Early pneumopericardium after heart transplantation
Bibliographic record
Abstract
A 60-year-old woman with a history of dilated cardiomyopathy underwent heart transplantation. One month post discharge, she presented to clinic with low-grade fever and productive cough. Her chest radiograph showed air-fluid levels in the pericardial silhouette. Transthoracic echocardiogram showed a large complex pericardial collection with no evidence of cardiac tamponade. The patient was urgently taken to the operating room for exploration. A large "egg-shaped" mass in the pericardium measuring 10 × 12 cm with gaseous material was aspirated. As the posterior wall of the mass was firmly adhered to the right atrium, the capsule was incompletely excised. We present the case of a potentially life-threatening complication post transplantation that required surgical debridement and life-long antibiotic suppressive therapy. To our knowledge, this is the first report of purulent pericardial collection caused by Enterobacter cancerogenous. Further research is required to better understand the biology of this microorganism and the role it may play as a pathogen in immunocompromised patients following solid organ transplantation.
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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".