{"id":"W3004377487","doi":"10.1016/j.cgh.2020.01.028","title":"Changing Global Epidemiology of Inflammatory Bowel Diseases: Sustaining Health Care Delivery Into the 21st Century","year":2020,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":270,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Epidemiology; Disease; Inflammatory bowel disease; Westernization; Ulcerative colitis; Crohn's disease; Health care; Incidence (geometry); Global health; Developed country; Disease burden; Environmental health; Intensive care medicine; Public health; Gerontology; Population; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001169399,0.0006603553,0.002822229,0.0001080027,0.0002675049,0.00000673664,0.000773894,0.001073657,0.0000125079],"category_scores_gemma":[0.001064942,0.0005143253,0.001077646,0.0001083712,0.001817693,0.000006680066,0.00129246,0.000801556,0.00001384164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020199,"about_ca_system_score_gemma":0.001311757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001207012,"about_ca_topic_score_gemma":0.0001802421,"domain_scores_codex":[0.9906732,0.004644406,0.002324587,0.00120522,0.0001034529,0.001049124],"domain_scores_gemma":[0.9964396,0.0004843465,0.001552377,0.0008222923,0.0001487777,0.0005525944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001316728,0.0001197658,0.6037955,0.01000873,0.001249528,0.0003232757,0.0002914587,0.00000236147,9.50984e-8,0.001731467,0.0008836433,0.3802775],"study_design_scores_gemma":[0.001412472,0.001845954,0.02419143,0.0009013559,0.001199011,0.0002742069,0.001926496,0.00001690643,7.04287e-8,0.00009385271,0.9676893,0.0004488912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02538914,0.9719986,0.0000798858,0.0005595969,0.0008268567,0.0008098787,0.0002668572,0.00003198924,0.00003718982],"genre_scores_gemma":[0.01801992,0.9751165,0.0001547689,0.005061738,0.0007139427,0.0001269597,0.000747018,0.00005452124,0.000004655541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9668057,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643315636926624,"score_gpt":0.3560289954072453,"score_spread":0.3295958390379791,"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."}}