Autoimmune post-infantile giant cell hepatitis: a case report and review of the literature
Bibliographic record
Abstract
Giant cell hepatitis (GCH) is a rare entity in adults that is characterized by large multinucleated hepatocyte formation and parenchymal inflammation. We present a case of acute liver failure in a 33-year-old woman secondary to autoimmune hepatitis (AIH). A liver biopsy revealed submassive hepatocyte necrosis consistent with GCH. We conducted a literature review of 187 reported cases of post-infantile GCH in adults. AIH was the most commonly reported cause of GCH, but GCH was associated with a wide spectrum of etiologies, including infections, rheumatological diseases, hematological diseases, malignancies, and medications. The severity of disease can range from mild hepatitis to fulminant hepatic failure. The mortality rate among the cases in the literature was 18.82%. GCH is managed by treating the underlying cause, and ribavirin has been proposed as a treatment option for idiopathic GCH. A small number of patients progress to requiring orthotopic liver transplant, but recurrence is possible post-transplant.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 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".