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S25 Communicating Needs and Features of IBD Experiences (CONFIDE) Survey: Impact of Moderate to Severe Crohn’s Disease Symptoms on Health Care Professional Treatment Decisions in the United States and Europe

2023· article· en· W4389740561 on OpenAlexaff
Marla C. Dubinsky, Theresa H. Gibble, Simon Travis, Remo Panaccione, Toshifumi Hibi∥, Alison Potts Bleakman, Tommaso Panni, Cem Kayhan, Angelo D. Favia, Christian Atkinson, Stefan Schreiber, David T. Rubi

Bibliographic record

VenueThe American Journal of Gastroenterology · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineDiseaseCrohn's diseaseCrohn diseaseHealth careFamily medicineInternal medicine

Abstract

fetched live from OpenAlex

Background: The Communicating Needs and Features of IBD Experiences (CONFIDE) study aims to increase the understanding of the experiences and impacts of symptoms on patients’ lives and elucidate any gaps in communication between health care professionals (HCPs) and patients with moderate to severe ulcerative colitis (UC) and Crohn’s disease (CD) in the United States (US), Europe (France, Germany, Italy, Spain, and UK), and Japan. A previous analysis from the CONFIDE study identified a communication gap between HCPs and patients with moderate to severe UC and highlighted the under-appreciation of bowel urgency as part of treatment decisions by HCPs. This study assessed the impact of moderate to severe CD symptoms on HCPs’ treatment decisions. Methods: Data collected from online, quantitative, cross-sectional surveys conducted among US and European HCPs and patients with moderate to severe CD were analyzed in this study. Moderate-to-severe CD was defined using criteria based on previous treatment, steroid use, and/or hospitalization. HCPs included physicians (US: 89.0%; Europe: 93.8%) and non-physician HCPs (US: 11.0%; Europe: 6.2%) who were responsible for making treatment decisions for CD. Descriptive statistics were used to present the data. Results: A total of 762 patients with moderate to severe CD (US: 215 and Europe: 547) and 703 HCPs (US: 200 and Europe: 503) completed the surveys. The mean age of patients was 40.9 years in the US and 38.0 years in Europe, and the majority of patients were male (US: 54.9%; Europe: 55.4%). Most common current symptoms reported by patients were diarrhea (US: 55.3%; Europe: 54.7%), bowel urgency (US: 42.3%; Europe: 38.0%), and increased stool frequency (US: 40.0% and Europe: 36.6%). Patients reported diarrhea (US: 68.9%; Europe: 74.9%), bowel urgency (US: 61.9%; Europe: 70.8%), and increased stool frequency (US and Europe: 54.7% each) as the top three symptoms that had the greatest impact on them. A total of 19.0% US and 15.5% European HCPs perceived bowel urgency among the top five symptoms most reported by patients. The HCP-rated top three symptoms with greatest impact on patients were diarrhea (US: 71.5%; Europe: 73.2%), blood in stool (US: 48.0%; Europe: 33.8%), and increased stool frequency (US: 39.0%; Europe: 37.2%). The top three symptoms with the greatest impact on HCPs’ treatment decisions were diarrhea (US: 60.0%; Europe: 63.6%), blood in stool (US: 51.5%; Europe: 34.6%), and increased stool frequency (US: 28.0%; Europe: 25.2%). Conclusions: Both US and European patients classified bowel urgency among the top three most reported symptoms. It was the second most frequently reported symptom with greatest impact among patients with moderate to severe CD. However, bowel urgency was neither among the HCP-perceived top three most reported symptoms by patients nor among the HCP-ranked top three symptoms with greatest impact on patients. It was also not influencing their treatment decisions. Similar to the findings of a previous analysis from the CONFIDE study in patients with UC, the results highlight a communication gap between patients with CD and HCPs and the under-appreciation of bowel urgency among HCPs. Despite the high prevalence of bowel urgency and its importance among patients with moderate to severe CD, most HCPs do not consider this symptom in their treatment decisions.

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)0.004
metaresearch head score (Gemma)0.009
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 score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.002
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 head0.016
GPT teacher head0.320
Teacher spread0.304 · 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".

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Citations1
Published2023
Admission routes1
Has abstractyes

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