Exercise Oscillatory Ventilation: A Potential New Risk Factor for Sudden Cardiac Death in Hypertrophic Cardiomyopathy
Bibliographic record
Abstract
Other than the traditional risk factors for sudden cardiac death (SCD) in hypertrophic cardiomyopathy (HCM) - detected by means of anamnesis, Holter monitoring, exercise testing, echocardiography and cardiac magnetic resonance imaging - exercise oscillatory ventilation (EOV), detected by cardiopulmonary exercise testing (CPET), has recently been observed in patients with HCM. EOV is considered as one of the most important independent risk factors for morbidity, mortality and SCD in patients with reduced, as well as with preserved ejection fraction. Considering HCM as a prototype of heart failure with preserved ejection fraction, we would like to present a short, specific review concerning EOV as a potential new risk factor for SCD in HCM.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| 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".