Abstract 14170: Reduction in Venous Thromboembolism With Rivaroxaban versus Placebo in Peripheral Artery Disease After Lower Extremity Revascularization: Insights From VOYAGER PAD
Bibliographic record
Abstract
Background: Prior studies suggest that atherosclerotic vascular disease may be associated with risk of venous thromboembolism (VTE), though the relationship remains uncertain and has not been well-studied in peripheral artery disease (PAD) after lower extremity revascularization (LER). Hypothesis: We hypothesized that patients with PAD undergoing LER are at risk for VTE and that this risk may be reduced by low-dose rivaroxaban plus aspirin versus aspirin alone. Methods: VOYAGER PAD randomized 6,564 PAD patients undergoing LER to rivaroxaban 2.5 mg twice daily or placebo on a background of aspirin 100 mg daily. Clopidogrel was allowed for up to 6 months. Patients could not be enrolled if they had an indication for therapeutic anticoagulation, including secondary prevention of VTE. Symptomatic VTE was a prespecified secondary endpoint. Results: Over a median of 28 months, there were 66 patients with VTE. In patients randomized to placebo, risk for VTE accrued steadily after randomization at a rate of ~0.5% per year resulting in a 3-year rate of 1.66%. Compared with placebo, rivaroxaban reduced the risk of VTE by 39% (HR 0.61, 95% CI 0.37-1.00, p=0.047), with benefit apparent early and sustained over time (Figure). The efficacy of rivaroxaban was not modified by use of clopidogrel at randomization (without clopidogrel HR 0.55, 95% CI 0.29, 1.07; with clopidogrel HR 0.69, 95% CI 0.32, 1.48; p-interaction = 0.67). Conclusions: PAD is associated with continuous and linearly increasing risk for VTE after LER. A strategy of low-dose rivaroxaban plus aspirin versus aspirin alone reduced this risk by 39% with benefits apparent early and continued over time. The addition of clopidogrel does not modify this benefit. VTE, along with arterial thrombotic events, is part of the adverse thrombotic risk profile in PAD patients, and low-dose rivaroxaban plus aspirin provides protection against venous and arterial thrombosis.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".