An Unusual Case of Gastric Outlet Obstruction After Embolization of Gastroduodenal Artery Pseudoaneurysm
Bibliographic record
Abstract
Gastric outlet obstruction can occur secondary to intrinsic or extrinsic pathology. Historically peptic ulcer disease was the most common cause of gastric outlet obstruction but now malignancy-associated disease process is more common. Gastric outlet obstruction from mucosal ischemia caused by embolization of gastroduodenal artery is unheard of. This is due to the extensive blood supply of the stomach. We present an unusual presentation of gastric outlet obstruction in a patient with recent embolization of pancreatitis-induced pseudoaneurysm of the gastroduodenal artery. The diagnosis was confirmed with esophagogastroduodenoscopy, computed tomography, and upper gastrointestinal series. The case was managed conservatively with a clear liquid diet and proton pump inhibitors. Repeat upper endoscopies at 1 and 6 months after presentation confirmed disease resolution. No guidelines exist on the management of such cases due to the rarity of the disease.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.008 | 0.005 |
| 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".