Massively distended, necrotic and hemorrhagic gallbladder in a long-term octreotide-treated patient with added everolimus
Bibliographic record
Abstract
INTRODUCTION: Long-term treatment with somatostatin analogs, such as octreotide, is well known to promote gallstones formation. Immunosuppressive therapy in renal transplantation is also associated with increased occurrence of gallstones. But acute cholecystitis develops only in a few cholelithiasis patients. However, it is not known whether long-term somatostatin analog therapy and immunosuppressants aggravate the severity of disease if the patient develops cholecystitis. CASE PRESENTATION: We present a case of severe cholecystitis in a patient with metastatic carcinoid cancer on octreotide long-acting release therapy for seven years with newly added immunosuppressant, everolimus. DISCUSSION: Cholelithiasis as well as cholecystitis develop more often in patients on somatostatin analogs and immunosuppressants than in general population. However, morbidity remains negligible. CONCLUSION: No conclusion can be drawn on the contribution of somatostatin analogs and immunosuppressant in the occurrence of severe cholecystitis. Prophylactic cholecystectomy is not indicated in patients with this medication.
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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 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".