Severe transaminitis in a paediatric patient with systemic lupus erythaematosus and a discussion of the literature
Bibliographic record
Abstract
A 15-year-old African-American girl with known systemic lupus erythaematosus (SLE) presented to the emergency room with fever, abdominal distension, pain and vomiting. She was found to have severe transaminitis on laboratory examination, which prompted further work up including imaging and liver biopsy. Although complete diagnostic criteria were not met, histology was suggestive of autoimmune hepatitis (AIH). She was treated with steroids and azathioprine with good response and resolution of liver function tests. Availability of the literature discussing patients of any age with SLE and AIH is minimal, and consists mostly of small case series and some case reports. The juvenile literature on SLE and AIH occurring in the same patient is even scarcer and should be further studied at a multicentre level.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".