Bibliographic record
Abstract
Retinoids are the most widely used agents for systemic treatment of psoriasis; as structural and functional analogs of vitamin A, they are involved in the regulation of several biologic functions. Acitretin is the oral retinoid currently used, alone or in combination with other treatments, for plaque type, erythrodermic, and pustular psoriasis. Due to its high teratogenic effect, therapeutic contraception is required for women taking the drug. Narrowband ultraviolet B (nbUVB, 311 +/- 2 nm) is effective for guttate and plaque-type psoriasis. At the molecular level, UV light acts (1) directly (type I reaction) inducing the formation of pyrimidine dimers that, in turn, cause a transient cellular growth arrest; and (2) indirectly (type II reaction) through the generation of reactive oxygen species that act on key molecules such as lipids (in particular lipid membranes), proteins, and nucleic acids. Several studies show that UV rays can cause a transient decrease in DNA, RNA, and protein synthesis. These events are accompanied by a temporary normalization of cell kinetics of psoriatic keratinocytes. Phototherapy is carried out 3 times a week alone or in combination with topical treatments and/or acitretin. Several studies have confirmed that oral retinoids together with nbUVB (ReUVB) reduce the recovery time and also the doses of both acitretin and nbUVB. The regimen is carried out treating the patient with acitretin alone (0.5 mg/kg bw) for 2 weeks, then the dose of acitretin is reduced to 0.3 mg/kg bw, and the nbUVB is added 3 times a week until complete resolution of disease. As retinoids exert an anticarcinogenic effect, the ReUVB regimen could lower skin cancer risk resulting from longterm UVB therapy.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.014 | 0.010 |
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".