{"id":"W2905158508","doi":"10.1016/s2468-1253(18)30339-x","title":"Incidence of cirrhosis in young birth cohorts in Canada from 1997 to 2016: a retrospective population-based study","year":2018,"lang":"en","type":"article","venue":"The Lancet. Gastroenterology & hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Ontario Medical Association; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Medicine; Incidence (geometry); Cohort; Cirrhosis; Population; Epidemiology; Retrospective cohort study; Pediatrics; Cohort study; Varices; Demography; Internal medicine; Environmental health","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":[0.0002360008,0.0001743621,0.0007631128,0.0002125069,0.00004281069,0.000003520602,0.000202384,0.00006986263,0.00005414577],"category_scores_gemma":[0.00001779941,0.0001483688,0.00004113171,0.0002578937,0.00008879395,0.00004479492,0.00003851601,0.000241585,0.00001320347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773757,"about_ca_system_score_gemma":0.0004137878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9115469,"about_ca_topic_score_gemma":0.9966696,"domain_scores_codex":[0.9980395,0.0003584975,0.0004970398,0.0004297637,0.0002193755,0.000455822],"domain_scores_gemma":[0.9991121,0.0001109479,0.0001588555,0.0004154079,0.0001035154,0.00009913807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00338224,0.0001859953,0.9950299,0.00001687974,0.0001281717,0.0002135637,0.0007072641,0.00002383291,0.0001318422,0.000004881028,0.0001519963,0.00002344125],"study_design_scores_gemma":[0.003628009,0.001049489,0.9939467,0.00006937293,0.0001535314,0.00002001462,0.0002522971,0.0006772389,0.00005815407,0.00007383298,0.000003739608,0.00006756518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975301,0.00002679353,0.0001700153,0.0009736863,0.0003080555,0.0007461229,0.0002016441,0.00001571837,0.00002785793],"genre_scores_gemma":[0.9972115,0.000008064562,0.0000916964,0.002342147,0.0001217018,0.0001024567,0.0001042114,0.00001441,0.000003857828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08512275,"threshold_uncertainty_score":0.6050305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001200739015259,"score_gpt":0.2501178123170261,"score_spread":0.2401058049268735,"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."}}