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S912 The Effect of Patients’ Current Ulcerative Colitis Disease Severity Perception on Prevalence and Experiences of Bowel Urgency: Results from the Communicating Needs and Features of IBD Experiences (CONFIDE) Survey

2023· article· en· W4387750795 on OpenAlexaff
David T. Rubin, Marla C. Dubinsky, Theresa Hunter, Stefan Schreiber, Remo Panaccione, Toshifumi Hibi∥, Tommaso Panni, Cem Kayhan, Alison Potts Bleakman, Eoin Flynn, Christian Atkinson, Simon Travis

Bibliographic record

VenueThe American Journal of Gastroenterology · 2023
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineDiseaseUlcerative colitisPerceptionInternal medicinePsychology

Abstract

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Introduction: Bowel urgency (BU) is a highly disruptive symptom among patients (pts) with ulcerative colitis (UC).1 We aim to characterize BU based on pts’ current disease severity perception (“disease perception”) of UC in the United States (US) and Europe (EU5: France, Germany, Italy, Spain, and UK). Methods: The Communicating Needs and Features of IBD Experiences (CONFIDE) survey is an online, quantitative, cross-sectional survey that was conducted among pts with UC in the US, EU5, and Japan. Survey inclusion required moderate-to-severe UC as defined by previous treatment experience, steroid use, and/or hospitalization. Pts who met the entry criteria were asked: “How severe do you think your UC is currently?” to determine their disease perception using self-ratings of mild, moderate, severe, or do not know. Descriptive statistics summarise the data. Results: A total of 200 US pts (62% males, mean age 40 years) and 556 EU5 pts (57% males, mean age 39 years) completed the survey and met study entry criteria for moderate-to-severe UC. Most pts perceived their current disease severity as moderate (71% US, 71% EU5; Table 1).Of pts who reported ever experiencing BU, 79% of US and 71% of EU5 pts had experienced BU at least once/week in past 3 months, irrespective of their disease perception ( Table 1). Of pts who reported ever experiencing BU-related accidents, 9% US, 13% EU5 in mild, 62% US, 56% EU5 in moderate, and 75% US, 57% EU5 in severe disease perception groups had BU-related accidents at least once/week in past 3 months (Table 1). A greater proportion of pts with moderate (49% US, 39% EU5) or severe (43% US, 61% EU5) disease perception reported wearing diaper/pad/protection at least once/week in past 3 months due to fear of BU-related accidents, compared to mild disease perception (14% US, 19% EU5; Table 1). Of pts who had ever experienced BU, a greater proportion of pts who indicated severe (67% US, 56% EU5) or moderate (50% US, 55% EU5) disease perception reported that they worked fewer hours due to BU vs those who indicated mild disease perception (17% US, 33% EU5; Figure 1). Conclusion: Bowel urgency, BU-related accidents, BU-related diaper/pad/protection use, and an impact of BU on work were more frequently reported among patients with moderate or severe perceptions of their disease severity compared to those with mild disease perception. BU and BU-related experiences affect a patient’s perception of UC disease severity. Reference: 1. Carpio D, et al. Eur J Gastroenterol Hepatol. 2016.Figure 1.: Impact of bowel urgency on education/work by patients’ disease perception. US: United States; EU5: France, Germany, Italy, Spain, and the UK; DP: disease perception; N=Total number of patients who had ever experienced BU. Table 1. - Experiences and frequency of bowel urgency and BU-related accidents based on patients’ disease perception US patients’ disease perception EU5 patients’ disease perception Overall Mild Moderate Severe Overall Mild Moderate Severe Patient-perceived severity of UC, N (%) 200 (100) 21 (11) 142 (71) 35 (18) 556 (100) 106 (19) 392 (71) 54 (10) Patients receiving advanced therapy, n (%) 153 (76) 8 (38) 114 (80) 30 (86) 301 (54) 42 (40) 232 (59) 27 (50) Patients who experienced BU in the past month, n (%) 94 (47) 7 (33) 63 (44) 22 (63) 165 (30) 29 (27) 118 (30) 15 (28) Patients who experienced BU-related accidents in the past month n (%) 55 (28) 4 (19) 35 (25) 14 (40) 98 (18) 6 (6) 74 (19) 15 (28) Patients wearing diaper/pad/other protection at least once a week due to fear/anticipation of BU-related accidents in the past 3 months, n (%) 90 (45) 3 (14) 70 (49) 15 (43) 206 (37) 20 (19) 151 (39) 33 (61) Deferral time before bowel movements in the past 3 days, n (%) Can wait 15 minutes or longer 28 (14) 10 (48) 15 (11) 3 (9) 112 (20) 41 (39) 50 (13) 20 (37) Needed to get to the bathroom within 5-15 minutes 104 (52) 5 (24) 75 (53) 23 (66) 273 (49) 42 (40) 216 (55) 15 (28) Needed to get to the bathroom within 2-5 minutes 45 (22) 3 (14) 37 (26) 5 (14) 114 (21) 18 (17) 83 (21) 13 (24) Needed to get to the bathroom in less than 2 minutes 17 (8) 2 (10) 13 (9) 2 (6) 43 (8) 4 (4) 34 (9) 5 (9) Unable to make it to the bathroom in time 6 (3) 1 (5) 2 (1) 2 (6) 14 (3) 1 (1) 9 (2) 1 (2) Patients who had ever experienced BU, N (%) 123 (100) 12 (100) 82 (100) 27 (100) 250 (100) 55 (100) 166 (100) 25 (100) Patients reporting BU at least once a week in the past 3 months, n (%) 97 (79) 7 (58) 67 (82) 21 (78) 177 (71) 29 (53) 128 (77) 17 (68) Patients who had ever experienced BU-related accidents, N (%) 90 (100) 11 (100) 61 (100) 16 (100) 175 (100) 31 (100) 117 (100) 23 (100) Patients reporting BU-related accidents at least once a week in the past 3 months, n (%) 52 (58) 1 (9) 38 (62) 12 (75) 85 (49) 4 (13) 65 (56) 13 (57) N= total number of patients; n= number of patients reporting the information. BU: bowel urgency; UC: ulcerative colitis; US: United States; EU5: France, Germany, Italy, Spain, and the UK. 2 US and 4 EU5 patients self-reported their UC severity as ‘Do not know’ (data not shown due to small sample size). Advanced therapy: adalimumab, infliximab, golimumab, certolizumab-pegol, vedolizumab, natalizumab, ustekinumab, and tofacitinib.

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)0.002
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 score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.015
GPT teacher head0.298
Teacher spread0.283 · 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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Published2023
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