Open Repair of Inflammatory Abdominal Aortic Aneurysm and Aortocaval Fistula Using Retrograde Balloon Occlusion
Why this work is in the frame
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Bibliographic record
Abstract
PURPOSE: The purpose of this report is to describe a novel endovascular technique used to minimize blood loss during the open repair of an aortocaval fistula (ACF) in the context of an inflammatory abdominal aortic aneurysm (AAA). CASE REPORT: We describe a patient who presented to our hospital with a symptomatic infrarenal AAA which was discovered intraoperatively to contain a large ACF. The patient underwent successful transperitoneal open repair of the AAA with balloon occlusion of the inferior vena cava to obtain distal control of the vessel. CONCLUSIONS: Retrograde balloon occlusion of the inferior vena cava can be used to control hemorrhage during the open repair of an ACF, especially in the challenging setting of an inflammatory AAA.
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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 | 0.001 | 0.000 |
| 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 | 0.000 | 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