Fixed Combination Halobetasol Propionate and Tazarotene Lotion for Plaque Psoriasis.
Bibliographic record
Abstract
A novel fixed combination lotion containing the super-potent corticosteroid halobetasol propionate 0.01% and retinoid tazarotene 0.045% (Duobrii™) has recently been introduced and indicated for the treatment of moderate to severe plaque psoriasis in adults. Studies have shown that there is synergy between the ingredients and that the product can be safely used intermittently for up to 1 year. Treatment success (i.e., Investigator Global Assessment [IGA] of clear/almost clear [IGA 0/1] and at least a 2-grade improvement from baseline) occurred in 58.8% of participants at some point in a 1-year clinical trial. Persistence of treatment success is common after treatment discontinuation. Most treatment-emergent adverse events are application site reactions, mild to moderate in intensity, and occur primarily during the first 12 weeks. Counselling should be considered to optimize treatment outcomes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.008 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".