Aggressive Cholesterol Pericarditis With Minimal Effusion Masquerading as Treatment-Refractory Autoimmune Disease
Bibliographic record
Abstract
A middle-aged woman with rheumatoid arthritis presented with treatment-refractory pericarditis. Symptoms persisted despite escalation of immunosuppression, and she had recurrent admissions for heart failure. Imaging revealed minimal pericardial effusion and a thickened pericardium. Invasive hemodynamics confirmed constrictive physiology, and a pericardiectomy was required. Pathology testing confirmed cholesterol pericarditis, a rare condition of inflammatory cholesterol deposits within the pericardium. Previous reports describe moderate-to-large volumes of gold-coloured pericardial fluid. This case illustrates that cholesterol pericarditis can present with minimal pericardial effusion and rapidly progress to pericardial constriction.
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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) | 0.001 | 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) | 0.001 | 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".