{"id":"W4328054075","doi":"10.1016/j.aohep.2023.101021","title":"O-11 THE PUBLIC HEALTH POLICIES REDUCE THE LONG-TERM BURDEN OF ALCOHOL-ASSOCIATED LIVER DISEASE WORLDWIDE: DEVELOPMENT OF A PREPAREDNESS INDEX","year":2023,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Preparedness; Poisson regression; Public health; Environmental health; Disease burden; Population; Rate ratio; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010387,0.0005885453,0.0004565524,0.003489528,0.0003781277,0.002235573,0.0006696213,0.0005084002,0.006067835],"category_scores_gemma":[0.02014381,0.0001674887,0.001422242,0.004293581,0.0007988761,0.002131855,0.00270047,0.0007476785,0.0009794249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476893,"about_ca_system_score_gemma":0.003060318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045479,"about_ca_topic_score_gemma":0.004221353,"domain_scores_codex":[0.9954164,0.002605005,0.0005687269,0.0002259301,0.0008941079,0.0002897568],"domain_scores_gemma":[0.9829002,0.004851784,0.007364401,0.0008545449,0.002951876,0.001077213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002030249,0.0002650364,0.8522563,0.001035868,0.0004404114,0.0000421185,0.0005050224,0.00295397,0.0002528366,0.00560076,0.007527029,0.1289176],"study_design_scores_gemma":[0.00005400139,0.0007285826,0.9610856,0.0008868109,0.0002131019,0.0000995841,0.001572925,0.005509565,0.000810774,0.004637677,0.02434692,0.0000545136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054628,0.005624999,0.04783786,0.009220243,0.0008086278,0.003158123,0.03261111,0.0005326381,0.0947435],"genre_scores_gemma":[0.9321687,0.002222297,0.04801207,0.0008476519,0.0003193014,0.001981166,0.01081034,0.00004851215,0.003589928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010387,"threshold_uncertainty_score":0.0549323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4190110328553286,"score_gpt":0.5059744404625881,"score_spread":0.08696340760725946,"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."}}