{"id":"W4386465662","doi":"10.1093/jcag/gwad004","title":"The 2023 Impact of Inflammatory Bowel Disease in Canada: Epidemiology of IBD","year":2023,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; University of Saskatchewan; Institute for Clinical Evaluative Sciences; University of Ottawa; McGill University Health Centre; Ottawa Hospital; University of Manitoba; Mount Sinai Hospital; University of Calgary; Dalhousie University; University of Toronto; SickKids Foundation; Crohn's and Colitis Canada; Public Health Ontario","funders":"Takeda Canada; Pfizer Canada; Goddard Space Flight Center; Sandoz Canada; Merck Canada; Eli Lilly Canada; Crohn's and Colitis Canada; Bristol-Myers Squibb Canada; Gilead Sciences; Janssen Canada; Amgen Canada; AbbVie Canada; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Incidence (geometry); Inflammatory bowel disease; Epidemiology; Ulcerative colitis; Disease; Population; Crohn's disease; Cohort study; Cohort; Environmental health; Internal medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002666572,0.0002529234,0.001196827,0.0002655374,0.00006144377,0.000003058985,0.0008997379,0.0002907533,0.00001047029],"category_scores_gemma":[0.003933039,0.0001664859,0.001090875,0.0001382415,0.00015397,0.000005449619,0.0001163623,0.0004450942,0.000001149564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673204,"about_ca_system_score_gemma":0.01826488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3401511,"about_ca_topic_score_gemma":0.9939087,"domain_scores_codex":[0.9950306,0.002005909,0.001997016,0.000166714,0.0002735356,0.0005262434],"domain_scores_gemma":[0.9928285,0.0003394474,0.005592423,0.000463165,0.0004373646,0.0003390535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002798337,0.00001611131,0.985597,0.0008736619,0.001087821,0.00004813818,0.000008826905,0.0009008006,0.000004746159,0.00001903226,0.01055266,0.0006113632],"study_design_scores_gemma":[0.0005900717,0.0001967223,0.9754277,0.001085922,0.0004234939,0.00001613905,0.00001537491,0.00001418035,8.607881e-7,0.0000539463,0.02207277,0.000102858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6256089,0.3670262,0.000003152993,0.001351156,0.002254527,0.001084962,0.002620008,0.000002244051,0.00004880092],"genre_scores_gemma":[0.1913678,0.8073729,0.00001397739,0.0002286458,0.0003977047,0.00002650782,0.00009528808,0.00008180052,0.0004153488],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6537576,"threshold_uncertainty_score":0.9873006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611765887984408,"score_gpt":0.2787571756436917,"score_spread":0.2626395167638477,"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."}}