Antithrombotic Therapy after Successful Catheter Ablation for Atrial Fibrillation
Bibliographic record
Abstract
BACKGROUND: Whether successful catheter ablation for atrial fibrillation eliminates the need for long-term oral anticoagulant therapy is unknown. METHODS: -VASc score (scores range from 0 to 9, with higher scores indicating a higher risk of stroke) of 1 or more (or ≥2 for women or for patients in whom vascular disease was a risk factor). Patients were randomly assigned to receive either aspirin (at a dose of 70 to 120 mg daily, depending on availability in the local jurisdiction) or rivaroxaban (at a dose of 15 mg) and followed for 3 years. Magnetic resonance imaging (MRI) of the head was performed after enrollment and at 3 years. The primary outcome was a composite of stroke, systemic embolism, or new covert embolic stroke (defined by ≥1 new infarct measuring ≥15 mm on MRI) at 3 years. RESULTS: A total of 641 patients were assigned to the rivaroxaban group and 643 to the aspirin group. A primary-outcome event occurred in 5 patients (0.31 events per 100 patient-years) in the rivaroxaban group and in 9 patients (0.66 events per 100 patient-years) in the aspirin group (relative risk, 0.56; 95% confidence interval [CI], 0.19 to 1.65; absolute risk difference at 3 years, -0.6 percentage points; 95% CI, -1.8 to 0.5; P = 0.28). New cerebral infarcts measuring less than 15 mm occurred in 22 of 568 patients (3.9%) in the rivaroxaban group and in 26 of 590 patients (4.4%) in the aspirin group (relative risk, 0.89; 95% CI, 0.51 to 1.55). Fatal or major bleeding (the composite primary safety outcome) had occurred in 10 patients (1.6%) with rivaroxaban and in 4 patients (0.6%) with aspirin (hazard ratio, 2.51; 95% CI, 0.79 to 7.95) at 3 years. CONCLUSIONS: Among patients who had had successful catheter ablation for atrial fibrillation at least 1 year earlier and had risk factors for stroke, treatment with rivaroxaban did not result in a significantly lower incidence of a composite of stroke, systemic embolism, or new covert embolic stroke than treatment with aspirin. (Funded by Bayer and others; OCEAN ClinicalTrials.gov number, NCT02168829.).
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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 | 0.004 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".