{"id":"W3161320053","doi":"10.14309/ajg.0000000000001292","title":"Trends in the Economic Burden of Chronic Liver Diseases and Cirrhosis in the United States: 1996–2016","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"U.S. National Library of Medicine; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Health care; Cirrhosis; Ambulatory care; Ambulatory; Emergency department; Chronic liver disease; Inpatient care; Confidence interval; Emergency medicine; Environmental health; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009850257,0.0004849609,0.000295386,0.001790969,0.0002403244,0.0008959046,0.0004219563,0.0002845833,0.002134552],"category_scores_gemma":[0.003685075,0.0002502569,0.0007472154,0.003595085,0.0002522834,0.0009620406,0.001074834,0.0007641751,0.0007355357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210265,"about_ca_system_score_gemma":0.001634937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05762516,"about_ca_topic_score_gemma":0.06146206,"domain_scores_codex":[0.9993068,0.00009632534,0.0001707117,0.0001269989,0.0002029381,0.00009620205],"domain_scores_gemma":[0.9976792,0.000129931,0.001343864,0.00004822868,0.0005905446,0.0002083236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001728614,0.00003568222,0.9698639,0.0004095415,0.0003022997,0.00006466787,0.0001695563,0.001033634,0.0001262985,0.000381341,0.01303721,0.01440294],"study_design_scores_gemma":[0.0000184566,0.00004391951,0.982938,0.0002884731,0.00009303676,0.0001937123,0.0002802849,0.0006794092,0.0001591442,0.0001195973,0.0151727,0.00001327789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520507,0.01287153,0.0008255772,0.005458005,0.0003381676,0.00009301209,0.2210166,0.0001240266,0.007222433],"genre_scores_gemma":[0.803703,0.01471205,0.001519191,0.001027169,0.0003971277,0.000220921,0.1745511,0.00004534066,0.003824145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05762516,"threshold_uncertainty_score":0.1145795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009612212071900042,"score_gpt":0.2528448360211644,"score_spread":0.2432326239492644,"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."}}