The Effects of the Degree of Mobility Reduction and Prespecified Risk Factors on Venous Thromboembolism Rates in Acutely Ill Medical Patients in the EXCLAIM Study.
Bibliographic record
Abstract
Abstract Introduction EXCLAIM showed a 44% reduction of the relative risk of venous thromboembolism (VTE) with extended-duration enoxaparin prophylaxis compared with placebo, following standard-duration prophylaxis in acutely ill medical patients (2.8% vs 4.9%; RR 0.56; 95% CI 0.39–0.80; p=0.001). We retrospectively assessed the effects of degree of reduced mobility and prespecified risk factors on the incidence of VTE in EXCLAIM. Methods EXCLAIM eligibility required a recent (≤3 days) reduction in mobility due to acute medical illness, an anticipated level 1 (total bed rest/sedentary; no bathroom privileges) or level 2 (level 1 with bathroom privileges) decreased mobility, and age ≥40 years. During the latter part of the study, a protocol amendment required patients with level 2 mobility to have ≥1 of 3 additional prespecified risk factors (history of cancer, history of VTE, age >75 years). Enrolled patients received enoxaparin 40mg SC od for 10±4 days. Randomized patients received double-blind therapy (enoxaparin 40mg SC od or placebo) for 28±4 additional days. Patients were screened for deep vein thrombosis with bilateral proximal lower extremity compression ultrasound after randomized therapy. A blinded committee adjudicated cases of suspected VTE and major bleeding. Results Of patients evaluable for VTE (pre- and post-amendment; n=4995), 42% had level 1 mobility. 43% with level 2 mobility met the amended eligibility criteria. The incidence of VTE was 3.2%. Treatment effects on VTE incidence and major bleeding rates were consistent within mobility groups, regardless of the presence of prespecified risk factors (Table). In patients with level 1 mobility, those with ≥1 prespecified risk factors had a higher VTE incidence than those without (4.8% vs 2.6%; p=0.007). In patients with level 2 mobility, those with ≥1 risk factors had a higher VTE incidence than those without (4.6% vs 1.9%; p<0.0001). Table: Effect of level of reduced mobility and prespecified risk factors on incidence of VTE and major bleeding in patients receiving extended-duration prophylaxis or placebo, following standard-duration prophylaxis Level of mobility and number of prespecified risk factors Extended-duration enoxaparin Extended-duration placebo p-value for interaction* *Non-significant p-value denotes consistent treatment effect among subgroups; n=5963 for assessment of bleeding VTE (%) Level 1 - no risk factors 2.1 3.0 0.36 Level + ≥1 risk factor 2.7 6.8 Level 2 - no risk factors 1.9 2.0 Level 2 + ≥1 risk factor 3.5 5.6 Major bleeding (%) Level 1 - no risk factors 0.4 0.0 1.00 Level 1 + ≥1 risk factor 0.6 0.0 Level 2 - no risk factors 0.8 0.4 Level 2 + ≥1 risk factor 0.8 0.4 Conclusion After acutely ill medical patients with reduced mobility received standard-duration VTE prophylaxis, the presence of prespecified risk factors was associated with an increased incidence of VTE, independent of the level of reduced mobility. The treatment effects of extended-duration prophylaxis with enoxaparin compared with placebo were consistent among subgroups.
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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 | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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".