Bibliographic record
Abstract
Abstract Background Alveolar echinococcosis (AE) is a rare and potentially fatal disease caused by the parasite echinococcus multilocularis (EM). Humans are intermediate hosts who become infected through contact with definitive hosts (foxes, wolves, coyotes, dogs and cats) and ingestion of contaminated food and water. AE primarily affects the liver but has the potential for local or metastatic spread. It has a clinical latency time of 5-15 years and resembles a malignancy in appearance and growth, posing a challenge in diagnosis and management. Treatment includes benzimidazole therapy and surgical resection, however, removal of the entire parasitic mass is not always possible. Aims Present a case of hepatic AE involving the gallbladder, biliary tree, and spleen. Methods Case report. Results A 49-year-old farmer was admitted to a Saskatchewan hospital for a 2-week history of abdominal pain, jaundice, and progressive weight loss. Computed tomography (CT) of the abdomen and pelvis showed a necrotic mass in the gallbladder compromising the liver, splenic lesions and involvement of the biliary tree. The patient was given a preliminary diagnosis of metastatic cholangiocarcinoma and underwent a gallbladder biopsy which returned as echinococcus, confirmed with two liver biopsies and a positive EM nucleic acid test. He was then diagnosed with advanced hepatic AE with metastasis to the gallbladder, biliary tree, and spleen. The patient required a long-term hepatic drain and developed a hepatocutaneous fistula. While surgery is curative, his disease was too extensive for resection. He was started on Albendazole and received into our care for a liver transplant assessment 10 months later. Currently, there is limited literature on liver transplantation in advanced AE as it may not be curative. Additionally, subsequent immunosuppression may expedite residual parasite growth leading to aggressive disease recurrence. In this case, liver transplant would also require a splenectomy and excision of the hepatocutaneous fistula for complete parasite removal. Repeat CT of the abdomen and pelvis at thirteen months after the patient's initial hospitalization did not show disease progression. Given his stability on Albendazole, the added surgical complexity, and possibility of aggressive disease recurrence post liver-transplant, the multidisciplinary committee decided against liver transplant at this time. He continues to do well on Albendazole 15 months after initial presentation. Conclusions The reported mortality rate of AE is ampersand:003E 90% within 10-15 years of diagnosis if untreated or inadequately treated. This case highlights the complexities in management of advanced hepatic AE and the importance of early diagnosis and treatment with radical surgery. Although not curative, benzimidazole therapy is effective in slowing disease progression in unresectable cases. Further studies are needed to assess the role of liver transplantation in advanced hepatic AE. Funding Agencies None
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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) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".