{"id":"W2908547111","doi":"10.1053/j.gastro.2019.01.002","title":"Past and Future Burden of Inflammatory Bowel Diseases Based on Modeling of Population-Based Data","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":432,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto; Ottawa Hospital; Dalhousie University; Alberta Health; Alberta Health Services; BC Children's Hospital; University of British Columbia; Canadian Bio-Systems (Canada); Research Canada; University of Manitoba; University of Ottawa; Institute for Clinical Evaluative Sciences; McGill University; Mount Sinai Hospital; University of Calgary; Children's Hospital of Eastern Ontario; Canadian Rural Health Research Society; University of Alberta","funders":"Canadian Institutes of Health Research; Ministry of Health, Saskatchewan; Crohn's and Colitis Canada; Canadian Child Health Clinician Scientist Program; Ontario Ministry of Health and Long-Term Care; Dalhousie University; Nova Scotia Department of Health and Wellness; Merck Canada; Department of Health, Western Cape Government; Canadian Association of Gastroenterology; Killam Trusts; University of Calgary; Institute for Clinical Evaluative Sciences; Government of Alberta; Alberta Health Services","keywords":"Inflammatory Bowel Diseases; Inflammatory bowel disease; Medicine; Population; Environmental health; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004019512,0.0005086508,0.0007325861,0.001000215,0.00029426,0.001327433,0.001152747,0.0007768987,0.002381297],"category_scores_gemma":[0.008909519,0.0004977596,0.001850881,0.001354736,0.0004652002,0.001074462,0.0006242933,0.0008538374,0.0003559557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000909457,"about_ca_system_score_gemma":0.0006953438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0257681,"about_ca_topic_score_gemma":0.01835771,"domain_scores_codex":[0.9987128,0.0006982501,0.0000648353,0.0003655925,0.00006947042,0.00008900116],"domain_scores_gemma":[0.995843,0.002558775,0.00055123,0.0005276757,0.0003126801,0.0002066416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007340769,0.0001135273,0.5342804,0.0001013618,0.002256863,0.0004740515,0.000356653,0.4405729,0.0005200725,0.005917633,0.002224688,0.01244766],"study_design_scores_gemma":[0.00009728135,0.0001993557,0.1725308,0.00008665297,0.0009621095,0.0006815849,0.000325241,0.8133203,0.0002299004,0.008569806,0.002920005,0.00007691538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642627,0.001049274,0.02400582,0.001635507,0.00009412159,0.00003413107,0.006924417,0.0002458351,0.001748147],"genre_scores_gemma":[0.9940251,0.0004416484,0.00270399,0.00006457728,0.00003079921,0.00002950434,0.002200863,0.00002012762,0.0004834339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0257681,"threshold_uncertainty_score":0.05123621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006288456766865094,"score_gpt":0.2192977433615854,"score_spread":0.2130092865947203,"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."}}