Clinical Experience with Alefacept in Canadian Patients with Psoriasis: The Amevive Wisdom Acquired from Real-world Evidence (AWARE) Study
Bibliographic record
Abstract
Background Alefacept was the first biologic therapy approved for the treatment of chronic plaque psoriasis in Canada. Objective The AWARE study was an observational phase IV study whose main goal was to describe the outcomes of alefacept treatment in a broad population of Canadian psoriasis patients. Methods A total of 426 patients with chronic plaque psoriasis were enrolled from 37 clinics across Canada. Patients were treated with up to two courses of alefacept and followed for up to 60 weeks. Results The majority of patients had a moderate to marked response to alefacept treatment. Treatment with concomitant systemic therapy was discontinued or reduced in up to a third of subjects. Forty percent completed the entire follow-up period without receiving a second course of alefacept. Conclusion In routine clinical settings in Canada, alefacept is an effective and safe option for the treatment of a wide range of patients with psoriasis.
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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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".