Musculoskeletal manifestations and autoimmune diseases related to new biologic agents
Bibliographic record
Abstract
PURPOSE OF REVIEW: The anti-tumor necrosis factor agents are now widely used in the management of patients with rheumatoid arthritis, ankylosing spondylitis, psoriatic arthritis and juvenile inflammatory arthritis. One of the most common observations made during their use is the development of autoantibodies. The purpose of this paper is to review this phenomenon and its clinical implications. RECENT FINDINGS: While the development of different autoantibodies is a common encounter, rare cases of lupus-like syndromes have been reported. On the other hand, a variety of immune-mediated clinical manifestations have been described, including vasculitis and demyelinating syndromes. Rare cases of cytopenia and non-specific lung injuries have also been reported. SUMMARY: While these clinical complications are rare and isolated events, clinicians must be aware of their occurrence. The experience with the anti-tumor necrosis factor agents is rather short and new, unusual immune-mediated complications may still appear. Clinicians should be prepared to recognize them.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".