Conservative Management of Large Traumatic Supratentorial Epidural Hematoma in the Pediatric Population
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND/AIMS: Conservative management of traumatic epidural hematomas is being recognized as a safe alternative to surgical treatment in asymptomatic children. There is still debate about the maximal size of epidural hematoma that should be tolerated before deciding for surgery. METHODS: We report - through a retrospective cohort study from a single institution - a series of 16 conservatively managed traumatic epidural hematomas of more than 15 mm thickness. RESULTS: 14 patients (88%) were successfully treated using conservative management. Two patients required surgery. These 2 patients had the only 2 documented high-velocity injury mechanisms. All patients had a Glasgow Outcome Scale of 5/5 on follow-up. CONCLUSION: Conservative management with close observation is a safe alternative even in this population of voluminous hematomas. Injury velocity may be a contributing factor for failure of conservative management in this population.
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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 | 0.001 | 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