Acute myocardial infarction due to coronary thrombosis caused by blunt chest trauma
Bibliographic record
Abstract
A 65-year-old man presented to the emergency department following an anterior chest trauma. He had significant chest pain and chest X-ray was significant for revealed multiple rib fractures and negative. CT scan of the chest ruled out pulmonary embolism or aortic dissection. However, few hours later he developed hypotension requiring admission to medical intensive care unit and intravenous vasopressors. Further workup showed ST elevation myocardial infarction involving the anterior ECG leads. Emergent coronary angiography was performed with intervention to the mid-left anterior descending occlusion. Cardiogenic shock resolved and patient was discharged few days later. One-year follow-up with echocardiogram showed stable ischaemic cardiomyopathy with improved left ventricular ejection fraction to 50%.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".