Bibliographic record
Abstract
Coracoid fractures during screw insertion and graft osteolysis are serious concerns with standard screw fixation techniques in Latarjet procedure. This study tends to evaluate the outcome of mini open Latarjet using Arthrex mini-plate for coracoids graft fixation. We did retrospective analysis of 30 patients with recurrent anterior shoulder instability after arthroscopic Bankart9s repair. A low profile wedge plate (Arthrex) with two low profile screws was used for fixation of the coracoid graft. CT analysis was performed at final follow up to see graft union and results were evaluated using American shoulder and elbow score (ASES) and Western Ontario shoulder instability score (WOSIS). Mean follow up time was 24 months. Postoperatively, mean forward elevation was 162.8 degrees and external rotation was 44.6 degrees. All patients returned to their previous occupation. None reported to be having any recurrent subluxation post-surgery. The mean ASES score was 92.5 while the mean WOSIS score was 76.84%. Only one patient had screw backing out from the plate. There was no case of coracoid graft osteolysis. The mini-open Latarjet procedure with graft fixation with Arthrex mini-plate provides satisfactory outcome and stabilization in patients who present with dramatic bone loss and failed soft tissue reconstruction. It not only ensures early rehabilitation but also minimum loss of external rotation. The only drawback is the relatively high cost of the implant.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".