Prophylactic heparin in acute intracerebral hemorrhage: a propensity score-matched analysis of the INTERACT2 study
Bibliographic record
Abstract
BACKGROUND: Indication and timing of pharmacological venous thromboembolism prophylaxis in intracerebral hemorrhage patients is controversial. AIMS: To determine whether use of subcutaneous heparin during the first 7 days after spontaneous intracerebral hemorrhage increases risks of death and disability. METHODS: Data are from the Intensive Blood Pressure Reduction in Acute Cerebral Hemorrhage Trial (INTERACT2) study. Patients with acute intracerebral hemorrhage (<6 hours) and elevated systolic blood pressure were included; patients received subcutaneous heparin following local best practice standards of care. Multivariable logistic regression and propensity score matched analysis were used to determine associations of heparin use on death and disability (modified Rankin scale) at 90 days. RESULTS: In 2525 patients with available data, there were 465 (22.5%) who received subcutaneous heparin. They had higher death or major disability at 90 days in crude (odds ratio 2.29, 95% confidence interval 1.85-2.84; p < 0.001), adjusted (odds ratio 1.62, 95% confidence interval 1.26-2.09; p < 0.001) and propensity score matched (odds ratio 2.06, 95% confidence interval 1.53-2.77; p < 0.001) analyses. In propensity score matched analysis, heparin-treated patients had significant lower mortality (odds ratio 0.55, 95% CI 0.35-0.87; p = 0.01) but greater major disability (odds ratio 1.68, 95% confidence interval 1.25-2.28; p < 0.001) at 90 days. However, no mortality difference was found in analysis restricted to 48-hour survivors. CONCLUSIONS: Use of subcutaneous heparin is associated with poor outcome in acute intracerebral hemorrhage, driven by increased residual disability. Despite the limitations of this study, and no clear relation of heparin with bleeding risk, we recommend careful consideration of the need for venous thromboembolism prophylaxis with heparin in intracerebral hemorrhage patients. TRIAL REGISTRATION: http://www.clinicaltrials.gov NCT00716079.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".