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Record W4411278194 · doi:10.1093/ecco-jcc/jjaf094

Gaps between European Crohn’s Colitis Organisation quality standards of care and the real world on structure of IBD units across Europe: results from E-QUALITY survey

2025· article· en· W4411278194 on OpenAlexfundno aff
Gionata Fiorino, Alissa Walsh, Michel Adamina, Manuel Barreiro-Acosta, Martin Bortlík, Johan Burisch, Axel Dignaß, David Drobne, Omar Faiz, Marc Ferrante, Liselotte Fierens, Lihi Godny, Anna Gojdičová, Marietta Iacucci, Susanna Jäghult, Konstantinos Κarmiris, Julien Kirchgesner, Sophie Restellini, Francesca Rosini, Dror S. Shouval, Welmoed K. van Deen, Henit Yanai, Edyta Zagórowicz, Catarina Fidalgo

Bibliographic record

VenueJournal of Crohn s and Colitis · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsnot available
FundersBristol-Myers Squibb CanadaPfizer
KeywordsMedicineQuality (philosophy)Crohn's diseaseColitisInflammatory bowel diseaseFamily medicineInternal medicineDisease

Abstract

fetched live from OpenAlex

BACKGROUND AND AIMS: Inflammatory bowel diseases (IBD), including Crohn's disease and ulcerative colitis, require an interdisciplinary approach for diagnosis, monitoring, and management. The European Crohn's and Colitis Organisation (ECCO) has developed evidence-based recommendations and quality care standards for IBD management, but gaps between these standards and real-world practice persist. The E-QUALITY task force aimed to evaluate the structure, processes, and outcomes of IBD units across Europe and identify barriers to achieving ECCO quality standards. METHODS: A web-based survey was conducted from September 2022 to October 2024 among 245 institutions in 35 European countries. The survey assessed unit structure, interdisciplinary care, services, facilities, and barriers to achieving quality care standards. Subgroup analyses were performed based on institution type, patient volume, and geographical distribution. RESULTS: Formal IBD units were present in 68% of institutions, with interdisciplinary teams available in 94%. Institutions with >500 active patients were more likely to meet ECCO standards for interdisciplinary care, quality indicators, and patient support but faced challenges such as lack of time and referral pathways. Geographical disparities significantly influenced the availability of resources and services. Key barriers to quality care included lack of time (71%), personnel (69%), and funding (45%). CONCLUSIONS: Significant gaps in quality care standards remain across European IBD units. Enhanced support from ECCO, by education and position papers/guidelines may help bridge these gaps.

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)0.025
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.131

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.055
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.006
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0010.003
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 head0.017
GPT teacher head0.314
Teacher spread0.297 · 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

Citations3
Published2025
Admission routes1
Has abstractyes

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