A New Closed Reduction Technique for the Treatment of Radial Neck Fractures in Children
Bibliographic record
Abstract
Displaced radial neck fractures in the skeletally immature patient are uncommon and can be difficult to reduce. We describe a new technique for the closed reduction of radial neck fractures in children. One of the authors (R.M.) has used this technique in treating 6 children with displaced radial neck fractures. This was a retrospective review carried out at a tertiary care hospital in Winnipeg, Manitoba, Canada. All charts and radiographs were reviewed. One patient underwent an ultrasound assessment to assist reduction (case 4). Average age of the patients was 9 years and 6 months. Average follow-up was 4.3 months. Closed reduction was successful in all patients. No patient went on to an open reduction. The results in this series using a newly described technique are encouraging, and there is consideration for its continued use.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".