Recurrent Aortic Aneurysms In Behçet Disease
Bibliographic record
Abstract
The following is a case of a 22-year-old male with recurrent thoracic aneurysms with several constitutional symptoms, including gastrointestinal discomfort, irritable bowel syndrome, lactose intolerance, and a 2-week history of severe lower back pain. The patient underwent an initial thoracoabdominal repair of a visceral aneurysm followed by endovascular repair of a recurrent thoracic pseudoaneurysm. The etiology of the visceral aneurysm was initially hypothesized to be mycotic; however, further information revealed signs and symptoms consistent with the diagnostic criteria for Behçet disease (BD). We suggest that BD be considered in younger patients who present with an aortic aneurysm. Although open repair is the traditional approach for arterial lesions in BD, the role for endovascular intervention should be considered as it represents a surgical repair with a significant reduction in morbidity.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".