Child Abuse with Thoracolumbar Fracture-Dislocation Treated with Pedicle Screw Fixation in a 2-Year-Old
Why this work is in the frame
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Bibliographic record
Abstract
CASE: A nonverbal 2-year-old boy presented with acute-on-chronic thoracolumbar fracture-subluxation with associated chylothorax and progressive neurologic dysfunction secondary to nonaccidental trauma. We discussed the successful management of this patient with short-segment pedicle screw instrumentation resulting in complete resolution of his chylothoraxes and neurologic impairment. A clinical follow-up is reported out to 12 months after hardware removal. CONCLUSION: Thoracolumbar fracture-subluxation with massive chylothorax is a rare and important presentation of nonaccidental trauma that must be recognized. Temporary pedicle screw fixation is a successful treatment option for young children presenting with this difficult spinal pathology.
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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 | 0.001 |
| 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