Abstract 4367796: Walking Impairment Questionnaire score declines after lower extremity revascularization are linked to adverse cardiovascular events and rivaroxaban dose not affect walking ability
Bibliographic record
Abstract
Backgrounds: The Walking Impairment Questionnaire (WIQ) is a validated tool for assessing patient reported outcomes related to walking in patients with peripheral artery disease (PAD). The clinical outcomes associated with WIQ changes after successful lower extremity revascularization (LER) over time are not well described. Research Questions: We aimed to evaluate the outcomes associated with change in WIQ score after LER and whether WIQ was effected by rivaroxaban. Methods: This study was conducted on 4,448 participants of the VOYAGER PAD trial who had WIQ data available at both 1 and 12 months. Individuals who experienced unplanned LER, major amputation, or acute limb ischemia (ALI) during this period were excluded. The difference in total WIQ scores between the 1- and 12-month time points was calculated, and the degree of change was classified into 5 categories using 5-point increments. Total events of the primary efficacy outcome—a composite of ALI, major amputation for vascular causes, myocardial infarction, ischemic stroke, or cardiovascular death—occurring beyond 12 months were evaluated across categories of total WIQ score changes. The change in WIQ scores was compared between the rivaroxaban and placebo groups. Results: After LER, 13.5% exhibited total WIQ score worsening more than 10 points during the 12-month follow-up period, while 16.9% showed an improvement of ≥10 points (Figure 1). Patients who experienced ≥10 points decline in the total WIQ score between 1 and 12 months had a higher rate of primary efficacy outcome (hazard ratio [HR]: 1.95 [1.37–2.77]), major adverse cardiovascular events (HR: 1.57 [1.08–2.28]), major adverse limb events (HR: 3.74 [1.64–8.50]), unplanned revascularization (HR: 2.78 [1.84–4.18]), and coronary artery disease(CAD)/PAD hospitalization (HR: 1.99 [1.58–2.51]) compared with those who improved WIQ score (Figure 2). The independent factors associated with a decline of ≥10 points in WIQ score included older age, current smoking, symptomatic CAD, and endovascular treatment. There was no difference in WIQ score changes between rivaroxaban and placebo groups (Figure 2). Conclusion: In this post-hoc analysis of VOYAGER PAD trial, patients who experienced ≥10 points decline in total WIQ score over the 12-month follow-up after LER were at a greater risk of adverse cardiovascular and limb events compared with those who improved WIQ score. There was no association between treatment with rivaroxaban and WIQ score changes.
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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 | 0.001 | 0.002 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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".