Acute Myocardial Infarction Followed by Acute Necrosis Cholecystitis and Sepsis: Treatment in Dilemma
Bibliographic record
Abstract
Studies showed a high risk of major adverse cardiac events if a non-cardiac surgery was performed early after coronary stenting. There is no literature about non-cardiac surgery early after acute myocardial infarction. We present a 66 years old woman suffered from fever and shiver on the 6th day after coronary stenting for acute myocardial infarction with continuously use of dual antiplatelet and anticoagulant drugs. Immediately after acute cholecystitis and gall stone were diagnosed by abdominal ultrasonography on the 7th day, we performed an emergency open cholecystectomy. The pathological examination showed acute hemorrhagic and necrosis cholecystitis and inflammation of surrounding tissues. Three days later, clopidogrel and aspirin was reinstituted to her with no major adverse cardiac events or surgery complications. doi:10.4021/jmc450w
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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 | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.004 |
| 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".