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Record W4416774271 · doi:10.14309/ajg.0000000000003858

Bowel Urgency in Crohn's Disease: Bridging the Gap Between Patients and Healthcare Providers

2025· article· en· W4416774271 on OpenAlexaff
Marla C. Dubinsky, Alison Potts Bleakman, Stephan R. Vavricka, Simon Travis, Vipul Jairath, Remo Panaccione, María Chaparro, Bénédicte Caron, Deborah A. Fisher, Richard Moses, Aisha Vadhariya, Alissa Walsh

Bibliographic record

VenueThe American Journal of Gastroenterology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of CalgaryWestern University
Fundersnot available
KeywordsBridging (networking)Health careInflammatory bowel diseaseDiseaseClinical PracticeMEDLINENarrative reviewQuality of life (healthcare)

Abstract

fetched live from OpenAlex

Bowel urgency (BU) is a prevalent and highly burdensome symptom among patients with inflammatory bowel disease. While BU is now recognized as a key symptom of ulcerative colitis, in the case of Crohn's disease (CD), it is often under-recognized by healthcare providers (HCPs) and inadequately captured in clinical assessments. Reported in up to 96% of patients with CD, BU can significantly impair quality of life, contributing to anxiety, social withdrawal, and reduced daily functioning. Despite its frequency and impact, BU is excluded from widely used CD activity indices and is infrequently included in clinical trial end points. An important challenge in the management of CD is the differing perceptions between patients and HCPs regarding the impact and importance of BU. This disconnect between patients and HCPs may lead to gaps in treatment and unmet patient needs. This narrative review synthesizes recent evidence on the prevalence, clinical significance, and underlying mechanisms of BU in CD. We also examine its impact on quality of life, evaluate current assessment tools, and highlight therapeutic approaches and gaps in HCP-patient communication. Greater awareness and systematic evaluation of BU as a multidimensional symptom of CD are critical for optimizing care and aligning clinical management with patient priorities.

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)0.021
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.021
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.249
Teacher spread0.244 · 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
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueThe American Journal of Gastroenterology→Same topicInflammatory Bowel Disease→French-language works237,207→