Hypertrophic Obstructive Cardiomyopathy Associated with Moderate Aortic Stenosis in Symptomatic 75-Year-Old Female: A Case Report
Bibliographic record
Abstract
A 72-year-old female was found to have symptomatic hypertrophic obstructive cardiomyopathy associated with significant aortic stenosis. She was found to have severe left ventricular outflow tract obstruction, asymmetric septal hypertrophy, significant systolic anterior motion of the anterior mitral valve leaflet, and mitral regurgitation. She was also found to have moderate aortic stenosis that made the obstruction even worse which made the patient progressively symptomatic not responding to medical therapy. She eventually underwent cardiac surgery in form of left ventricular septal myomectomy and bioprosthetic aortic valve replacement (tissue AVR) with a size 23 tissue valve, aortic root enlargement with bovine pericardial patch. She is currently stable on optimal medical therapy, feels much better and stable cardiac-wise with much better quality of life.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".