). The software installed on a computer is intended to be used by orthopedic surgeons, as a preoperative planning software for shoulder arthroplasty surgery (= total anatomic shoulder replacement). It is intended to help -plan an operation by allowing surgeons to: - position and select the glenoid implant, - design a patient specific pin guide.

Here's a breakdown of the acceptance criteria and the study that proves the device meets them, based on the provided text:

1. Table of Acceptance Criteria and Reported Device Performance

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

The document does not explicitly state the sample size used for the test set in the "Compare post-operative clinical data with pre-operative plans" study. It also does not specify the country of origin of the data or whether it was retrospective or prospective.

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

The document does not specify the number of experts used or their qualifications for establishing ground truth.

4. Adjudication Method for the Test Set

The document does not describe the adjudication method used for the test set.

5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

The document does not indicate that a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was done. The studies mentioned focus on the device's compatibility and accuracy rather than comparing human reader performance with and without AI assistance.

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

The document describes the "BLUEPRINT 3D planning software" as a "medical device for surgeon composed of one software component" intended to "assist in pre-operative surgical planning." This implies a human-in-the-loop scenario, where the software assists the surgeon. The study to "Perform tests of software features when the Aequalis PerFORM+ is selected" verifies the software's functionality and display, which seems to be a standalone test of the algorithm's output within the software environment. However, it's not a standalone performance study in the sense of the algorithm diagnosing or acting without human interpretation or intervention for clinical outcomes.

The "Compare post-operative clinical data with pre-operative plans" study indirectly assesses the software's effectiveness when used by surgeons, but it's still about the overall patient-specific solution, including the guide.

7. The Type of Ground Truth Used

For the study "Compare post-operative clinical data with pre-operative plans to verify the accuracy of the patient-specific solution in Aequalis PerFORM+ configuration", the ground truth is derived from post-operative clinical data, specifically assessing the "correct positioning of the main pin." This suggests an objective measurement from actual surgical outcomes.

For the other two validation methods, "technical, biological, and clinical equivalences" and "no dysfunction of the software features," the ground truth would be based on predefined technical specifications, biological assessments, and functional requirements of the software, as well as presumably expert review of the software's output.

8. The Sample Size for the Training Set

The document does not provide information on the sample size used for the training set for the BLUEPRINT 3D planning software.

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

The document does not provide information on how the ground truth for the training set was established. Since it is pre-surgical planning software, it's possible that historical CT-scans and corresponding surgical outcomes or expert annotations were used, but this is not specified.

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