Primary biliary cirrhosis with additional features of autoimmune hepatitis: Response to therapy with ursodeoxycholic acid
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Patients with primary biliary cirrhosis (PBC) may have additional features of autoimmune hepatitis (AIH). Corticosteroids usually contraindicated in PBC have been advocated for these patients. Patients with antimitochondrial antibody (AMA)-positive PBC from two previous randomized, controlled trials were assessed for features of AIH. Their biochemical, immunologic, and histologic responses to ursodeoxycholic acid (UDCA) versus placebo were compared with those without AIH features. The survival of patients testing positive or negative for antinuclear antibodies (ANA) was also examined. Features of AIH were defined by the presence of 2 or more of the following: 1) alanine transaminase (ALT) > 5 x the upper limit of normal (ULN); 2) immunoglobulin G (IgG) > 2 x ULN or positive anti-smooth muscle antibody (ASMA); and 3) moderate to severe lobular inflammation on pretreatment liver biopsy. Testing for AMA, ASMA, and ANA was done by immunofluorescence. The change in serum bilirubin, alkaline phosphatase (ALP), transaminases, IgM, and IgG from baseline to 2 years was compared. Of the 331 patients randomized, 16 (4.8%) had features of AIH (12 UDCA, 4 placebo). The median percent change in serum biochemistry and immunoglobulin values were similar in patients with PBC +/- features of AIH after 2 years of therapy with UDCA. Over 2 years, little change in histologic features of AIH was observed. Survival was similar for patients with PBC with and without ANA. In conclusion, features of AIH in PBC may be transient and response to UDCA therapy similar to patients with PBC without features of AIH.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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 it