Burkitt Lymphoma Mimicking as Pancreas Adenocancer With Liver Metastases
Bibliographic record
Abstract
Primary lymphomas of the pancreas are uncommon and Burkitt lymphoma (BL) involving pancreas is very rare. It is important to recognize this entity because it can resemble adenocarcinoma of the pancreas but its management is entirely different. We describe a case of synchronous pancreatic, duedonal and liver involvement of BL in a 34-year-old man who presented with acute pancreatitis. Abdominal computed tomography revealed a hypoechogenic area within the head of the pancreas and multiple hypoechogenic areas in the liver. Upper gastrointestinal (GI) endoscopy revealed multiple ulcerated polypoid lesions in the duodenum. Percutaneous fine-needle aspiration biopsy of the liver lesions and endoscopic biopsy of duedonal lesions revealed BL. This is an unusual presentation of BL with pancreatic, duedonal and liver involvement which mimicks as pancreas adenocarcinoma with liver and duedonal metastases. J Med Cases. 2017;8(10):315-317 doi: https://doi.org/10.14740/jmc2899w
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".