{"id":"W4310055973","doi":"10.1093/ibd/izac231","title":"Predictors of Clinical Remission to Placebo in Clinical Trials of Crohn’s Disease","year":2022,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Placebo; Internal medicine; Crohn's disease; Odds ratio; Gastroenterology; Confidence interval; Post-hoc analysis; Clinical trial; Vedolizumab; Univariate analysis; Severity of illness; Clinical endpoint; Disease; Multivariate analysis; Pathology","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":[0.07229764,0.0007523549,0.002279067,0.001172221,0.0006315119,0.001752707,0.0007235745,0.001252979,0.00144851],"category_scores_gemma":[0.100779,0.0004841044,0.002411723,0.001897213,0.00125692,0.001384953,0.0009143901,0.002455072,0.0001336194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698101,"about_ca_system_score_gemma":0.001144997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002497921,"about_ca_topic_score_gemma":0.0003407656,"domain_scores_codex":[0.8980127,0.08731297,0.005640903,0.002872107,0.005181264,0.0009801008],"domain_scores_gemma":[0.7176603,0.2227643,0.04991043,0.003397369,0.002961015,0.003306683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1198856,0.00059897,0.8116312,0.003500992,0.008561555,0.0002556095,0.0003281333,0.001544653,0.0009285326,0.0004597001,0.001205275,0.05109982],"study_design_scores_gemma":[0.01335268,0.0166059,0.9464927,0.0009315773,0.008959243,0.001157296,0.0002861392,0.005264592,0.0009246199,0.001935745,0.004032607,0.00005685119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894355,0.09734759,0.003486049,0.001714963,0.0002879687,0.0004953722,0.0004448003,0.00004171506,0.001826656],"genre_scores_gemma":[0.9960062,0.002065849,0.000972626,0.0001892827,0.0002136105,0.0002139524,0.0002383793,0.000008766312,0.00009145759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07229764,"threshold_uncertainty_score":0.382351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976725706698032,"score_gpt":0.3644481052800244,"score_spread":0.324680848213044,"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."}}