Liver Involvement in Systemic Lupus Erythematosus: Case Review of 40 Patients
Bibliographic record
Abstract
OBJECTIVE: Subclinical liver involvement is frequent in systemic lupus erythematosus (SLE). We sought to determine the presence of endstage liver disease in patients with SLE. METHODS: We carried out a retrospective chart review of our cohort of patients with SLE. Endstage liver disease was defined as presence or development of cirrhosis, portal hypertension, or hepatic encephalopathy. RESULTS: Forty patients with liver enzyme abnormalities were identified. Major clinical diagnostic groups were drug-induced (n = 4), viral hepatitis (hepatitis B or C and cytomegalovirus; n = 8), nonalcoholic fatty liver disease (NAFLD; n = 8), autoimmune hepatitis (AIH; n = 6), primary biliary cirrhosis (PBC; n = 3), and miscellaneous [n = 11; liver involvement from infection (2), cryptogenic cirrhosis (2), lymphoma (1), and indeterminate (6)]. There were no differences in mean age, total and direct bilirubin, or aspartate aminotransferase and alkaline phosphatase levels. Alanine aminotransferase levels were higher in the miscellaneous group. Biopsies were performed in 20 patients and showed changes of NAFLD (n = 5), AIH (n = 4), PBC (n = 3), hepatitis C (n = 3), and cryptogenic cirrhosis (n = 2), and 1 each with phenytoin-induced liver injury, hepatic granulomas due to systemic candidiasis, and lymphomatous involvement of the liver. The median followup was 44 months (range 10-576). The estimated 5-year serious liver disease-free survival was 93% (95% confidence interval 84%-100%). Eight patients died. Mortality was not directly related to liver disease in any patient. CONCLUSION: Complications of portal hypertension, cirrhosis, and hepatic encephalopathy are rare manifestations of SLE unless coexistent liver disease such as NAFLD, viral hepatitis, or AIH is present.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| 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".