Metabolic Supplementation with Enhanced External Counterpulsation Improves Myocardial Function in Acquired Cardiomyopathy: A Case Report
Bibliographic record
Abstract
BACKGROUND: Cardiomyopathy is reflected in a deterioration of heart function, increased risk of developing arrhythmias, and the potential for sudden cardiac death. The use of enhanced external counterpulsation has been recommended for treating chronic stable angina in high-risk surgical patients. Furthermore, cells require adequate levels of adenosine triphosphate for the maintenance of integrity and function. Lower myocardial levels of adenosine triphosphate are commonly found with ischemia and heart failure. d-Ribose, a natural occurring carbohydrate, enhances the regeneration of adenosine triphosphate levels and improves diastolic function following ischemia. SUBJECT: We present a patient with cardiomyopathy and marked reduced cardiac function. CONCLUSIONS: This patient underwent enhanced external counterpulsation and metabolic supplementation, including d-ribose, and achieved a significant functional improvement.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".