Abstract TP456: Coated-platelets Levels After Subarachnoid Hemorrhage Predict Post-discharge Short-term Cognitive Outcome
Bibliographic record
Abstract
Introduction: Delayed cerebral ischemia (DCI) is a determinant of short-term and long-term morbidity after subarachnoid hemorrhage (SAH). DCI is likely due to neurohumoral activation and inflammation-thrombosis cross-talk during the acute phase. Coated-platelets (CP), a subset of procoagulant platelets, contribute to systemic thrombogenicity and are associated with recurrent ischemic stroke. Hypothesis: We hypothesized that high CP levels during first 3 weeks of SAH (acute hospitalization) would be associated with worse short-term clinical outcome. Methods: A prospective cohort of 28 patients with post-discharge clinical follow-up (average 12 weeks) was studied. Outcomes were assessed using modified Rankin Scale (mRS) and Montreal Cognitive Outcome Assessment (MOCA). Blood samples to measure CP levels were performed - 1) during acute hospitalization and 2) at follow-up visit (defined as patient’s baseline). Trend of CP during acute hospitalization was analyzed against weighted mean baseline CP level to test hypothesis. Results: Average age of cohort was 52.6±12.2 years with 71.5% women. During acute phase 9 (32.1%) patients developed symptomatic vasospasm and 14 (50%) had DCI on imaging. Baseline CP levels did not differ (p=0.118) between patients with MOCA ≥26 (41.3%, n=13) and MOCA <26 (29.5%, n=15). However, patients with MOCA <26 had significantly higher CP levels during first 5 days than baseline (50.4% vs 29.5%, p=0.0004). These levels decreased by 1.77%/day from 6-21 days as compared to 1.55%/day for patients with MOCA ≥26 (p=0.723). In contrast, 20 (71.4%) patients with mRS 0-2 had average baseline CP levels of 37.3% vs 8 (28.6%) with mRS 3-6 having CP levels of 31.7%. For patients with mRS 0-2 and mRS 3-6, CP levels increased from baseline during first 5 days after SAH by 10.3% and 16.5% respectively (not statistically significant). Rate of CP decrease during 6-21 days was 1.43%/day and 2.02%/day (p=0.259) for mRS 0-2 and mRS 3-6 respectively. Conclusion: Elevated CP levels during the acute phase of SAH are strongly associated with lower MOCA scores at 12 weeks but not with higher mRS assessment. These results suggest that increased thrombogenicity after SAH leads to cognitive impairment despite good physical outcomes.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".