{"id":"W4322730753","doi":"10.1093/crocol/otad009","title":"Efficacy and Safety of Advanced Therapies for Moderately to Severely Active Ulcerative Colitis at Induction and Maintenance: An Indirect Treatment Comparison Using Bayesian Network Meta-analysis","year":2023,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"AbbVie","keywords":"Medicine; Vedolizumab; Golimumab; Internal medicine; Maintenance therapy; Ustekinumab; Ulcerative colitis; Adverse effect; Placebo; Infliximab; Discontinuation; Adalimumab; Tofacitinib; Chemotherapy","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":[0.0001788584,0.0002535782,0.0006554453,0.00009982202,0.0003161571,0.00004262951,0.00006862126,0.0001239783,0.00001968133],"category_scores_gemma":[0.00003840711,0.0002307204,0.0002239323,0.000265125,0.0001259746,0.00001979629,0.00007515289,0.00004193343,7.046313e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063064,"about_ca_system_score_gemma":0.00008747502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006351801,"about_ca_topic_score_gemma":0.001791904,"domain_scores_codex":[0.9984677,0.0002140773,0.0003202089,0.0005363042,0.0001093273,0.0003523854],"domain_scores_gemma":[0.999128,0.00005415885,0.0001772104,0.0002744287,0.0001861558,0.0001799883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3281794,0.001053172,0.01102062,0.000416862,0.2268699,0.000244732,0.02691634,0.2972453,0.03105138,0.00244094,0.001608255,0.07295311],"study_design_scores_gemma":[0.001717325,0.0005637163,0.9725842,0.000009837128,0.008652737,0.000006001967,0.0006904048,0.003469229,0.01053086,0.0002220642,0.001229325,0.0003242554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961269,0.0003807602,0.001428436,0.00005502971,0.00004918584,0.001218273,0.0006577305,0.00002188052,0.00006173796],"genre_scores_gemma":[0.9973042,0.0001437322,0.001474951,0.00007446142,0.00008321796,0.0002578027,0.0003666253,0.00003042179,0.0002645672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9615636,"threshold_uncertainty_score":0.9408504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05700129851707367,"score_gpt":0.3266476081158208,"score_spread":0.2696463095987471,"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."}}