Long-Term Psoriasis Control with Guselkumab, Adalimumab, Secukinumab, or Ixekizumab in the USA
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Biologics have revolutionized the management of psoriasis, but response to treatment varies. Loss of treatment efficacy may occur over time, requiring treatment switching or escalation. Claims data on persistence may be informative of real-world treatment outcome. This analysis described persistence and rates of remission of patients with psoriasis initiated on current biologics. METHODS: Adults with psoriasis initiated (index date) on guselkumab, adalimumab, secukinumab, or ixekizumab between 07/13/2017 and 07/31/2020 were identified in the IBM MarketScan Databases. Discontinuation (or end of persistence) was defined as gaps in index biologic supply of more than twice the labelled dosing interval or mode days of supply (> 120 days for guselkumab and > 60 days for adalimumab, secukinumab, and ixekizumab). The proportion of patients reinitiating index therapy post-discontinuation and the proportion achieving remission (proxy definition: no claims for psoriasis-related treatment post-discontinuation among patients with ≥ 6 months of follow-up post-discontinuation) were assessed. RESULTS: There were 3408 patients in the guselkumab (mean age: 47.9 years old; female: 47.1%), 8017 in the adalimumab (47.4 years old; 54.1%), 6123 in the secukinumab (49.4 years old; 54.2%), and 3728 in the ixekizumab cohorts (49.1 years old; 50.3%). The median time to discontinuation was 26.2 months in the guselkumab cohort and 9.9, 12.4, and 12.5 months in adalimumab, secukinumab, and ixekizumab cohorts, respectively. Among those who discontinued index therapy, 22.9% in the guselkumab cohort and 21.1%, 31.9%, and 32.0% in the adalimumab, secukinumab, and ixekizumab cohorts reinitiated it. Remission rates were 17.2% in the guselkumab cohort and 12.4%, 10.5%, and 9.0% in adalimumab, secukinumab, and ixekizumab cohorts, respectively. CONCLUSIONS: Patients on guselkumab showed trends toward better persistence and higher remission rates relative to other biologics. Finding patients who may be in remission suggests potential disease modification with current agents.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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) | 0.000 | 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 it