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Record W4403061875 · doi:10.1007/s13555-024-01268-z

A Descriptive, Post Hoc Analysis of Efficacy and Safety of Risankizumab in Diverse Racial and Ethnic Patient Populations With Moderate-to-Severe Psoriasis

2024· article· en· W4403061875 on OpenAlexaff
Andrew Alexis, Melinda Gooderham, Shawn G. Kwatra, Ahmad Amin, Susan S. Taylor, Ramon Espaillat, Trisha A. Rettig, Tianshuang Wu, Linyu Shi, Mark I Kaldas, Deanne M. Dilley, Ranjeeta Sinvhal, Chudy I. Nduaka, Benjamin Lockshin

Bibliographic record

VenueDermatology and Therapy · 2024
Typearticle
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsQueen's University
FundersAbbVie
KeywordsPost-hoc analysisEthnic groupMedicinePsoriasisPost hocDescriptive statisticsInternal medicineDermatologyPolitical scienceStatisticsMathematics

Abstract

fetched live from OpenAlex

INTRODUCTION: Historically, patients with skin of color are underdiagnosed with psoriasis and underrepresented in clinical trials. In this study, we assess the efficacy and safety of risankizumab in patients with moderate-to-severe plaque psoriasis by race and ethnicity in the open label extension LIMMitless (NCT03047395). METHODS: Patients received continuous treatment with 150 mg risankizumab through their initial trial and the open label extension. Patients self-identified their race and ethnicity. Efficacy was assessed using Psoriasis Area Severity Index (PASI) and Dermatology Life Quality Index (DLQI). Safety is reported by events/100 patient-years. RESULTS: A total of 897 patients (race: 662 White, 196 Asian, 25 Black or African American, 14 Other; ethnicity: 98 Hispanic or Latino, 799 non-Hispanic or Latino) were included in this analysis. Compared to baseline, patients had a mean percent reduction in PASI between 94.6% (Asian) and 99.3% (Black or African American) and reported mean percent improvements in DLQI ranging from 87.1% (Asian and Black or African American) to 93.7% (Hispanic or Latino) at week 100. CONCLUSION: While the data presented here comprise a small retrospective descriptive analysis and cannot detect statistical differences, efficacy of risankizumab for the treatment of moderate-to-severe plaque psoriasis appears similar across the racial and ethnic groups studied and no new safety signals were detected.

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 imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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.

Opus teacher head0.026
GPT teacher head0.267
Teacher spread0.240 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2024
Admission routes1
Has abstractyes

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