Sonothrombolysis Augments Reperfusion in ST-Elevation Myocardial Infarction With Primary Percutaneous Coronary Intervention: Insights From the SONOSTEMI Study
Bibliographic record
Abstract
Reperfusion injury is common following primary percutaneous coronary intervention (PCI) in ST-elevation myocardial infarction. In a prospective Canadian single-arm study of 15patients, the use of myocardial contrast echocardiography with high mechanical index ultrasound impulses (sonothrombolysis) initiated prior to primary PCI resulted in 7 patients with pre-PCI thrombolysis in myocardial infarction-2/3 flow (46.7%). Following reperfusion, all 15 patients had thrombolysis in myocardial infarction-3 flow, and 14 patients achieved ST-segment resolution ≥ 50% at 30 minutes post-PCI (93.3%). At 90 days, 12 patients had normal left ventricular ejection fraction ≥ 50% (80.0%). Our results demonstrate the feasibility of a novel technique to enhance reperfusion in ST-elevation myocardial infarction and provide a rationale for a randomized Canadian study.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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 | 0.000 |
| 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".