{"id":"W4386465397","doi":"10.1093/jcag/gwad008","title":"The 2023 Impact of Inflammatory Bowel Disease in Canada: Direct Health System and Medication Costs","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":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Saskatchewan; Memorial University of Newfoundland; Crohn's and Colitis Canada; McGill University; Institute for Clinical Evaluative Sciences; University of Ottawa; McGill University Health Centre; Public Health Ontario; University of Manitoba; University Health Network; Ottawa Hospital; Dalhousie University; SickKids Foundation; University of Toronto; University of Calgary; Mount Sinai Hospital","funders":"Takeda Canada; Pfizer Canada; Janssen Canada; Amgen Canada; Bristol-Myers Squibb Canada; Goddard Space Flight Center; Sandoz Canada; Eli Lilly Canada; Crohn's and Colitis Canada; Pfizer; Hospital for Sick Children; Mylan; Canadian Association of Gastroenterology; Gilead Sciences; Dairy Farmers of Ontario; Takeda Foundation; University of Toronto; AbbVie Canada; Amgen; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Inflammatory bowel disease; Health care; Emergency department; Indirect costs; Disease; Population; Outpatient clinic; Family medicine; Emergency medicine; Environmental health; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008795488,0.0007558179,0.0005842318,0.002743082,0.003251618,0.003713138,0.001159266,0.001219394,0.01298109],"category_scores_gemma":[0.004971186,0.0003915402,0.002029822,0.005666871,0.0007294588,0.0009714651,0.001599391,0.003257883,0.001624766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.099343,"about_ca_system_score_gemma":0.1769309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956863,"about_ca_topic_score_gemma":0.9962597,"domain_scores_codex":[0.9969862,0.0001589021,0.0001518414,0.0001304361,0.001726339,0.0008462823],"domain_scores_gemma":[0.9925935,0.0001924668,0.0006432572,0.00005513203,0.004029716,0.002486013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004231198,0.0001263032,0.2887524,0.001778066,0.0007616825,0.0007221692,0.0004387653,0.002268049,0.0004785086,0.00749799,0.5539048,0.1428481],"study_design_scores_gemma":[0.0001901471,0.0001138869,0.7472548,0.003068166,0.0005908782,0.0007750964,0.001938922,0.004615832,0.0003495485,0.00196721,0.2389807,0.0001549386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.183718,0.1107467,0.001296401,0.1887933,0.004130708,0.0004613876,0.3574418,0.0007084338,0.1527033],"genre_scores_gemma":[0.7596701,0.0784447,0.003930561,0.02700048,0.001428571,0.0002376775,0.09588679,0.0001710071,0.03323005],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.099343,"threshold_uncertainty_score":0.7207873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007896591395914138,"score_gpt":0.2565665672910658,"score_spread":0.2486699758951516,"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."}}