Exploring Newer Topical Therapies for Inflammatory Skin Diseases: A Guide for Rheumatologists
Bibliographic record
Abstract
Understanding the pathogenesis of many inflammatory skin diseases and their associated signalling pathways has revealed multiple promising therapeutic targets. Given the chronic nature of many of these conditions, products with long-term safety and efficacy are desired. While topical corticosteroids have been the mainstay of topical therapies for years, they are burdened by concerns over long-term safety (i.e., atrophy, striae, telangiectasias), risk of absorption with systemic glucocorticoid side effects, and patient apprehension regarding steroid use. Similarly, topical calcipotriol and retinoids may be ineffective and can cause irritation. Although topical calcineurin inhibitors (i.e., pimecrolimus, tacrolimus) have been approved for atopic dermatitis, their off-label use for many inflammatory conditions may be limited by tolerability issues such as stinging and burning, and lack of effectiveness. The emergence of newer targeted small molecules for topical application, including topical phosphodiesterase-4 inhibitors (PDE4i), topical Janus kinase inhibitors (JAKi), and a therapeutic aryl hydrocarbon modulating agent (TAMA), offer promising new options and will be reviewed here and summarized in Table 1.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".