Dilated Cardiomyopathy in a Young Man with Polysubstance Use
Bibliographic record
Abstract
ABSTRACT La consommation excessive chronique d’alcool est la principale cause d’une cardiomyopathie dilatée acquise. Ici, nous rapportons un cas d’un homme de 25 ans souffrant d’un trouble grave de l’alcoolisme, qui présente un prodrome viral et se trouve dans un choc cardiogénique secondaire à une cardiomyopathie dilatée non-ischémique. Ce cas souligne la pathophysiologie de l’exposition chronique à l’éthanol sur la fonction cardiaque et l’importance du dépistage précoce dans le cas d’une consommation à risque. Chronic excessive alcohol consumption is the leading cause of an acquired dilated cardiomyopathy. Here we report a case of a 25-year-old male with a severe alcohol use disorder, who presents with a viral prodrome and is found to be in cardiogenic shock secondary to a nonischemic dilated cardiomyopathy. The case highlights the pathophysiology of chronic ethanol exposure on cardiac function and the importance of early screening for risky drinking.
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".