{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0429156,0.003324796,0.01302965,0.005857692,0.0003976607,0.002914546,0.002594918,0.002533847,0.00528579],"category_scores_gemma":[0.06404659,0.001290621,0.04274166,0.003822593,0.0007709563,0.002164661,0.002014959,0.003401974,0.0003253543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178619,"about_ca_system_score_gemma":0.001764702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004504756,"about_ca_topic_score_gemma":0.003819603,"domain_scores_codex":[0.953132,0.04033751,0.002181123,0.002466433,0.001516055,0.0003669096],"domain_scores_gemma":[0.9503469,0.04382494,0.003039873,0.001506658,0.0008879406,0.0003936063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01858989,0.0001559556,0.006690966,0.02973819,0.9095035,0.0001176009,0.00008480316,0.01584631,0.0002399599,0.001031575,0.0007779935,0.01722331],"study_design_scores_gemma":[0.006071018,0.001372123,0.004809888,0.002955398,0.9580337,0.0001111397,0.00003943951,0.02121257,0.0001760926,0.003893578,0.001261533,0.00006352046],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1430792,0.768105,0.06672147,0.004087956,0.001634197,0.003457065,0.007439299,0.0005910096,0.004884803],"genre_scores_gemma":[0.9081606,0.05564918,0.02476964,0.00150894,0.0005057729,0.004515079,0.003492057,0.000115655,0.001282981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0429156,"threshold_uncertainty_score":0.2269621,"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."}}