{"id":"W4386465681","doi":"10.1093/jcag/gwad009","title":"The 2023 Impact of Inflammatory Bowel Disease in Canada: Indirect (Individual and Societal) and Direct Out-of-Pocket Costs","year":2023,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Institute for Clinical Evaluative Sciences; University of Ottawa; McGill University Health Centre; Memorial University of Newfoundland; Crohn's and Colitis Canada; Public Health Ontario; Dalhousie University; SickKids Foundation; University of Toronto; University of Manitoba; University Health Network; Ottawa Hospital; Mount Sinai Hospital; University of Calgary","funders":"Janssen Canada; Janssen Biotech; Takeda Canada; Fresenius Kabi; Goddard Space Flight Center; AbbVie Canada; Sandoz Canada; Crohn's and Colitis Canada; Ferring; Pfizer Canada; Amgen Canada; Canadian Association of Gastroenterology; Mylan; Eli Lilly and Company; Bristol-Myers Squibb; Shire; Takeda Foundation; Gilead Sciences; Eli Lilly Canada; Dairy Farmers of Ontario; Merck Canada; University of Toronto; AbbVie; Merck; Amgen; Hospital for Sick Children; Pfizer; Bristol-Myers Squibb Canada; Roche Canada","keywords":"Presenteeism; Absenteeism; Indirect costs; Medicine; Productivity; Sick leave; Economic cost; Inflammatory bowel disease; Unemployment; Health care; Environmental health; Total cost; Disease; Business; Economics; Economic growth; Physical therapy; 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":[0.003408948,0.0002133385,0.001339134,0.0003247156,0.000264141,0.000006210259,0.0003800413,0.000312431,0.00001254337],"category_scores_gemma":[0.001578273,0.0001339254,0.0003488314,0.0001975487,0.00008771278,0.00004526381,0.0001101185,0.001237971,7.731926e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005627852,"about_ca_system_score_gemma":0.02206803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5712149,"about_ca_topic_score_gemma":0.9969122,"domain_scores_codex":[0.9943953,0.002734275,0.00171189,0.0001314942,0.0004449023,0.0005821505],"domain_scores_gemma":[0.9925992,0.001508858,0.004929435,0.0001818062,0.0003181003,0.0004626044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006044428,0.000006468523,0.9710835,0.002453601,0.0004133868,0.000009442803,0.0003926568,0.000002687544,3.462968e-8,0.000002242095,0.02203262,0.003542875],"study_design_scores_gemma":[0.0006574155,0.0001303018,0.9700629,0.003902081,0.0004836566,0.000002724114,0.0002567277,0.000004452968,1.167931e-8,0.00001673733,0.02441106,0.00007197517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3913792,0.5932641,2.07763e-7,0.005534245,0.003319597,0.001833037,0.004605338,0.000004655248,0.00005956288],"genre_scores_gemma":[0.102528,0.8965784,0.000003405608,0.0002355026,0.0003336548,0.00001338265,0.00002760539,0.00003671401,0.0002433039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4256973,"threshold_uncertainty_score":0.9981894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05509214060114614,"score_gpt":0.3743574336529221,"score_spread":0.3192652930517759,"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."}}