{"id":"W4293092672","doi":"10.1016/j.cgh.2022.08.015","title":"Predictors of Placebo Induction Response and Remission in Ulcerative Colitis","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Placebo; Confidence interval; Gastroenterology; Ulcerative colitis; Clinical trial; Univariate analysis; Surgery; Multivariate analysis; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001034338,0.0002901791,0.0006709037,0.0004773472,0.0002884557,0.0007271199,0.0002709758,0.0009286462,0.001540091],"category_scores_gemma":[0.007294538,0.0002070783,0.0004385511,0.0005614472,0.0003332791,0.0005013747,0.0002999765,0.001073818,0.000189004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556771,"about_ca_system_score_gemma":0.000346851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000883662,"about_ca_topic_score_gemma":0.001059974,"domain_scores_codex":[0.9995384,0.0002142409,0.00005403264,0.00004621384,0.00007848129,0.00006864165],"domain_scores_gemma":[0.9934608,0.003517959,0.00205322,0.0001669568,0.0002151875,0.0005858853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004889524,0.0003916509,0.9862781,0.00004081427,0.000171555,0.0001644014,0.00005079427,0.0002596401,0.0005786313,0.00004198342,0.000112016,0.007020839],"study_design_scores_gemma":[0.0000429615,0.0004308938,0.9983678,0.00001058634,0.00006333223,0.0001391005,0.00005069981,0.0006448867,0.00008692791,0.00009883712,0.00005897227,0.000004814835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978789,0.001227502,0.00007509869,0.0001501503,0.00001079602,0.000006110999,0.00006249468,0.000004898716,0.0005839774],"genre_scores_gemma":[0.9994109,0.0002596195,0.00007958739,0.00002500724,0.00002851514,0.000004287977,0.00009113425,0.000001556974,0.00009946508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001540091,"threshold_uncertainty_score":0.005470157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133867403664649,"score_gpt":0.3242410930693381,"score_spread":0.2829024190326916,"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."}}