The Evaluation of Arthroscopic Remplissage by High-Resolution Magnetic Resonance Imaging
Bibliographic record
Abstract
BACKGROUND: Arthroscopic remplissage is a novel procedure recently advocated for the treatment of large Hill-Sachs lesions with recurrent anterior glenohumeral instability. We have shown previously that infraspinatus tenodesis and Bankart repair reduce the risk of recurrent instability in high-risk patients. The ability to perform this procedure arthroscopically and without the need for bone grafting or an open approach makes this an appealing alternative to more traditional techniques. PURPOSE: To evaluate and characterize the postoperative appearance of the remplissage procedure on high-resolution magnetic resonance imaging (MRI) and to correlate these findings to clinical outcome (Western Ontario Shoulder Instability [WOSI] score, range of motion). STUDY DESIGN: Case series; Level of evidence, 4. METHODS: In patients who had undergone arthroscopic remplissage for recurrent glenohumeral instability with large Hill-Sachs defects, images were acquired with a 3-T protocol (and reviewed by 2 musculoskeletal radiologists) with the shoulder in the abduction-external rotation (ABER) and neutral positions at the time of the latest clinical examination. Measured parameters included signal intensity of tissue within the prior defect, signal intensity of the residual infraspinatus, degree of fatty infiltrate and muscle atrophy as a percentage of fat signal versus muscle signal (Goutallier grade), presence of marrow edema, and number of anchors in the defect. Functional scores were obtained with the WOSI questionnaire, and comprehensive range of motion data were recorded with a goniometer. RESULTS: In 11 patients with an average clinical follow-up of 18.0 months (range, 8.8-27.2 months), the average size of the Hill-Sachs deformity was 334.3 mm(3) (range, 93.6-825.1 mm(3)). The percentage of the deformity filled in with tendon was 75% to 100%, and the degree of atrophy was 0% to 25% for all patients studied. No defects were left unfilled. Two patients had granulation tissue filling the lesion, and 3 patients had fibrous tissue, while the rest of the patients had the MRI appearance of both granulation and fibrous tissue. Four of 9 patients had tendinopathy or partial tears of the residual infraspinatus tendon insertion, and 1 patient demonstrated residual bone marrow edema. The average number of anchors used was 1.4 (range, 1-3). The average WOSI score was 74.3% (range, 41.6%-99.2%), with an average external rotation loss of 5.8° (range, 0°-22°). One patient had recurrence of instability. CONCLUSION: Our data suggest that there is evidence of tendon incorporation and fill into the Hill-Sachs defect following arthroscopic remplissage at 8 months and beyond. Although MRI findings did not correlate with the clinical findings, patients were satisfied with the procedure and demonstrated minimal loss of external rotation (average, 5.8°) at early follow-up.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".