Cardiac sarcoma presenting as tamponade
Bibliographic record
Abstract
Sarcomas are a broad group of neoplasm that originate from the mesenchymal layer and represent about 1% of malignancy in the adult population. We describe a 46-year-old woman with no prior medical history who presented with worsening dyspnea. Physical examination was significant for jugular venous distension and bilateral lower extremity edema. Chest Xray showed cardiomegaly. Echocardiography showed a normal ejection fraction of 65%, pericardial effusion with tamponade physiology and three epicardial masses. Patient had pericardiocentesis performed followed by pericardial window. Biopsy of pericardial mass showed morphologic and immunophenotypic findings supportive of diagnosis of malignant soft tissue sarcoma. Though this type of cancer is rare, malignancy should be included as one of the differential diagnoses of new-onset pericardial effusion in a young patient. Early diagnosis and referral to a specialized sarcoma center for treatment is recommended.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| 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".