Long-Term Outcomes of Pediatric Ischemic Stroke in Adulthood
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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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".