Usefulness of Global Left Ventricular Longitudinal Strain for Risk Stratification in Low Ejection Fraction, Low-Gradient Aortic Stenosis
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: The objective of this study was to examine the impact of left ventricular (LV) global longitudinal strain (GLS) measured at rest and at dobutamine stress echocardiography on the outcome of patients with low LV ejection fraction and low-gradient aortic stenosis. METHODS AND RESULTS: Among the 202 patients with low LV ejection fraction (≤40%), low-gradient aortic stenosis (mean transvalvular gradient <40 mm Hg and indexed aortic valve area ≤0.6 cm(2)/m(2)) prospectively enrolled in the multicenter True or Pseudo-Severe Aortic Stenosis study, 126 patients with resting GLS and 73 patients with stress GLS available were included in this substudy. Three-year survival rate was 49% in patients with rest GLS <|9|% compared with 68% in patients with GLS >|9|% (P=0.02). In a multivariable Cox model adjusted for age, coronary artery disease, projected aortic valve area at a normal flow rate and type of treatment (aortic valve replacement versus conservative), rest GLS <|9|% (hazard ratio, 2.18; P=0.015) remained independently associated with all-cause mortality. GLS <|10|% measured during dobutamine stress echocardiography was also independently associated with mortality (hazard ratio, 2.67; P=0.01). In the subset of patients with stress GLS (n=73), the χ(2) of the multivariable model to predict all-causes mortality was 21.96 for stress GLS versus 17.78 for rest GLS. CONCLUSIONS: GLS is independently associated with mortality in patients with low LV ejection fraction, low-gradient aortic stenosis. Stress GLS measured during dobutamine stress echocardiography may provide incremental prognostic value beyond GLS measured at rest. Hence, measurement of GLS at rest and during dobutamine stress echocardiography may be helpful to enhance risk stratification in low LV ejection fraction, low-gradient aortic stenosis. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT01835028.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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