{"id":"W4391162098","doi":"10.1093/ecco-jcc/jjad212.1009","title":"P879 Comparative Efficacy of Biologics and Small Molecule Therapies for the Induction and Maintenance of Endoscopic and Histological Remission in Ulcerative Colitis: A Systematic Review and Network Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; Western University; South Health Campus","funders":"","keywords":"Ulcerative colitis; Meta-analysis; Medicine; Internal medicine; Gastroenterology; Disease","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01571272,0.002646641,0.02280216,0.009988864,0.0006358747,0.003501822,0.002529007,0.002278171,0.004300539],"category_scores_gemma":[0.03746814,0.001443886,0.03609264,0.010696,0.0009727048,0.002042353,0.001698357,0.001804606,0.0003519272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592497,"about_ca_system_score_gemma":0.003286646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005883458,"about_ca_topic_score_gemma":0.01063788,"domain_scores_codex":[0.984907,0.00779342,0.0039901,0.001387832,0.001590411,0.0003311537],"domain_scores_gemma":[0.9631886,0.0285504,0.005456743,0.0006818109,0.001731921,0.0003904667],"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":[0.001625789,0.00001851985,0.003093115,0.3166675,0.6711009,0.0001115906,0.00004577688,0.0003596293,0.000123619,0.00009043644,0.0003646083,0.006398658],"study_design_scores_gemma":[0.0006433303,0.0001400343,0.002608119,0.01859414,0.9766105,0.00007865078,0.00003099072,0.0002065362,0.00006968186,0.0001504983,0.0008509139,0.00001653291],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005498941,0.9922124,0.0005932937,0.0001917009,0.0001335976,0.0003764971,0.0006815672,0.0000251863,0.000286821],"genre_scores_gemma":[0.2539118,0.7385645,0.002929607,0.0008930002,0.0003583606,0.001755496,0.001147955,0.00004001192,0.0003992839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9771978,"threshold_uncertainty_score":0.08309782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07664926419165438,"score_gpt":0.3419762227003088,"score_spread":0.2653269585086544,"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."}}