The use of a bolus of intravenous heparin while initiating heparin therapy in anticoagulation following transient ischemic attack or stroke does not lead to increased morbidity or mortality
Bibliographic record
Abstract
Intravenous heparin therapy is often used in patients presenting with transient ischemic attack (TIA) or stroke as either bridging therapy for anticoagulation with warfarin, or as primary therapy in suspected intracranial arterial dissection, crescendo TIAs, or suspected hypercoagulable states. We examined the use of a bolus of intravenous heparin at the start of anticoagulation during hospital admission for patients with TIA or stroke. A subgroup analysis of a prospective, single-blinded, randomized clinical trial was undertaken to examine the effect of providing an intravenous bolus of heparin prior to continuous intravenous maintenance heparin therapy. Pre-treatment clinical factors were comparable between subgroups. Thirty-three patients received a bolus at initiation of therapy and 173 patients did not. Patients receiving a bolus had a significantly higher first activated partial thromboplastin time at 6 h after initiation of therapy than patients without bolus (87.6 +/- 36.3 versus 61.0 +/- 8.1 s). Patients receiving bolus achieved an initial activated partial thromboplastin time greater than the minimum threshold for the therapeutic range of anticoagulation (> 60 s) sooner than patients without bolus (9.6 +/- 7.3 versus 14.5 +/- 10.8 h), but did not have a significantly greater chance of achieving therapeutic range (60-90 s). The fraction of time during which anticoagulation was therapeutic was similar between patients receiving bolus or not. There was no significant difference between the number of supratherapeutic coagulation results, total dosage of intravenous heparin received, complications due to anticoagulation, nor the times required for discontinuation of heparin and discharge from hospital between subgroups. The use of an intravenous heparin bolus during initiation of anticoagulation for TIA or stroke does not appear to be associated with greater risks and can achieve a minimum therapeutic range faster than therapy without heparin bolus.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".