Abstract TP197: Early Direct Oral Anticoagulants Therapy After Ischemic Stroke In Patients With And Without Atrial Fibrillation:A Pooled Analysis Of Five Studies
Bibliographic record
Abstract
Introduction: Early anticoagulation after acute ischemic stroke is usually avoided due to the risk of hemorrhagic transformation (HT). We aimed to assess the rate of radiological HT associated with direct oral anticoagulant (DOAC) initiation within 48 hours vs. > 48 hours in the post-stroke period. Methods: A pooled analysis of five studies of DOAC initiation within 14 days of ischemic stroke onset was conducted. The primary endpoint was incident radiographic HT on follow-up imaging. Secondary endpoints included symptomatic HT, new parenchymal hemorrhage (PH1 or asymptomatic PH2), recurrent systemic events, systemic hemorrhagic complications, mortality within the study period, final modified Rankin Scale score. The results were reported as odds ratio (OR) with 95% confidence interval (CI). Results: A total of 468 patients were enrolled. Median infarct volume was 1.35 (0-7.5) ml, and National Institutes of Health Stroke Scale was 1 (0-3). Incident radiographic HT was seen on follow-up scan in 29 patients. DOAC initiation within 48 hours from index event onset was not associated with incident HT (adjusted OR 0.67, [0.31 - 1.50] P =0.34). No patients developed symptomatic HT. Conversely, 25 patients developed recurrent ischemic events, 64% of which occurred within 14 days. Initiating DOAC within 48 hours of onset was not associated with a reduction in the risk of recurrent ischemic events (OR 0.47, [0.19 - 1.20] P =0.12). In contrast to HT, recurrent ischemic events were associated with poor functional outcomes (OR=6.8, [2.95 - 15.63], p<0.0001). Conclusions: Early DOAC initiation after stroke was not associated with increased incident HT risk. Recurrent ischemic events were common and associated with poor outcomes. These data may be useful for estimating outcome rates and sample size calculations in future trials of early versus late DOAC initiation after AF-related stroke.
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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 | 0.016 | 0.020 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.013 | 0.031 |
| Bibliometrics | 0.006 | 0.006 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".