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Record W4402100088 · doi:10.1093/ecco-jcc/jjae128

Achievement of Endoscopic Remission After Induction Reduces Hospitalization Burden in Crohn’s Disease: Findings From a Pooled Post Hoc Analysis of Risankizumab and Upadacitinib Phase III Trials

2024· article· en· W4402100088 on OpenAlexaff
Remo Panaccione, Christopher Ma, Vipul Jairath, Axel Dignaß, Namita Joshi, R. M. Clark, Jenny Griffith, Kristina Kligys, Monika Semwal, Zachary D. Smith, Dominic Mitchell, Dominic Nunag, Marc Ferrante

Bibliographic record

VenueJournal of Crohn s and Colitis · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsWestern UniversityUniversity of Calgary
FundersAbbVie
KeywordsMedicineDiscontinuationCrohn's diseaseConfidence intervalInternal medicineMaintenance therapyPost-hoc analysisRandomized controlled trialClinical endpointClinical trialGastroenterologySurgeryDiseaseChemotherapy

Abstract

fetched live from OpenAlex

BACKGROUND: Endoscopic remission has emerged as an important treatment target in Crohn's disease (CD) and has been associated with improvement in long-term outcomes. We examined the relationship between achievement of endoscopic remission and hospitalizations using pooled data from 52-week Phase III maintenance trials of risankizumab and upadacitinib in patients with moderate-to-severe active CD. METHODS: Included patients received maintenance therapy after achieving a clinical response following a 12-week induction with risankizumab or upadacitinib. Endoscopic remission was defined as a Simple Endoscopic Score for Crohn's Disease (SES-CD) of no greater than 4, with at least a 2-point reduction vs induction baseline and no subscore greater than 1. All subsequent hospitalization events were recorded until completion of the maintenance trial or discontinuation. Exposure-adjusted negative binomial regression models were estimated to assess the relationship between post-induction endoscopic remission and long-term hospitalization, controlling for demographics, clinical variables, and treatment arm. RESULTS: Post-induction hospitalization rates were lower in patients who achieved endoscopic remission at the end of the induction period. In multivariable models, post-induction endoscopic remission was independently associated with incidence rate ratios of 0.45 (95% confidence interval [CI], 0.22-0.95, p = 0.036) and 0.71 (95% CI, 0.44-1.14, p = 0.156) for long-term disease-related and all-cause hospitalizations, respectively. CONCLUSIONS: Week 12 endoscopic remission is independently associated with a reduction in 52-week disease-related hospitalizations. However, achieving this stringent endpoint within 12 weeks of therapy may be challenging. Endoscopic response may be a more realistic early endoscopic target in the post-induction timeframe. Additional research is needed to evaluate early achievement of alternative endoscopic endpoints in CD.

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)0.040
metaresearch head score (Gemma)0.055
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.212

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0400.055
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0070.028
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0010.002
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 head0.010
GPT teacher head0.287
Teacher spread0.277 · 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 designMeta-analysis
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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