{"id":"W3008302671","doi":"10.1093/jcag/gwz047.156","title":"A157 THE EFFECTIVENESS OF A STANDARDIZED BIOLOGIC CARE PATHWAY IN THE MANAGEMENT AND TREATMENT OF INFLAMMATORY BOWEL DISEASE","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Cohort; Crohn's disease; Retrospective cohort study; Internal medicine; Cohort study; 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":[0.00573369,0.0001204156,0.0002861616,0.0006356576,0.0007051408,0.001756526,0.0005998908,0.0003934374,0.001826631],"category_scores_gemma":[0.0265287,0.0001744024,0.000437752,0.001164909,0.0004130703,0.0007347619,0.001018518,0.0005739519,0.0001432608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005218418,"about_ca_system_score_gemma":0.006501983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06297003,"about_ca_topic_score_gemma":0.07419782,"domain_scores_codex":[0.9906267,0.004616836,0.0009864877,0.0009036007,0.002055841,0.0008104562],"domain_scores_gemma":[0.9696804,0.005409233,0.01717798,0.001337291,0.003647587,0.002747511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176632,0.0002343009,0.9890808,0.0001229481,0.00008698333,0.00007080514,0.0001955392,0.0001840234,0.00008834511,0.0001183777,0.0005659253,0.00883436],"study_design_scores_gemma":[0.000054167,0.0006306054,0.9971573,0.0001459974,0.00004419628,0.0001180367,0.0004947078,0.000508946,0.00006221652,0.00003592458,0.0007418788,0.000005911847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968239,0.0004868174,0.0001567802,0.0004169179,0.00002264521,0.0001278188,0.0007054346,0.000003629808,0.001256066],"genre_scores_gemma":[0.9991036,0.0001422262,0.0002609649,0.00007861423,0.0000109353,0.00003567043,0.0002837922,0.000001130971,0.00008306954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06297003,"threshold_uncertainty_score":0.125207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004838731241433342,"score_gpt":0.2018595814524552,"score_spread":0.1970208502110219,"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."}}