Could the Material Wrapped Around the Heart Prevent Adhesion? A Case Report
Bibliographic record
Abstract
Adhesions around the heart might enhance the difficulty in performing the second heart surgery. These fibrin adhesions between epicardium and pericardium increase not only the cost, but also bleeding, duration of surgery and poor clinical outcomes. A patient, who had undergone mitral commissurotomy with the assistance of heart-lung machine (CPB) in 1998 and in whom a material that was considered to reduce adhesion had been wrapped around the heart, underwent cardiac re-surgery in 2014. No detailed information could be obtained about film barrier performed during the first surgery from the center where the surgery was performed. In our clinic, we observed the effect of the material wrapped around the heart during mitral valve replacement on adhesion. J Med Cases. 2015;6(10):474-476 doi: http://dx.doi.org/10.14740/jmc2292w
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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 | 0.003 | 0.006 |
| 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 | 0.001 |
| 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".