The Communicating Needs and Features of IBD Experiences (CONFIDE) Study: US and European Patient and Health Care Professional Perceptions of the Experience and Impact of Symptoms of Moderate-to-Severe Ulcerative Colitis
Bibliographic record
Abstract
BACKGROUND: The Communicating Needs and Features of IBD Experiences (CONFIDE) study aimed to evaluate the experience and impact of ulcerative colitis (UC) symptoms on patients' lives and elucidate gaps in communication between patients and health care professionals (HCPs). METHODS: Online, quantitative, cross-sectional surveys of patients with moderate-to-severe UC and HCPs responsible for making prescribing decisions were conducted in the United States (US) and Europe. UC disease severity was defined by treatment, steroid use, and/or hospitalization history. RESULTS: Surveys were completed by 200 US and 556 European patients and 200 US and 503 European HCPs. The most common UC symptoms experienced in the preceding month were diarrhea, bowel urgency, and increased stool frequency. Many patients (45.0% of US patients, 37.0% of European patients) reported wearing diapers/pads/protection at least once a week in the past 3 months due to fear/anticipation of fecal urge incontinence. The top reasons for declining participation in social events, work/school, and sports/exercise were due to bowel urgency and fear of fecal urge incontinence. HCPs ranked diarrhea, blood in stool, and increased stool frequency as the most common symptoms. While over half HCPs ranked bowel urgency as a top symptom affecting patients' lives, less than a quarter ranked it in the top 3 most impactful on treatment decisions. CONCLUSIONS: Similar disparities exist between patient and HCP perceptions in the United States and Europe on the experience and impact of UC symptoms. Bowel urgency has a substantial and similar impact on US and European patients, is underappreciated by HCPs, and should be addressed during routine appointments.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".