Emerging paradigm shift toward proactive topical treatment of psoriasis: A narrative review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Psoriasis (PsO) requires safe and effective long‐term management to reduce the risk of recurrence and decrease the frequency of relapse. Topical PsO therapies are a cornerstone in the management of PsO though safety concerns limit the chronic, continuous use of topical corticosteroids and/or vitamin D 3 analogs. Evidence‐based guidelines on optimal treatment targets and maintenance therapy regimens are currently lacking. This review explores the evidence supporting approaches to maintenance topical therapy for PsO including continuous long‐term therapy, chronic intermittent use, step‐down therapy, sequential or pulse therapy regimens, and proactive maintenance therapy. Several unaddressed questions are discussed including how and when to transition from acute to maintenance therapy, strategies for monitoring long‐term treatment, the role of topical maintenance therapy in the context of systemic and biologic therapies, risks of maintenance therapy, prescribing a topical preparation suitable for patients' preferences and skin type, and key concepts for patient education to maximize long‐term outcomes. Overall, emerging evidence supports a paradigm shift toward proactive treatment once skin is completely clear as a strategy to enhance disease control without compromising safety.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| 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 | 0.001 | 0.000 |
| 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 it