{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001847359,0.0001753076,0.0006572353,0.0001784166,0.00009287344,0.00001035752,0.0004191628,0.0001427471,0.000001508965],"category_scores_gemma":[0.0007620397,0.0001154522,0.0003478921,0.00008969394,0.00006620228,0.00000481816,0.00006154592,0.0002632065,4.843469e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006454643,"about_ca_system_score_gemma":0.01915275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4288467,"about_ca_topic_score_gemma":0.9960665,"domain_scores_codex":[0.9969366,0.001191748,0.001089328,0.0001319464,0.0003087715,0.0003416111],"domain_scores_gemma":[0.9956494,0.00009686376,0.003370429,0.0002754206,0.0002249996,0.0003828622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002658351,0.00001540007,0.9701737,0.003279634,0.001236499,0.00006793915,0.00002594854,0.0002063024,0.000002457512,0.00001998053,0.0207212,0.00398514],"study_design_scores_gemma":[0.000611248,0.0001555839,0.9710299,0.002850974,0.0002614386,0.00002514855,0.00004091276,0.00002562698,2.36321e-7,0.000002838168,0.02490579,0.00009024133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3564207,0.6334156,0.00000219659,0.003134571,0.002458422,0.001794569,0.002701097,0.000004880187,0.0000679337],"genre_scores_gemma":[0.270008,0.7293987,0.000002934983,0.0001229588,0.0002181512,0.00002223868,0.00006652568,0.00004217254,0.0001182716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5672198,"threshold_uncertainty_score":0.9973594,"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."}}