Left Ventricular Apical Papillary Fibroelastoma Resection via Mediastinoscope through the Aortic Valve
Bibliographic record
Abstract
This case report describes a novel minimally invasive technique for complete resection of a cardiac papillary fibroelastoma by directly visualizing the mass via an intraoperative mediastinoscope placed through the aortic valve. A 68-year-old man presented to the emergency department with two episodes of transient ischemic attack. Echocardiography demonstrated a pedunculated, mobile mass in the left ventricular apex. Cardiac surgery was consulted, and complete resection of the fibroelastoma was carried out by inserting a mediastinoscope through the aortic valve and into the left ventricle, whereby the mass was directly visualized and excised with biopsy forceps. There were no postoperative complications, and at 1-year follow-up, the patient had no further evidence of embolic events.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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) | 0.000 | 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".