A Reflectable Case of Obstructive Sleep Apnea in an Infant With Crouzon Syndrome
Bibliographic record
Abstract
Obstructive sleep apnea has recently drawn attention as a cause of sudden death among infants. Life-threatening obstruction of the upper airway is encountered in patients with syndromic craniosynostosis. Early definitive management of obstructive sleep apnea can conquer this critical situation. Although early tracheostomy can solve the problem, successful early midfacial distraction has been reported. In this report, a reflectable case of sudden death caused by a severe obstructive sleep apnea attack at home just before the midfacial distraction, during the waiting period for the surgery of midfacial distraction, is described. The authors stress the importance of preoperative care of the upper airway and the early definitive treatment using distraction osteogenesis for midfacial hypoplasia in infantile syndromic craniosynostosis.
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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".