Acute Myocardial Infarction Complicated by Death in a Young Medically Free Female: A Case Report
Bibliographic record
Abstract
Cardiovascular disease, and particularly myocardial infarction (MI), is the leading cause of disability and death in women worldwide. Young females with MI have previously been disregarded from inclusion in mass epidemiological research and clinical trials due to the physiologically protective properties of oestrogen. Moreover, young women who present with chest pain are often not considered at a risk for MI, which often delays workup and timely intervention, and they remain an unrecognised and under-treated subgroup. We report a case of a 22-year-old, medically free female with MI, with no traditional risk factors, complicated by a final, unfortunate outcome of death. This case report highlights the need to thoroughly investigate the prevalence, symptoms, and types of acute MI in young female patients, as well to create validated tools to assess the risk factors associated with this subgroup.
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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 | 0.013 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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".