Acute combined collateral ligaments injury of the elbow without any fracture or dislocation-a case report
Bibliographic record
Abstract
INTRODUCTION: The combination of both collateral ligaments injury in the elbow without fractures or dislocations is not reported in the literature. CASE PRESENTATION: a case report of rare acute combined collateral ligaments injury of the elbow was treated surgically by repairing both collateral ligament complexes with two different approaches. CLINICAL DISCUSSION: Clinical examination at 3 months showed a stable elbow with a flexion arc from 0 to 140. 10 degrees residual varus laxity was observed. Pronation and supination were unrestricted. The patient experienced mild pain and was able to do push up and was completely satisfied with the result. CONCLUSION: The case presented is the first case presented in the literature with acute combined and isolated collateral ligaments injury of the elbow. Based on the clinical result obtained. We propose acute surgical approach of both collateral ligaments for such types of injury.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.005 | 0.003 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.006 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".