Sealing Intermediate Nonobstructive Coronary Saphenous Vein Graft Lesions With Drug-Eluting Stents as a New Approach to Reducing Cardiac Events
Bibliographic record
Abstract
BACKGROUND: The objective of this study was to assess the efficacy of sealing intermediate nonobstructive coronary saphenous vein graft (SVG) lesions with drug-eluting stents (DES; paclitaxel- or everolimus-eluting stents) for reducing major adverse cardiac events (MACE). METHODS AND RESULTS: This was a randomized controlled multicenter clinical trial that enrolled patients with a previous coronary artery bypass graft who had developed at least 1 intermediate nonobstructive SVG lesion (30%-60% diameter stenosis by visual estimation). Patients were randomized (1:1) to DES implantation (SVG-DES) or medical treatment (SVG-MT) of the target SVG lesion. The primary efficacy outcome was the first occurrence of MACE defined as the composite of cardiac death, myocardial infarction, or coronary revascularization related to the target SVG during the duration of follow-up (minimum of 2 years). Secondary efficacy outcomes included MACE related to the target SVG lesion and overall MACE. A total of 125 patients (mean age 70±9 years, 87% men) were included, with a mean time from coronary artery bypass graft of 12±5 years. Sixty and 65 patients were allocated to the SVG-DES and SVG-MT groups, respectively. There were no events related to the target SVG at 30 days. After a median follow-up of 3.4 (interquartile range: 2.8-3.9) years, the MACE rate related to the target SVG was not significantly different in the 2 groups (SVG-DES: 15.0%, SVG-MT: 20.0%; hazard ratio, 0.65; 95% confidence interval, 0.23-1.53; P=0.33). There were no significant differences between groups in MACE related to the target SVG lesion (SVG-DES: 10.0%, SVG-MT: 16.9%; hazard ratio, 0.53; 95% confidence interval, 0.20-1.43; P=0.21) or global MACE (SVG-DES: 36.7%, SVG-MT: 44.6%; hazard ratio, 0.73; 95% confidence interval, 0.42-1.27; P=0.26). CONCLUSIONS: Sealing intermediate nonobstructive SVG lesions with DES was safe but was not associated with a significant reduction of cardiac events at 3-year follow-up. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov. Unique identifier: NCT01223443.
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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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".