Pediatric Boutonniere Deformity After Blunt Closed Traumatic Injury
Bibliographic record
Abstract
The boutonniere deformity (BD) is a well-described condition in hand surgery. Treatment of acute traumatic BD includes splinting of the proximal interphalangeal joint in extension for 4 to 5 weeks, which often leads to acceptable results. However, the chronic BD is more problematic and often requires surgical intervention with poor functional outcomes. Boutonniere deformity is extremely rare in the pediatric population. We present the case of a 9-year-old girl who presented to the emergency department with an acute traumatic BD after a fall. Being an uncommon entity in this patient population, the patient was referred to the plastic surgery clinic and was subsequently treated appropriately with splinting, resulting in favorable results as early as 4 weeks. To our knowledge, this is the first reported case of BD in the pediatric patient population. Recognition and timely management of BD in a pediatric patient should not be overlooked to obtain favorable results.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| 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 | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".