{"id":"W4379193073","doi":"10.1093/jcag/gwad003","title":"The 2023 Impact of Inflammatory Bowel Disease in Canada: Executive Summary","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":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Saskatchewan; University of Calgary; Mount Sinai Hospital; Crohn's and Colitis Canada; University of Manitoba; Ottawa Hospital; Institute for Clinical Evaluative Sciences; McGill University Health Centre; University of Ottawa; University of Toronto; Dalhousie University; SickKids Foundation","funders":"Canadian Institutes of Health Research; Takeda Canada; Pfizer Canada; Janssen Canada; Amgen Canada; Bristol-Myers Squibb Canada; Sandoz Canada; Crohn's and Colitis Canada; Pfizer; Hospital for Sick Children; Mylan; Canadian Association of Gastroenterology; AbbVie; University of Toronto; AbbVie Canada; Amgen; Bristol-Myers Squibb; Eli Lilly and Company; Dairy Farmers of Ontario","keywords":"Medicine; Inflammatory bowel disease; Disease; Indirect costs; Epidemiology; Presenteeism; Ulcerative colitis; Environmental health; Disease burden; Gerontology; Absenteeism; Internal medicine","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":[0.001196657,0.0002475779,0.0007335799,0.0002281039,0.00008674009,0.00001207374,0.0008190503,0.0002191018,0.00000575273],"category_scores_gemma":[0.001152382,0.0001634189,0.0008205979,0.0001455782,0.00009603078,0.000006529888,0.000115316,0.000444245,0.000001243487],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004079832,"about_ca_system_score_gemma":0.0234723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3236313,"about_ca_topic_score_gemma":0.9968807,"domain_scores_codex":[0.9967714,0.00103182,0.001207355,0.0001530311,0.000362331,0.0004740593],"domain_scores_gemma":[0.9956137,0.0001185561,0.003146103,0.0003813886,0.0003948676,0.000345411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000562131,0.00002669401,0.8783125,0.001062985,0.00204547,0.0002575275,0.00002162268,0.0007277623,0.000006889038,0.00001221658,0.1158889,0.001075244],"study_design_scores_gemma":[0.000906023,0.000212337,0.8603754,0.002048627,0.0006275516,0.00002297643,0.00003845752,0.00001022319,0.000001076282,0.00002890187,0.1355475,0.0001809394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3743314,0.6107306,0.00000187419,0.001613041,0.004363468,0.002157108,0.006550421,0.000004958891,0.0002470426],"genre_scores_gemma":[0.03747455,0.9602838,0.000004359335,0.0001840194,0.0004280875,0.00002976546,0.0001299081,0.00008515376,0.001380346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6732494,"threshold_uncertainty_score":0.9997433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009116760802841104,"score_gpt":0.250910530554997,"score_spread":0.2417937697521559,"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."}}