Longer- Versus Shorter-Duration Dual-Antiplatelet Therapy After Drug-Eluting Stent Placement
Bibliographic record
Abstract
BACKGROUND: The appropriate duration of dual-antiplatelet therapy (DAPT) after drug-eluting stent (DES) placement remains controversial. PURPOSE: To summarize data on clinical outcomes with longer- versus shorter-duration DAPT after DES placement in adults with coronary artery disease. DATA SOURCES: Ovid MEDLINE and EMBASE, 1996 to 27 March 2015, and manual screening of references. STUDY SELECTION: Randomized, controlled trials comparing longer- versus shorter-duration DAPT after DES placement. DATA EXTRACTION: Two reviewers screened potentially eligible articles; extracted data on populations, interventions, and outcomes; assessed risk of bias; and used the Grading of Recommendations Assessment, Development and Evaluation guidelines to rate overall confidence in effect estimates. DATA SYNTHESIS: Among 1010 articles identified, 9 trials including 29,531 patients were eligible; data were complete for 28,808 patients. Moderate-quality evidence showed that longer-duration DAPT decreased risk for myocardial infarction (risk ratio [RR], 0.73 [95% CI, 0.58 to 0.92]) and increased mortality (RR, 1.19 [CI, 1.04 to 1.36]). High-quality evidence showed that DAPT increased risk for major bleeding (RR, 1.63 [CI, 1.34 to 1.99]). LIMITATION: Confidence in estimates were decreased owing to imprecision for most outcomes (particularly myocardial infarction), risk of bias from limited blinding in 7 of 9 studies, indirectness due to variability in use of first- and second-generation stents, and off-protocol use of DAPT in some studies. CONCLUSION: Extended DAPT is associated with approximately 8 fewer myocardial infarctions per 1000 treated patients per year but 6 more major bleeding events than shorter-duration DAPT. Because absolute effects are very small and closely balanced, decisions regarding the duration of DAPT therapy must take into account patients' values and preference. PRIMARY FUNDING SOURCE: None.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| 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 | 0.000 | 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 teacher head, 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".