Repair of a juxtarenal abdominal aortic aneurysm in a patient with situs inversus totalis using a retroperitoneal approach
Why this work is in the frame
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Bibliographic record
Abstract
Situs inversus totalis (SIT) is a rare condition characterized by the mirror image location of all of the thoracic and abdominal organs. There are only a handful of reports documenting the presence and repair of an abdominal aortic aneurysm in the setting of SIT. Here, we present a rare case of a juxtarenal abdominal aortic aneurysm repaired through a retroperitoneal approach in a patient with SIT. We demonstrate that the retroperitoneal approach is a safe and effective method to manage complex aortic aneurysm disease in a patient with SIT.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 it