{"id":"W4286491763","doi":"10.1093/jcag/gwac021","title":"Declining Corticosteroid Use for Inflammatory Bowel Disease Across Alberta: A Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Mount Sinai Hospital; Crohn's and Colitis Canada; Institute for Clinical Evaluative Sciences; University of Calgary; Medicine Hat Regional Hospital; University of Alberta","funders":"UCB Pharma; Janssen Canada; Canadian Institutes of Health Research; Takeda Canada; Pfizer Canada; AstraZeneca; Crohn's and Colitis Canada; Allergan; Genentech; AbbVie Canada; Sandoz Canada; Novo Nordisk; Celltrion; Eisai; Merck Canada; University of Toronto; Mylan; Bristol-Myers Squibb; Eli Lilly and Company; Alberta Health Services; CSL Behring; Celgene; Pfizer; Biogen; Dairy Farmers of Ontario; Gilead Sciences; Sanofi; Amgen; Hospital for Sick Children","keywords":"Medicine; Corticosteroid; Inflammatory bowel disease; Cohort; Population; Cohort study; Internal medicine; Disease; Demography; Environmental health","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":[0.0009988239,0.0003841205,0.0003712893,0.001366414,0.001659769,0.001397295,0.001323993,0.0004163678,0.00143062],"category_scores_gemma":[0.001928767,0.000353403,0.0006737826,0.004241625,0.0005142067,0.0003623556,0.000669251,0.0008170806,0.0002286826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134037,"about_ca_system_score_gemma":0.01285067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774548,"about_ca_topic_score_gemma":0.9820857,"domain_scores_codex":[0.9989153,0.0001264504,0.00007079276,0.0002319692,0.0003752191,0.000280351],"domain_scores_gemma":[0.9978849,0.0001039153,0.0004944603,0.000137316,0.0008552329,0.0005240908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005936159,0.00002084104,0.997434,0.00001539638,0.0000750889,0.00008167871,0.0002044323,0.0000524114,0.00008414267,0.00003993064,0.0007395931,0.001193315],"study_design_scores_gemma":[0.000008292847,0.0000132788,0.9990582,0.00001559292,0.00003808864,0.00005421713,0.0003370459,0.0001465221,0.00001331327,0.00001391389,0.0002969408,0.000004690157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901195,0.001009032,0.0001759093,0.0004023874,0.00002430032,0.00005289572,0.00639316,0.0000183306,0.001804633],"genre_scores_gemma":[0.9961491,0.0004864693,0.0002026591,0.0001429751,0.00001506216,0.00001857564,0.002312183,0.000005506865,0.0006674724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02254522,"threshold_uncertainty_score":0.08228052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007549857815550048,"score_gpt":0.2422172609823763,"score_spread":0.2346674031668263,"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."}}