A Case of Recurrent Takotsubo Cardiomyopathy: Not a Benign Entity
Bibliographic record
Abstract
Takotsubo cardiomyopathy is a relatively uncommon condition triggered by severe physical and/or emotional stress. It is characterized by transient ventricular wall dysfunction in the absence of coronary artery disease (CAD). Herein, we report a case of a 59-year-old female who had three episodes of recurrent Takotsubo cardiomyopathy. On each occasion, she presented with symptoms of acute coronary syndrome accompanied by left ventricular wall motion abnormalities; however, repeat cardiac catheterization failed to show CAD. Each recurrence resulted in resolution of her symptoms and recovery of left ventricular function. While emotional triggers were identified, on two occasions, the patient presented with ventricular fibrillation for which an implantable cardioverter defibrillator (ICD) was ultimately placed. We encourage clinicians to no longer look at Takotsubo cardiomyopathy as a benign, reversible disease process, but rather as a pathological entity with real, life-threatening complications that may be managed with ICD placement. J Med Cases. 2018;9(3):98-102 doi: https://doi.org/10.14740/jmc3011w
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".