Mortality and myocardial infarction following surgical versus percutaneous revascularization of isolated left anterior descending artery disease: a meta-analysis☆
Bibliographic record
Abstract
OBJECTIVE: Despite numerous studies comparing surgical versus percutaneous revascularization, the optimal treatment of patients with isolated left anterior descending (LAD) artery disease remains debated. We conducted a meta-analysis to study the early and mid-term outcomes following percutaneous and surgical treatment of isolated LAD disease. METHODS: Medline, EMBASE, and the Cochrane databases were searched and a hand search of bibliographies was conducted. Clinical data was extracted independently by two individuals. Random effects models were used to calculate pooled risk ratios (RR) and meta-regression was employed to explain study heterogeneity. Stratified analyses were conducted and a Funnel plot was used to assess publication bias. RESULTS: Eight randomized trials (1110 patients; median follow-up: 2.1 years, range: 0.5-5 years) and nine observational studies (12,209 patients; median follow-up: 3 years, range: 0.5-5.5 years) were identified and analyzed separately. Both randomized and observational studies demonstrated a beneficial effect of surgery compared to percutaneous therapy on mid-term major adverse cardiac events (MACE) (RR [95% CI]: 0.33 [0.24-0.46] for randomized and 0.32 [0.24-0.41] for observational studies). Studies with >1 year of follow-up demonstrated a beneficial effect of surgery compared to percutaneous therapy on combined mortality and MI rates for randomized (RR [95% CI]: 0.59 [0.35-0.98]) and observational studies (RR [95% CI]: 0.81 [0.65-0.99]). The start year was identified as a source of study heterogeneity. CONCLUSIONS: Surgical treatment of isolated LAD disease is associated with reduced MACE, reduced mortality, and MI rates at mid-term follow-up, as well as lower recurrence of angina. Evolution of treatment strategies may explain some of the variability between studies.
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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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.018 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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".