{"id":"W2760138154","doi":"10.3961/jpmph.17.040","title":"Hazardous Alcohol Use in 2 Countries: A Comparison Between Alberta, Canada and Queensland, Australia","year":2017,"lang":"en","type":"article","venue":"Journal of Preventive Medicine and Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Central Queensland University; University of Alberta","keywords":"Hazardous waste; Alcohol; Environmental health; Marital status; Alcohol consumption; Population; Demography; Medicine; Geography; Sociology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005474673,0.0002638142,0.0002427746,0.002417274,0.001432875,0.0008457917,0.0004918404,0.000234086,0.001026069],"category_scores_gemma":[0.001062784,0.0002050321,0.0003677413,0.003942595,0.0007013518,0.0003358568,0.0007885991,0.0003384021,0.00007248926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008540607,"about_ca_system_score_gemma":0.00881707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667627,"about_ca_topic_score_gemma":0.9842746,"domain_scores_codex":[0.9994465,0.00005091001,0.00003181361,0.00007709317,0.0002325988,0.000161101],"domain_scores_gemma":[0.9991485,0.00004987908,0.0002369148,0.00001750979,0.0002925663,0.000254672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006764982,0.00002447041,0.992218,0.00006159188,0.0000686653,0.0001715617,0.001536998,0.0001038605,0.0002052945,0.0001288369,0.0002894346,0.005123675],"study_design_scores_gemma":[0.000001602954,0.00001146571,0.9986551,0.00001571913,0.00001063406,0.0000340573,0.0009726775,0.00003801018,0.000009519644,0.00001043792,0.0002385478,0.000002238817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960289,0.001370369,0.00007193088,0.0001376452,0.000009561388,0.00002876276,0.000669682,0.000003737219,0.001679375],"genre_scores_gemma":[0.9978555,0.0009172209,0.0001411743,0.00006408034,0.000005780215,0.00001404814,0.0004696291,0.000001909855,0.0005305443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03323728,"threshold_uncertainty_score":0.06686598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467734881109777,"score_gpt":0.4008186288648898,"score_spread":0.2540451407539122,"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."}}