Scalp psoriasis: a review of current topical treatment options
Bibliographic record
Abstract
The scalp is the most common site of disease involvement at the onset and throughout the course of psoriasis. For many patients, psoriasis of the scalp is the most difficult aspect of their disease; yet, despite a wide range of therapy options and an extensive literature base, scalp psoriasis remains difficult to treat, highlighting a long-standing unmet need for the effective treatment of scalp psoriasis. A review of past and current medical literature reveals that a number of interesting therapeutic approaches have been used in the treatment of scalp psoriasis. The diverse and sometimes extreme therapeutic approaches, the marginal benefit of many topical agents, the paucity of controlled studies evaluating the efficacy of topical agents in the treatment of scalp psoriasis and the high level of patient dissatisfaction with currently available treatments for psoriasis all support the need for new, effective and well-tolerated treatment options for scalp psoriasis.
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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) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".