Longstanding Nonunion of Metatarsal Fractures in an Adult Patient with Autosomal Dominant Osteopetrosis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
CASE: Osteopetrosis is a genetic condition that impairs bone turnover as the result of defects in osteoclast function and abnormal ossification of bone. Autosomal dominant osteopetrosis is often mild; however, the impaired fracture healing, increased density, and hardness of osteopetrotic bone present technical challenges for surgeons leading to complications with both nonoperative and operative treatment modalities. In this case report, we describe a patient treated empirically with ultrasonic bone stimulation for nonunion of fractures of multiple metatarsals after a failure of conventional therapy. CONCLUSION: Ultrasonic bone stimulation may have a role in optimizing nonoperative management of osteopetrosis-related fractures in adults.
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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