Vasculitis of the gallbladder in early rheumatoid arthritis
Bibliographic record
Abstract
Vasculitis secondary to rheumatoid arthritis (RA) usually occurs in patients with high circulating titres of rheumatoid factor and established, chronic disease. Vasculitis of the gallbladder causing acute cholecystitis is an extremely rare manifestation of rheumatoid vasculitis. To our knowledge, this is the first case in which vasculitis occurred early in the course of disease. We report the case of a localised gallbladder vasculitis in a 74-year-old, newly diagnosed male patient with RA. He presented with acute abdominal pain, a history of constitutional symptoms and a 1-week history of polyarthritis of his wrist and hands. Cholecystitis was diagnosed clinically and radiologically and he underwent a laparoscopic cholecystectomy. Histopathology of the gallbladder confirmed cholecystitis and gallstones but in addition found small vessel vasculitis and rheumatoid nodules. This case illustrates that rheumatoid vasculitis can occur early in the onset of RA. Additionally, although rare, the gallbladder can be a site of localised rheumatoid vasculitis.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| 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".