Role of Agents other than Tumor Necrosis Factor Blockers in the Treatment of Psoriatic Arthritis
Bibliographic record
Abstract
Psoriatic arthritis (PsA) is a systemic inflammatory disease characterized by possible peripheral and axial joint involvement, enthesitis, dactylitis, and skin and nail disease. It affects up to one-third of psoriatic patients, and may be associated with comorbidities such as cardiovascular and metabolic diseases. The usually prescribed initial treatment of moderate-severe PsA is methotrexate, which may be accompanied or replaced by a tumor necrosis factor (TNF) inhibitor such as etanercept, infliximab, or adalimumab. However, some patients may become unresponsive (or have contraindications) to available anti-TNF agents and require alternative treatment. The aim of this review is to describe the potential role of some new immunomodulatory agents.
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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) | 0.004 | 0.001 |
| 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".