Endovascular Treatment of Traumatic Intracranial Aneurysm in an Infant
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
SUMMARY: Traumatic intracranial aneurysms in children are rare and mostly related to skull fracture or rapid decelerating closed head injury.We report the case of an infant who developed intracranial aneurysm after minor head trauma and managed by endovascular treatment. A seven-month-old infant presented with delayed intracranial hemorrhage following minor head trauma. Cerebral angiography disclosed a multilobulated fusiform aneurysm involving the right anterior cerebral artery (ACA) distal to the anterior communicating artery. Endovascular treatment of the aneurysm was performed and the infant made an excellent recovery during six months clinical and radiological follow-up. Delayed presentation of intracranial hemorrhage with acute deterioration in the infant after head trauma warrants angiography for proper diagnosis and management of the traumatic aneurysm, which has a high mortality rate after rupture and rebleeding. Endovascular treatment of traumatic aneurysm is feasible in infants, and occlusion of distal intracranial arterial aneurysms can be safely and precisely achieved using current coil technology.
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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) | 0.001 | 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