Treatment of A Late Presenting Displaced Radial Neck Fracture in A 10 Years-old Girl
Bibliographic record
Abstract
Pediatric radial neck fractures are relatively common injuries resulting from a fall onto an outstretched arm. Late diagnosis and treatment of pediatric radial neck fractures are extremely rare. We report a case of a late-presenting displaced radial neck fracture in a 10-year-old girl, type III with translocation of the radial head on the neck. The child was seen in our department 120 days after the injury and was treated with open reduction and internal fixation with K-wire. The arm was immobilized and the K-wire was removed 6 weeks after insertion and the patient underwent a step-wise rehabilitation programme. Three months later, the patient was symptom free, had a normal carrying angle as well as an excellent range of movement with full pronation and supination. Early recognition, proper management and physical therapy led to complete recovery and full functional movement of the elbow. doi:10.4021/jmc267w
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".