Retroperitoneal Fibrosis During Etanercept Therapy for Rheumatoid Arthritis
Bibliographic record
Abstract
Retroperitoneal fibrosis (RPF) is a rare disease characterized by fibroinflammatory tissue surrounding the abdominal aorta and frequently encasing the ureter 1 . Empirical therapy includes high doses of corticosteroids as first-line treatment, and in some refractory cases immunosuppressive agents such as azathioprine, mycophenolate mofetil, or tamoxifen 1 . However, some patients fail to respond to immunosuppressive treatment. New drugs are needed for this patient subset. Catanoso, et al reported the case of a woman with idiopathic RPF whose condition improved after receiving infliximab, a monoclonal antibody directed against tumor necrosis factor- (TNF-) 2 . In contrast, we describe the cases of 2 patients who developed RPF while receiving etanercept, a soluble receptor, another TNF- blocker for RA. In the Rheumatology Department of Clermont-Ferrand Teaching Hospital, 2 patients with rheumatoid arthritis (RA) developed RPF while receiving TNF- blockers for RA.
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 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) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".