{"id":"W4406687860","doi":"10.1093/ecco-jcc/jjae190.1386","title":"P1212 Effectiveness of Vedolizumab to Reduce Bowel Urgency in a Canadian Real-World Ulcerative Colitis Cohort","year":2025,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Microscopic Colitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Takeda (Canada); University Health Network; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Vedolizumab; Medicine; Ulcerative colitis; Internal medicine; Gastroenterology; Cohort; Inflammatory bowel disease; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008339579,0.0001756811,0.0008033479,0.0009152078,0.00007053743,0.00003219952,0.0001209196,0.000100327,0.0002096986],"category_scores_gemma":[0.0003262061,0.0001730413,0.0001169141,0.0006691873,0.0001022548,0.00009693977,0.00004295462,0.0002955375,0.0000020671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736587,"about_ca_system_score_gemma":0.002653253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2969967,"about_ca_topic_score_gemma":0.4531617,"domain_scores_codex":[0.9981221,0.0002122778,0.000740845,0.0002240451,0.0002465879,0.0004541382],"domain_scores_gemma":[0.9982904,0.0002179214,0.0001846101,0.0002145985,0.0005157583,0.0005766809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02231921,0.0004582507,0.8849431,0.002352504,0.0007472888,0.003983598,0.002585862,0.00001294879,0.002188188,0.03547311,0.01237216,0.03256382],"study_design_scores_gemma":[0.00211546,0.0004319109,0.9783285,0.002703924,0.0001075826,0.0002326325,0.0001501852,0.000005980239,0.003173792,0.0009228088,0.0117052,0.0001219817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702398,0.0004076058,0.00002425999,0.001065868,0.0004121684,0.0009149795,0.00006731482,0.000005011599,0.02686306],"genre_scores_gemma":[0.9967026,0.0004221991,0.0001876815,0.0003312038,0.0001086645,0.00003614539,0.000003872148,0.00001503968,0.002192619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156165,"threshold_uncertainty_score":0.7076847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008690479430585983,"score_gpt":0.3045662853573007,"score_spread":0.2958758059267148,"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."}}