{"id":"W3126405891","doi":"10.1053/j.gastro.2021.02.002","title":"Ustekinumab for Ulcerative Colitis","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Ustekinumab; Ulcerative colitis; Medicine; Interleukin 23; Immunology; Psoriasis; Immune system; Inflammatory bowel disease; Monoclonal antibody; Blockade; Disease; Antibody; Interleukin 17; Internal medicine; Tumor necrosis factor alpha; Receptor; Infliximab","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":[0.0001791536,0.0001946999,0.0004514313,0.0003167816,0.0003063681,0.000247933,0.0001060372,0.000323258,0.004392318],"category_scores_gemma":[0.0002740452,0.00005596022,0.0003733497,0.00029273,0.0001503536,0.000218354,0.0001676412,0.0007873692,0.0009144552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127222,"about_ca_system_score_gemma":0.0002535254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003586034,"about_ca_topic_score_gemma":0.0009205916,"domain_scores_codex":[0.9999043,0.00002928254,0.00001033869,0.000006434067,0.0000178637,0.00003169805],"domain_scores_gemma":[0.9999064,0.00002793215,0.00001693087,0.000005368119,0.00001192679,0.00003144089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007394727,0.0005866446,0.005112378,0.001124486,0.0002438085,0.003253221,0.00006957533,0.0002566743,0.01727835,0.001413737,0.0218743,0.9413921],"study_design_scores_gemma":[0.01322195,0.02656534,0.1780291,0.002935449,0.002908162,0.04981332,0.0005849388,0.003005132,0.04617305,0.006170265,0.6704966,0.00009670603],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3814079,0.5234528,0.001800374,0.0141591,0.002709693,0.0001417286,0.0003986901,0.0004822325,0.07544763],"genre_scores_gemma":[0.8971404,0.08281144,0.001449384,0.003294938,0.001173409,0.00006322659,0.0003909343,0.00002769751,0.01364856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004392318,"threshold_uncertainty_score":0.0146938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674871537788225,"score_gpt":0.2418890760926198,"score_spread":0.2251403607147376,"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."}}