Ischemic vs. Nonischemic Cardiomyopathy in TAVR for Moderate Aortic Stenosis: A TAVR UNLOAD Sub Analysis
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
•This exploratory analysis of the Transcatheter Aortic Valve Replacement to UNload the Left ventricle in patients with ADvanced heart failure trial did not identify evidence of a differential treatment effect of transcatheter aortic valve replacement compared to clinical aortic stenosis surveillance according to cardiomyopathy etiology (ischemic versus nonischemic) in patients with heart failure with reduced ejection fraction and moderate aortic stenosis.•The study was underpowered to definitively exclude a potential modifying effect of cardiomyopathy etiology, and any differential treatment response may require longer follow-up to become apparent.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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 it