MétaCan
Menu
Back to cohort
Record W4403662848

BIMZELX<sup>®</sup> (Bimekizumab-bkzx) Injection, for Subcutaneous Use.

2024· article· en· W4403662848 on OpenAlexaff
Aditya K. Gupta, Avantika Mann, Kimberly Vincent, William Abramovits

Bibliographic record

VenuePubMed · 2024
Typearticle
Languageen
FieldMedicine
TopicUrticaria and Related Conditions
Canadian institutionsMediprobe Research (Canada)University of Toronto
Fundersnot available
KeywordsComputer science
DOInot available

Abstract

fetched live from OpenAlex

(bimekizumab-bkzx) injection, for subcutaneous use, was approved in October 2023 for moderate to severe plaque psoriasis in patients aged ≥18 years. In three phase 3, randomized, double-blind, vehicle, and comparator-controlled studies (Be Vivid, Be Ready, and Be Sure), bimekizumab was investigated for the treatment of plaque psoriasis. The primary efficacy end point was psoriatic area and severity index (PASI) 90 (patients with 90% improvement in PASI from baseline) and investigator's global assessment (IGA) score of 0 (clear skin)-1 (almost clear skin) as well as ≥2-point improvement from baseline at week 16. In the Be Vivid study, patients were randomized into the bimekizumab, placebo, and ustekinumab groups. PASI 90 score was achieved by 85% (273/321) in the bimekizumab group, 5% (4/83) in the placebo group, and 50% (81/163) in the ustekinumab group. IGA 0/1 score was achieved by 84% (270/321) in the bimekizumab group, 5% (4/83) in the placebo group, and 53% (87/163) in the ustekinumab group. In the Be Ready study, patients were randomized into bimekizumab and placebo groups. PASI 90 score was achieved by 91% (317/349) in the bimekizumab group and 1% (1/86) in the placebo group. IGA 0/1 score was achieved by 93% (323/349) in the bimekizumab group and 1% (1/86) in the placebo group. In the Be Sure study, patients were randomized into two bimekizumab groups (receiving different bimekizumab regimens) and one adalimumab group. PASI 90 score was achieved by 86.2% (275/319) in combined bimekizumab groups and 47.2% (75/159) in the adalimumab group. IGA 0/1 score was achieved by 85.3% (272/319) in combined bimekizumab groups and 57.2% (91/159) in the adalimumab group. Bimekizumab was well tolerated with no unexpected safety findings.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.513
Threshold uncertainty score0.520

Codex and Gemma teacher scores by category

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

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 head0.024
GPT teacher head0.240
Teacher spread0.216 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venuePubMedSame topicUrticaria and Related ConditionsFrench-language works237,207