{"id":"W3122896604","doi":"10.15353/cgjsc.v1i1.3777","title":"The Prevalence of Alcohol-Impaired Driving in Edmonton, Alberta: 1991 – 2009","year":2012,"lang":"en","type":"article","venue":"Canadian Graduate Journal of Sociology and Criminology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Demography; Medicine; Logistic regression; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007398704,0.000367419,0.0002617218,0.00187911,0.0009969177,0.001013027,0.001429443,0.0003739973,0.001396048],"category_scores_gemma":[0.001088491,0.0002600215,0.0003420348,0.002735364,0.000532349,0.0003752822,0.000782187,0.000492279,0.0002784429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708227,"about_ca_system_score_gemma":0.009994223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874885,"about_ca_topic_score_gemma":0.9948201,"domain_scores_codex":[0.9994672,0.00003317475,0.00002597784,0.00008659496,0.0002371414,0.0001499741],"domain_scores_gemma":[0.9991387,0.00004911696,0.0001562447,0.00002981118,0.0004158447,0.000210261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007778132,0.00004500243,0.9853106,0.00008593276,0.00007058828,0.0002192159,0.00096428,0.0002432534,0.0003114192,0.0001149834,0.002868745,0.009688137],"study_design_scores_gemma":[0.000002304046,0.000007145097,0.9981685,0.00002571137,0.00001102892,0.00004837352,0.0006099801,0.00009862213,0.0000292911,0.000008313909,0.0009859096,0.000004829789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860964,0.002021574,0.0001597448,0.000401391,0.00003526155,0.00004727679,0.005802306,0.00002270079,0.005413404],"genre_scores_gemma":[0.988026,0.001585281,0.0003323038,0.000294386,0.00001781317,0.00002377833,0.005363014,0.000006591655,0.004350875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708227,"threshold_uncertainty_score":0.1239411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09022621198164148,"score_gpt":0.3015459872763423,"score_spread":0.2113197752947008,"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."}}