Duodenal ganglioneuromatosis causing common bile duct obstruction in a dog
Bibliographic record
Abstract
A 3‐year‐old intact female labrador retriever dog was presented for anorexia, weight loss and vomiting. Abdominal ultrasonography revealed a mass of the descending duodenum involving the major duodenal papilla with loss of the normal intestinal wall layering. The distal part of the common bile duct was circumferentially thickened obliterating its lumen and causing extrahepatic biliary obstruction. Exploratory laparotomy was undertaken, total descending duodenum excision with gastrojejunostomy, cholecystojejunostomy and pancreaticojejunostomy procedures were performed. The dog died 3 days postoperatively. Histopathological and immunohistochemistry examinations of the specimens from the duodenectomy demonstrated multinodular to diffuse intestinal ganglioneuromatosis. This is the first reported case of an intestinal ganglioneuromatosis, a rare hyperplastic proliferation of ganglion cells and nerves of the enteric autonomic nervous system, involving the duodenum and causing extrahepatic biliary obstruction.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| 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 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".