MétaCan
Menu
Back to cohort

Abstract 16398: Impact of Low-Dose Rivaroxaban Plus Aspirin on Total Vascular Events in Fragile Patients With Peripheral Artery Disease: Insights From VOYAGER PAD

2023· article· en· W4389944274 on OpenAlexaff
Mario Enrico Canonico, Cecilia C. Low Wang, Sebastian Debus, Mark R. Nehler, Manesh R. Patel, Sonia S. Anand, Warren H. Capell, Eva Muehlhofer, Lloyd Haskell, Scott D. Berkowitz, Rupert Bauersachs, Marc P. Bonaca

Bibliographic record

VenueCirculation · 2023
Typearticle
Languageen
FieldMedicine
TopicPeripheral Artery Disease Management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMedicineRivaroxabanAspirinPlaceboInternal medicineVascular diseaseAdverse effectAmputationCardiologySurgeryWarfarinAtrial fibrillation

Abstract

fetched live from OpenAlex

Background: Rivaroxaban 2.5 mg BID reduced major adverse limb events (MALE) and total vascular events in patients with symptomatic peripheral artery disease (PAD) after lower extremity revascularization (LER) in VOYAGER PAD. The safety and efficacy of rivaroxaban on MALE and total vascular events in fragile patients with PAD has not been described. Hypothesis and Methods: Patients were categorized as fragile based on prespecified criteria (age > 75 years or weight ≤ 50 kg or baseline eGFR < 50 mL/min). MALE was defined as composite of acute limb ischemia (ALI) and major amputation. Total vascular events include cardiovascular, MALE, peripheral revascularizations and venous thromboembolism events. Same-day vascular events are consolidated into a single event. The main safety outcome was TIMI major bleeding. Results: A total of 1,669 (25%) subjects of 6,564 randomized were categorized as fragile at baseline. Rivaroxaban reduced the risk of MALE particularly in fragile (HR 0.56; 95% CI 0.38 - 0.81) vs non-fragile patients (HR 0.82; 95% CI 0.67 - 1.00, p-interaction 0.07, figure upper panel) with the benefits in fragile patients driven by reduced ALI (HR 0.47; 95% CI 0.30 - 0.75). Rivaroxaban reduced the occurrence of total vascular events at 3 years in fragile patients with absolute rates of 82.1 events/100 patients on rivaroxaban vs 99.3 events/100 patients on placebo (HR 0.81; 95% CI 0.68 - 0.98). Similar benefit was seen in non-fragile patients 70.4 events/100 patients on rivaroxaban vs 81.6 events/100 patients on placebo, HR 0.90; 95% CI 0.81-1.00 (figure, lower panel). Rivaroxaban increased TIMI major bleeding similarly in fragile (HR 1.66; 95% CI 0.87 - 3.19) and non-fragile (HR 1.37; 95% CI 0.83 - 2.24, p-interaction 0.65). Conclusions: In a high-risk PAD population rivaroxaban reduces MALE and total vascular events and increases bleeding regardless of fragile status. These data may assist in personalization of antithrombotic therapy in this high-risk population.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

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.

Opus teacher head0.011
GPT teacher head0.247
Teacher spread0.236 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueCirculationSame topicPeripheral Artery Disease ManagementFrench-language works237,207