Sclerosing Mesenteritis Presenting as Hilar Cholangiocarcinoma Causing Recurrent Chylous Ascites and Gastric Outlet Obstruction
Bibliographic record
Abstract
Sclerosing mesenteritis is a rare spectrum of disease that results in chronic inflammation and fibrosis of the abdominal mesentery. Its heterogeneous presentation, nondiagnostic imaging, and pathology findings make diagnosis challenging. In this study, we present the first reported case of hilar sclerosing mesenteritis resulting in chylous ascites, gastric outlet obstruction, and duodenal perforation. Diagnosis was made after extensive investigations including computed tomography imaging, magnetic resonance cholangiopancreatography, positron emission tomography scan, bidirectional endoscopy, endoscopic ultrasound, and diagnostic laparoscopy. While initially mistaken for hilar cholangiocarcinoma, the patient has significant clinical improvement with corticosteroids and now remains in symptomatic and radiographic remission on low-dose prednisone and tamoxifen.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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".