{"id":"W3034075083","doi":"10.1016/s2468-2667(20)30118-3","title":"The importance of preventing alcohol-related liver disease in the USA","year":2020,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Life expectancy; Medicine; Alcoholic liver disease; Public health; Liver disease; Scopus; Disease; Demography; Years of potential life lost; Gerontology; Environmental health; MEDLINE; Internal medicine; Population; Pathology; Cirrhosis; Political science","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":[0.002056021,0.0002737154,0.0004337477,0.0009818372,0.0005953083,0.001956002,0.0005698557,0.001160889,0.008154158],"category_scores_gemma":[0.01154317,0.0001674966,0.0008153159,0.001474098,0.0003923944,0.001561639,0.001278245,0.001484165,0.001613914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470433,"about_ca_system_score_gemma":0.006387398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07005858,"about_ca_topic_score_gemma":0.1291106,"domain_scores_codex":[0.9988459,0.0006133032,0.00008105811,0.00006375127,0.0002978081,0.00009804899],"domain_scores_gemma":[0.9968161,0.00102458,0.0004288501,0.0001329957,0.0009935857,0.0006039468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003156118,0.0003089443,0.08576935,0.002926335,0.0006400377,0.0004646637,0.000554353,0.004803026,0.0005329084,0.01301922,0.54778,0.3428856],"study_design_scores_gemma":[0.0002225351,0.0007585544,0.1998297,0.01248031,0.001346661,0.001060462,0.003002426,0.01371073,0.0008531975,0.05644207,0.7100301,0.0002632397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06078867,0.097357,0.004223427,0.7293483,0.006632247,0.0001257311,0.01306711,0.0002765643,0.08818095],"genre_scores_gemma":[0.6783,0.1930686,0.007651348,0.1006033,0.004780075,0.0002142812,0.007464025,0.000144778,0.007773566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07005858,"threshold_uncertainty_score":0.1393016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2609511076352451,"score_gpt":0.4178943520097878,"score_spread":0.1569432443745427,"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."}}