{"id":"W2945307051","doi":"10.7189/jogh.09.010421","title":"The global proportion and volume of unrecorded alcohol in 2015","year":2019,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Institute for Health Metrics and Evaluation; Centre for Addiction and Mental Health; World Health Organization","keywords":"Per capita; Alcohol consumption; Consumption (sociology); Public health; Alcohol; Unit of alcohol; Geography; Medicine; Demography; Environmental health; Biology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009165402,0.0002127546,0.0001571204,0.001221378,0.0001184952,0.0005246616,0.0003116523,0.0002197096,0.001408149],"category_scores_gemma":[0.002093593,0.0001260004,0.0004944241,0.00163943,0.0003045125,0.0006616391,0.0006878738,0.0003015907,0.0002519538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228559,"about_ca_system_score_gemma":0.0003953697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02086075,"about_ca_topic_score_gemma":0.01365529,"domain_scores_codex":[0.9994534,0.0001441703,0.0001035893,0.0001168116,0.0001142949,0.00006790699],"domain_scores_gemma":[0.9980807,0.0001833298,0.001240331,0.00008930726,0.0003124195,0.00009381457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005913959,0.000007889137,0.9842,0.0002860455,0.0001450761,0.00005957132,0.0005519566,0.0005595088,0.0003406285,0.0004040568,0.001352069,0.01203413],"study_design_scores_gemma":[0.000001096657,0.00002687384,0.9964345,0.00009319445,0.00003261477,0.0001561619,0.0005055029,0.0004942009,0.000219192,0.00009155382,0.001939469,0.000005618174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757802,0.002985584,0.0007816375,0.0005054183,0.00003724555,0.00002845016,0.0174331,0.00004196361,0.002406308],"genre_scores_gemma":[0.9931704,0.0009720133,0.0004727768,0.00008562265,0.00001566414,0.00001218508,0.004877358,0.000004405474,0.000389654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02086075,"threshold_uncertainty_score":0.04147869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697331920267083,"score_gpt":0.363929410190531,"score_spread":0.3469560909878602,"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."}}