{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004998288,0.0000731973,0.0003283596,0.00002076631,0.00002547534,0.000006166794,0.00005116747,0.00003693,0.00001577521],"category_scores_gemma":[0.00004135186,0.00004167735,0.00006302972,0.0001901037,0.00003577106,0.00008072073,0.000009652942,0.00008817918,0.000007636488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007512424,"about_ca_system_score_gemma":0.0005795695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133523,"about_ca_topic_score_gemma":0.0006724504,"domain_scores_codex":[0.9989355,0.00004272188,0.0004987839,0.0000681786,0.000278798,0.0001760249],"domain_scores_gemma":[0.9991946,0.00002296421,0.0004429931,0.0001024272,0.000119837,0.0001171625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006110845,0.00007874097,0.9792876,0.00002598729,0.00003314282,0.00001673125,0.00008257789,0.000001781023,0.000004207665,0.0003981444,0.001817369,0.01764262],"study_design_scores_gemma":[0.003418063,0.001011992,0.9925703,0.0001903928,0.00002373233,0.000224297,0.0005625233,0.00003617813,0.000008175783,0.0007511264,0.001171173,0.00003202396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988633,0.004918827,0.000008927547,0.00528481,0.0003391674,0.0002610089,0.000002426768,0.000003710664,0.000548162],"genre_scores_gemma":[0.9980426,0.001208102,0.0002741611,0.000272442,0.00005745094,5.258979e-7,9.70811e-7,0.000002809602,0.0001409691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761059,"threshold_uncertainty_score":0.1964473,"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."}}