Chronic abdominal pain and Budd-Chiari syndrome: A relentless quest for an underlying neoplastic etiology
Bibliographic record
Abstract
In this article, we report on a 62-year-old non-cirrhotic male presenting to the emergency department (ED) with chronic abdominal pain, anorexia, and weight loss. Upon initial presentation, physical exam was unremarkable, other than for sarcopenia and splenomegaly. Initial imaging studies revealed a large thrombosis from the iliac vein to the right atrium of the heart. Following discharge, the patient re-consulted to the ED four months later and was re-admitted in renal failure and ascites. The diagnosis of Budd-Chiari syndrome (BCS) was established. Positive immunohistochemistry confirmed a neoplastic ideology of epithelial nature. This case offers a unique perspective on the clinical presentation of secondary BCS, necessitating a consideration in the differential diagnosis of a para-vascular cause. In this case, chronic abdominal pain, often overlooked, may necessitate further workup to establish a clinical diagnosis.
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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 | 0.003 |
| 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 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| 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".