{"id":"W4412187101","doi":"10.1007/s12325-025-03296-3","title":"Broad Impact of Bowel Urgency in Ulcerative Colitis and Crohn’s Disease: US, European, and Japanese Patient and Healthcare Professional Perspectives from the Communicating Needs and Features of IBD Experiences (CONFIDE) Survey","year":2025,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eli Lilly and Company","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Crohn's disease; Health care; Disease; Internal medicine; Rheumatology; Family medicine; Health professionals; Crohn disease; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219607,0.0001188449,0.000145876,0.00003848832,0.00007889168,0.00001281711,0.0001005289,0.00003480411,0.00000303464],"category_scores_gemma":[0.0001231979,0.00008295885,0.00002026079,0.00007472883,0.0004494881,0.00001917082,0.0001140631,0.00008348882,9.09641e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001000598,"about_ca_system_score_gemma":0.00007502018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106742,"about_ca_topic_score_gemma":0.003029472,"domain_scores_codex":[0.9987268,0.0006995453,0.0002018458,0.0001986971,0.00006398305,0.0001091554],"domain_scores_gemma":[0.9994368,0.0001386293,0.0001095394,0.0001921291,0.00007192943,0.00005095695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001896578,0.00006647046,0.9467645,0.00004219155,0.00003138646,0.000005399481,0.04066232,0.000008110978,0.002283416,0.0001369804,0.00001173986,0.008090954],"study_design_scores_gemma":[0.0006042686,0.0000930744,0.9756385,0.0001266306,0.000002346864,6.502583e-7,0.02290135,0.00001053498,0.000365676,0.0001277217,0.00004991274,0.00007933999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955892,0.1038131,6.723793e-7,0.00007510989,0.00002546216,0.0002982451,0.000122596,0.000001689243,0.00007400997],"genre_scores_gemma":[0.9765471,0.02324431,0.00003272324,0.00008664938,0.000009054287,0.00003605026,0.00002724016,0.000006381676,0.00001046689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08095797,"threshold_uncertainty_score":0.3382964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008744103949303722,"score_gpt":0.3129416128593667,"score_spread":0.304197508910063,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}