Relationship Between ST-Segment Recovery and Clinical Outcomes After Primary Percutaneous Coronary Intervention
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: In patients with ST-segment elevation myocardial infarction undergoing thrombolytic therapy, the degree of ST-segment resolution (STR) correlates with long-term cardiovascular mortality. The long-term predictive value of STR after primary percutaneous coronary intervention (PCI) is less well understood. We sought to determine the long-term prognostic value of STR after primary PCI in ST-segment-elevation myocardial infarction. METHODS AND RESULTS: In a formal substudy from the Harmonizing Outcomes with Revascularization and Stents in Acute Myocardial Infarction (HORIZONS-AMI) trial, 2484 patients with ST-segment-elevation myocardial infarction undergoing primary PCI with interpretable baseline and 60-minute post-PCI electrocardiograms had at least 1 mm of baseline ST-segment elevation in ≥2 contiguous leads. Patients were categorized by the degree of STR at 60 minutes: (1) complete (>70%); (2) partial (30%-70%); and (3) absent (<30%). Absent, incomplete, and complete STR were achieved in 514 (20.7%), 712 (28.7%), and 1258 (50.5%) patients, respectively. STR <30% was associated with a greater likelihood of hypertension, diabetes mellitus, longer symptom onset to balloon time, lower left ventricular ejection fraction, and final thrombolysis in myocardial infarction flow <3. At 3 years, patients with STR<30% experienced a higher rate of major adverse cardiovascular events (death, reinfarction, ischemia-driven target vessel revascularization or stroke; 29.9% versus 20.1% versus 19.6%; P<0.0001), ischemia-driven target vessel revascularization (20.4% versus 14.0% versus 11.7%; P<0.001), and mortality (8.4% versus 5.0% versus 5.6%; P=0.03) than those with partial and complete STR, respectively. By multivariable analysis, STR<30% was an independent predictor of 3-year major adverse cardiovascular events (hazard ratio, 1.58; 95% confidence interval, 1.24-2.00; P=0.0002) and 3-year ischemia-driven target vessel revascularization (hazard ratio, 1.87; 95% confidence interval, 1.41-2.48; P<0.0001). CONCLUSIONS: In this large international study, absent STR 60 minutes after primary PCI was present in ≈1 in 5 patients with ST-segment-elevation myocardial infarction and was a significant independent predictor of major adverse cardiovascular events and target vessel revascularization at 3 years.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.004 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it