MétaCan
Menu
Back to cohort
Record W3109834978 · doi:10.1093/ibd/izaa301

Histologic Remission Is Associated With Lower Risk of Treatment Failure in Patients With Crohn Disease in Endoscopic Remission

2020· article· en· W3109834978 on OpenAlexaff
Hyuk Yoon, Sushrut Jangi, Parambir S. Dulai, Brigid S. Boland, Vipul Jairath, Brian G. Feagan, William J. Sandborn, Siddharth Singh

Bibliographic record

VenueInflammatory Bowel Diseases · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsWestern University
FundersNational Institute of Diabetes and Digestive and Kidney DiseasesCrohn's and Colitis Foundation
KeywordsMedicineInternal medicineHazard ratioCrohn's diseaseGastroenterologyConfidence intervalComplete remissionSurgeryRetrospective cohort studyDiseaseChemotherapy

Abstract

fetched live from OpenAlex

BACKGROUND: Although achieving histologic remission in ulcerative colitis is established, the incremental benefit of achieving histologic remission in patients with Crohn disease (CD) treated to a target of endoscopic remission is unclear. We evaluated the risk of treatment failure in patients with CD in clinical and endoscopic remission by histologic activity status. METHODS: In a single-center retrospective cohort study, we identified adults with active CD who achieved clinical and endoscopic remission through treatment optimization. We evaluated the risk of treatment failure (composite of clinical flare requiring treatment modification, hospitalization, and/or surgery) in patients who achieved histologic remission vs persistent histologic activity through Cox proportional hazard analysis. RESULTS: Of 470 patients with active CD, 260 (55%) achieved clinical and endoscopic remission with treatment optimization; 215 patients with histology were included (median age, 33 years; 46% males). Overall, 132 patients (61%) achieved histologic remission. No baseline demographic, disease, or treatment factor was associated with achieving histologic remission. Over a 2-year follow-up, patients with CD in clinical and endoscopic remission who achieved histologic remission experienced a 43% lower risk of treatment failure (1-year cumulative risk: 12.9% vs 18.2%; adjusted hazard ratio, 0.57 [95% confidence interval, 0.35-0.94]) as compared with persistent histologic activity. CONCLUSIONS: Approximately 61% of patients with active CD who achieved clinical and endoscopic remission with treatment optimization simultaneously achieved histologic remission, which was associated with a lower risk of treatment failure. Whether histologic remission should be a treatment target in CD requires evaluation in randomized trials.

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)0.001
metaresearch head score (Gemma)0.005
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.006
GPT teacher head0.203
Teacher spread0.197 · 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

Citations25
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueInflammatory Bowel DiseasesSame topicInflammatory Bowel DiseaseFrench-language works237,207