{"id":"W4386780081","doi":"10.1016/j.dld.2023.08.042","title":"Real-world effectiveness and safety of ustekinumab in bio-naive patients with moderate-to-severe Crohn's disease: A Canadian multi-center study","year":2023,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University; McGill University; University of Calgary; McGill University Health Centre","funders":"Janssen Canada","keywords":"Ustekinumab; Medicine; Crohn's disease; Adverse effect; Internal medicine; Disease; Surgery; Infliximab","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001850219,0.0006235414,0.001040842,0.0004276015,0.001447855,0.001348302,0.0008400585,0.0009730448,0.001052526],"category_scores_gemma":[0.003064971,0.0003145387,0.001228251,0.001483639,0.001078174,0.0006053417,0.000470407,0.001092335,0.0001505294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108877,"about_ca_system_score_gemma":0.00942287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5320501,"about_ca_topic_score_gemma":0.6775872,"domain_scores_codex":[0.9984616,0.000399508,0.00009352344,0.0002271407,0.0004992589,0.0003189],"domain_scores_gemma":[0.9973148,0.0004508795,0.0007902852,0.0001483119,0.000569761,0.0007260296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01866039,0.00182458,0.9596022,0.0003040165,0.001308806,0.000188855,0.0006194064,0.0006020142,0.001348256,0.0001966629,0.001396323,0.01394851],"study_design_scores_gemma":[0.001843705,0.003174626,0.9919037,0.00004399065,0.0006165372,0.0001219881,0.0003903195,0.0004795798,0.0001446372,0.00004941117,0.001177952,0.00005348321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965473,0.00122603,0.00004947202,0.0001448658,0.00001077684,0.0001059431,0.0009851563,0.000003526246,0.0009269226],"genre_scores_gemma":[0.9976694,0.0005443774,0.0001753897,0.0002194091,0.00002355599,0.00004366574,0.001122014,0.000002394277,0.0001998068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679499,"threshold_uncertainty_score":0.9414114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007420089180703125,"score_gpt":0.2344195970503324,"score_spread":0.2269995078696292,"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."}}