Single-Event Bilateral Modified Dunn Osteotomy for Bilateral Severe SCFE
Why this work is in the frame
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Bibliographic record
Abstract
CASE: A 13-year-old competitive basketball player presented with bilateral acute-on-chronic, unstable (1 side) slipped capital femoral epiphysis. He underwent a single-event bilateral modified Dunn capital realignment osteotomy and fixation. At 4 years postsurgery, he has excellent clinical function, has returned to playing competitive basketball, and has good radiological outcomes. CONCLUSION: A single-event bilateral modified Dunn osteotomy is an option for severe bilateral SCFE. Centers with the necessary setup and a dedicated hip team can attempt this procedure. Modified Dunn osteotomy can give rewarding results by restoring the anatomy, as evidenced by the return to competitive sports in the present case.
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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 it