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Record W4321132006 · doi:10.33590/emjdermatol/10314045

Latest Highlights from Guselkumab in Psoriasis from EADV 2019

2019· article· en· W4321132006 on OpenAlexaff
Richard G. Langley, Andrew Blauvelt, April W. Armstrong, Ernesto J. Muñoz‐Elías, Kristian Reich

Bibliographic record

VenueEMJ Dermatology · 2019
Typearticle
Languageen
FieldImmunology and Microbiology
TopicPsoriasis: Treatment and Pathogenesis
Canadian institutionsDalhousie University
Fundersnot available
KeywordsMedicinePsoriasisTolerabilityClinical trialDermatologySecukinumabUstekinumabVenereologyInternal medicineAdverse effectPsoriatic arthritisAdalimumabTumor necrosis factor alpha

Abstract

fetched live from OpenAlex

Guselkumab was the first monoclonal antibody targeting the p19 subunit of IL-23 (IL-23p19) to be approved for the treatment of psoriasis. The registrational trials VOYAGE 1 and 2 established the efficacy and safety profile of guselkumab to Week 48 and demonstrated the superiority of guselkumab over placebo and adalimumab. A 5-year, open-label extension phase of both trials is currently ongoing. The poster and oral presentations reviewed here represent the latest data to emerge from the guselkumab clinical trial programme in psoriasis, as presented at the 28th European Academy of Dermatology and Venereology (EADV) Congress. The ECLIPSE study was the first head-to-head trial between guselkumab and the IL-17A inhibitor secukinumab. Both agents were the first to be approved in their respective class with proven efficacy for the treatment of moderate-to-severe psoriasis but, until now, no direct comparisons were available to assist clinical decision making. Together with efficacy and safety, ECLIPSE also sought to understand the differential impact of IL-23 versus IL-17 inhibition on the immune profile of psoriatic skin and effector cytokines, providing insights into their respective mechanisms of action. Switching focus to the long term, the latest 3-year safety data from VOYAGE 1 and 2 are now available to accompany the established 3-year efficacy profile, providing unprecedented insights into the long-term response and tolerability of guselkumab for the treatment of psoriasis.

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)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.012
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0040.002
Open science0.0010.001
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0120.006

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 head0.009
GPT teacher head0.216
Teacher spread0.207 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations1
Published2019
Admission routes1
Has abstractyes

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