{"id":"W3197897612","doi":"10.1016/j.drugpo.2021.103420","title":"The impact of alcohol taxation changes on unrecorded alcohol consumption: A review and recommendations","year":2021,"lang":"en","type":"review","venue":"International Journal of Drug Policy","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute on Alcohol Abuse and Alcoholism; Consumers, Health, Agriculture and Food Executive Agency; National Institutes of Health; European Commission","keywords":"Alcohol consumption; Alcohol; Consumption (sociology); Psychology; Public economics; Business; Environmental health; Criminology; Economics; Political science; Social psychology; Medicine; Sociology; Social science; Chemistry","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":[0.0004310932,0.0002638804,0.001265003,0.0004732627,0.00005709436,0.00004074999,0.0002408435,0.00007850152,0.0002042017],"category_scores_gemma":[0.0008746454,0.0001445584,0.0007507756,0.0002351768,0.00007208132,0.00007222917,0.00004037287,0.0003197405,0.00001283831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887871,"about_ca_system_score_gemma":0.0007172676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003816773,"about_ca_topic_score_gemma":0.00004025699,"domain_scores_codex":[0.9982455,0.0001858723,0.0008728629,0.0001425861,0.0004127779,0.0001403596],"domain_scores_gemma":[0.9958689,0.0007339065,0.002394671,0.000214754,0.000682418,0.0001054016],"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":[0.00004803647,0.0001438006,0.0007516985,0.001227404,0.003648807,0.00004543442,0.0002577839,3.394562e-7,7.450165e-7,0.0005387594,0.01451486,0.9788224],"study_design_scores_gemma":[0.002227905,0.0002757418,0.0009893671,0.09649368,0.003588903,0.001898089,0.0000951952,0.000001355949,0.00001167483,0.0001045265,0.8940987,0.0002148814],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003361537,0.9888009,0.000001844257,0.009624667,0.0003968293,0.0004511147,0.00006336306,0.000006359592,0.0003187845],"genre_scores_gemma":[0.0003891859,0.9971498,0.00008375831,0.0004642501,0.0007566871,0.00002553571,0.0001625967,0.00002504373,0.0009431909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786075,"threshold_uncertainty_score":0.5894923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149987959670486,"score_gpt":0.4808518400694665,"score_spread":0.3658530441024179,"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."}}