Long-Term Outcomes of Pediatric Ischemic Stroke in Adulthood
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
This population-based study assesses the long-term impact of childhood stroke on function and independence in young adults. We undertook a cross-sectional outcome study of patients with arterial ischemic stroke and cerebral sinovenous thrombosis, beyond 18 years of age. We studied 26 patients; 21 arterial stroke, 5 cerebral sinovenous thrombosis, with 16 females. Mean age at assessment was 21.5 years, and mean follow-up time was 10.8 years. According to the modified Rankin Scale, final outcomes were 37% normal, 42% mild, 8% moderate, and 15% severe deficits. Risk factors for abnormal functional outcome included arterial ischemic stroke, presence of arteriopathy, and 1-year poststroke Pediatric Stroke Outcome Measure score ≥ 2 (P < .05). Most (77-84%) were independent in driving, relationships, and employment. Functional status at 1 year poststroke strongly predicts long-term outcome. Mental illness in one-quarter of young adults surviving childhood stroke represents an important direction for research.
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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