Bibliographic record
Abstract
BACKGROUND: The first Canadian Guidelines for the Management of Plaque Psoriasis were recently published, reflecting an evidence-based analysis of psoriasis therapies available in Canada. The guidelines advocate patient-centered psoriasis care in which physicians explore appropriate options to find safe therapies that patients will adhere to and be satisfied with over the long term. OBJECTIVE: To update the discussion in the guidelines regarding new and emerging therapies and trends in psoriasis clinical research. METHODS: Searches of Medline and clinicaltrials.gov were undertaken to identify new and emerging psoriasis therapies as of March 2009. RESULTS: Since May 2008, when published evidence was evaluated for the guidelines, one new drug, ustekinumab, has been approved for moderate to severe psoriasis. New formulations and combinations of existing drugs are expected to reach the Canadian market shortly. Novel agents continue to move through clinical development. CONCLUSION: With the introduction and removal of antipsoriatic therapies from the Canadian market, the therapeutic landscape continues to shift. An increasing number of head-to-head comparisons and the reporting of ambitious treatment outcomes will simplify physicians' evaluation of treatment options. Recognition of quality of life as a key goal of psoriasis treatment is another hopeful trend, consistent with the principles of patient-centered care.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".