{"id":"W2964277243","doi":"10.1007/s11894-019-0705-6","title":"Evolving Epidemiology of IBD","year":2019,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":325,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Epidemiology; Medicine; Disease; Incidence (geometry); Inflammatory bowel disease; Healthcare system; Disease burden; Health care; Multimorbidity; Global health; Environmental health; Burden of disease; Intensive care medicine; Public health; Economic growth; Pathology","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":[0.0007243857,0.0005677397,0.00216553,0.0002590189,0.00004368614,0.000005595583,0.0003746394,0.0005552293,0.00007869655],"category_scores_gemma":[0.0007328364,0.0005335596,0.001176431,0.00006624248,0.0003136871,0.000004273789,0.0004730675,0.000419427,0.0000456261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005393798,"about_ca_system_score_gemma":0.0004550371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003307523,"about_ca_topic_score_gemma":0.00001269063,"domain_scores_codex":[0.9954646,0.0007715104,0.001897418,0.001056889,0.0001290296,0.0006806122],"domain_scores_gemma":[0.9957713,0.00005499608,0.002335401,0.001498808,0.0001573005,0.0001821689],"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":[0.0003316145,0.0006669201,0.4663672,0.05944076,0.002105264,0.001584047,0.00002257135,0.00003138892,0.00003697691,0.00007552541,0.03791697,0.4314208],"study_design_scores_gemma":[0.0002021668,0.0002407079,0.005137909,0.002420137,0.0008848459,0.001273652,0.000001798609,0.000002318929,0.00000146486,0.00002238626,0.9895338,0.0002788045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003345444,0.9925034,0.0002128676,0.00000468099,0.002853462,0.0008618523,0.00007131979,0.00001979726,0.000127163],"genre_scores_gemma":[0.0006973268,0.9969062,0.0001260281,0.00004449918,0.0004623537,0.0001565684,0.001359911,0.00008423068,0.0001628955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9516168,"threshold_uncertainty_score":0.9997116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552092886830481,"score_gpt":0.3546294310875685,"score_spread":0.2991085022192637,"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."}}