Abstract WP112: Thrombolysis for AIS in the Unwitnessed or Extended Therapeutic Time Window: A Systematic Review and Meta-Analysis
Bibliographic record
Abstract
Introduction: We sought to assess the utility of intravenous thrombolysis (IVT) treatment in acute ischemic stroke (AIS) patients with unclear symptom onset time or outside the 4.5 hour time window, selected by advanced neuroimaging. Methods: We performed random-effects meta-analyses on the unadjusted and adjusted for potential confounders associations of IVT (alteplase 0.9 mg/kg) with the following outcomes: 3-month favorable functional outcome [FFO, modified Rankin Scale (mRS) scores: 0-1], 3-month functional independence (FI, mRS-scores: 0-2), 3-month mortality, 3-month functional improvement (assessed with ordinal analysis on the mRS-scores), symptomatic intracranial hemorrhage (sICH) and complete recanalization (CR). Results: We identified 4 eligible RCTs (859 total patients). In unadjusted analyses IVT was associated with higher likelihood of 3-month FFO (OR=1.48, 95%CI:1.12-1.96), FI (OR=1.42, 95%CI:1.07-1.90), sICH (OR=5.28, 95%CI:1.35-20.68) and CR (OR=3.29, 95%CI:1.90-5.69), with no significant difference in the odds of all-cause mortality risk at three months (OR=1.75, 95%CI: 0.93-3.29). In the adjusted analyses IVT was also associated with higher odds of 3-month FFO (OR adj =1.62, 95%CI:1.20-2.20), functional improvement (OR adj =1.42, 95%CI: 1.11-1.81) and sICH (OR adj =6.22, 95%CI: 1.37-28.26). There was no association between IVT and FI (OR adj =1.61, 95%CI: 0.94-2.75) or all-cause mortality at three months (OR adj =1.75, 95%CI: 0.93-3.29). No evidence of heterogeneity was evident in any of the analyses (I 2 =0). Conclusion: IVT in AIS patients with unknown symptom onset time or elapsed time from symptom onset more than 4.5 hours, selected with advanced neuroimaging, results in a higher likelihood of complete recanalization and functional improvement at three months despite the increased risk of sICH.
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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 | 0.013 | 0.030 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.018 | 0.030 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".