Histopathology of Psoriasis Treated With Zinc Pyrithione
Bibliographic record
Abstract
Psoriasis is still a relatively poorly understood inflammatory dermatosis that is resistant to many therapies. Because the pathogenesis is poorly understood, rational treatment is elusive. Until recently, the North American public was able to achieve successful resolution with an over-the-counter topical preparation marketed for dandruff and seborrheic dermatitis called SkinCap, which has now been withdrawn from the market. The purpose of this study was to examine the histologic changes induced by this preparation in a well-developed psoriatic plaque. Serial punch biopsies were taken over a 2-week period during which time SkinCap was applied topically twice daily. The biopsies were examined histologically, and features were evaluated semiquantitatively. The classic histologic features of psoriasis resolved completely over 2 weeks, with the reversal beginning with disappearance of neutrophils and the most striking finding being prominent apoptosis at 48 hours. The mechanism of this normalization is unknown. Hypotheses include blockage of cytokine and growth factor effect at some level and induction of apoptosis.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 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 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".