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Record W4294771018 · doi:10.14309/ajg.0000000000001987

Long-Term Outcomes of Early vs Delayed Responders to Vedolizumab and Adalimumab: A Post Hoc Analysis of the VARSITY Study

2022· article· en· W4294771018 on OpenAlexaff
Neeraj Narula, Emily C L Wong, John K. Marshall, Vipul Jairath, Parambir S. Dulai, Walter Reinisch

Bibliographic record

VenueThe American Journal of Gastroenterology · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsWestern UniversityMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsVedolizumabMedicineInternal medicinePost-hoc analysisAdalimumabGastroenterologyUlcerative colitisLogistic regressionDisease

Abstract

fetched live from OpenAlex

INTRODUCTION: It is uncertain whether patients with ulcerative colitis (UC) and delayed symptomatic response to therapy have as robust and durable a response as earlier responders to therapy. We compared clinical outcomes of early and delayed responders to vedolizumab and adalimumab for patients with moderate-severe UC. METHODS: This was a post hoc analysis of the VARSITY study. Patients with early partial Mayo score (PMS) remission (PMS ≤1 at week 4/6 of therapy) were compared with those with delayed PMS remission (PMS ≤1 at week 14 and not week 4/6). Differences in proportions of patients achieving week 52 clinical remission (CR) (PMS = 0), endoscopic improvement (EI) (Mayo endoscopic subscore ≤1), and histoendoscopic mucosal improvement (HEMI) (Mayo endoscopic subscore ≤1 and Geboes score highest grade <3.2) were assessed. Confounders were adjusted for using multivariate logistic regression. RESULTS: A total of 147 vedolizumab-treated and 110 adalimumab-treated patients attained early or late PMS remission. Those who attained early PMS remission with vedolizumab were more likely to attain week 52 CR than participants with delayed PMS remission with vedolizumab (69.1% [67/97] vs 50.0% [25/50], aOR 2.43 [95% CI 1.11-5.33], P = 0.027). Week 52 HEMI was more likely among early vedolizumab PMS remitters (63.9% [62/97] vs 40.0% [20/50], aOR 2.60 [95% CI 1.20-5.62], P = 0.015). Week 52 EI was similar between early and delayed PMS remitters to vedolizumab. No differences were observed in week 52 CR, EI, or HEMI between early and delayed PMS remitters to adalimumab. DISCUSSION: Patients with UC who achieve early PMS remission with vedolizumab have greater odds of week 52 remission compared with delayed responders.

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)0.004
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
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.007
GPT teacher head0.255
Teacher spread0.248 · 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

Citations10
Published2022
Admission routes1
Has abstractyes

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