{"id":"W2081503114","doi":"10.1016/s0386-1112(14)60160-6","title":"PUBLIC ATTITUDES, EPIDEMIOLOGY AND CONSEQUENCES OF DRINKING AND DRIVING IN BRITISH COLUMBIA","year":2006,"lang":"en","type":"article","venue":"IATSS Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental health; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Human factors and ergonomics; Seat belt; Medicine; Public health; Epidemiology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586503,0.00004837273,0.0003190083,0.0001367034,0.00008727415,0.00004877496,0.0000527937,0.00007413063,0.00008296146],"category_scores_gemma":[0.0007764073,0.00006009216,0.00002122782,0.0002616067,0.0006741333,0.00008519862,0.00005708673,0.0001964652,0.000001717484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005686403,"about_ca_system_score_gemma":0.00008809579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02513683,"about_ca_topic_score_gemma":0.4345869,"domain_scores_codex":[0.9987312,0.000220479,0.0002478889,0.0002280276,0.000196126,0.0003762842],"domain_scores_gemma":[0.9985493,0.001123733,0.00003533468,0.0001167092,0.0001016608,0.00007327014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007034434,0.00005343939,0.9923114,0.00002663444,0.00001634778,0.0001345105,0.00007178653,1.572552e-7,0.0007135926,0.0003578498,0.00040623,0.005901067],"study_design_scores_gemma":[0.0009964064,0.00008181358,0.9947981,0.0002159316,0.000005319264,0.00008339823,0.0002126939,0.00001545329,0.00009163078,0.00329075,0.0001619127,0.00004659457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918321,0.005888741,0.000002278975,0.0009784022,0.0000173831,0.0002169894,4.460825e-7,0.0000139136,0.001049728],"genre_scores_gemma":[0.9973315,0.001251666,0.0004888423,0.000034843,0.00003547321,0.00001883392,0.000006188275,0.000007594856,0.0008250833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094501,"threshold_uncertainty_score":0.9813549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684565412624002,"score_gpt":0.4049375971531553,"score_spread":0.2364810558907551,"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."}}