{"id":"W4388520355","doi":"10.1097/hep.0000000000000679","title":"A public health perspective on mitigating the global burden of chronic liver disease","year":2023,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Minority Health and Health Disparities; National Institute on Alcohol Abuse and Alcoholism","keywords":"Public health; Medicine; Psychological intervention; Environmental health; Disease; Epidemiology; Incidence (geometry); Chronic liver disease; Obesity; Etiology; Liver disease; Perspective (graphical); Gerontology; Intensive care medicine; Pathology; Internal medicine; Computer science; Psychiatry; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001703531,0.0003378397,0.00162649,0.0001070362,0.0001088552,0.00001242849,0.000187806,0.0001382006,0.0001241646],"category_scores_gemma":[0.0002630627,0.000199314,0.0007199949,0.000409306,0.0002040035,0.00001889232,0.0001166547,0.0002501062,0.0003488109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566992,"about_ca_system_score_gemma":0.004343762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566692,"about_ca_topic_score_gemma":0.0001432088,"domain_scores_codex":[0.9978575,0.0004386182,0.0004743687,0.0005082383,0.0002718906,0.000449399],"domain_scores_gemma":[0.9980923,0.0003804368,0.0004063688,0.0005845406,0.0001265047,0.0004098523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000431981,0.001206099,0.005145012,0.03899902,0.0036587,0.001613426,0.0005508538,4.501848e-7,2.339882e-9,0.07357743,0.005162077,0.8700438],"study_design_scores_gemma":[0.001191885,0.001246984,0.002032539,0.0234863,0.004731324,0.0001743016,0.000305581,0.0001822903,5.77205e-8,0.0006655889,0.9656348,0.0003483754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001349575,0.9904971,0.000001050513,0.006230964,0.0001879929,0.00169265,0.0004788405,0.0000680923,0.0007083527],"genre_scores_gemma":[0.00637659,0.9920429,0.000007484495,0.0003979983,0.0003329265,0.0004882616,0.0002404776,0.00004069706,0.0000726549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9604727,"threshold_uncertainty_score":0.8127788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690287362961508,"score_gpt":0.4087757805820484,"score_spread":0.2397470442858976,"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."}}