{"id":"W2577571159","doi":"10.1016/j.aap.2016.12.017","title":"An evaluation of Nova Scotia’s alcohol ignition interlock program","year":2017,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Traffic Injury Research Foundation","funders":"U.S. Department of Transportation","keywords":"Interlock; Recidivism; Poison control; Nova scotia; Injury prevention; Occupational safety and health; Driving under the influence; Population; Engineering; Suicide prevention; Drunk drivers; Medicine; Environmental health; Medical emergency; Forensic engineering; Psychiatry; Drunk driving; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000950789,0.0001495001,0.0004017232,0.0003960074,0.0001105155,0.00008454233,0.0001756224,0.00008140783,0.001238082],"category_scores_gemma":[0.0001215633,0.0001294823,0.0004923877,0.0002916428,0.00004654252,0.0006957112,0.00002555461,0.00006918934,0.0000570649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292916,"about_ca_system_score_gemma":0.00005651132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192111,"about_ca_topic_score_gemma":0.02482943,"domain_scores_codex":[0.9982579,0.0001255746,0.0004270351,0.0003057349,0.0007250588,0.0001587495],"domain_scores_gemma":[0.9979278,0.00001535852,0.0005608647,0.0008903464,0.0005339786,0.00007169537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008402659,0.0005955858,0.8809842,0.000002391015,0.00175695,0.000002654867,0.000233929,0.00003559379,0.001148398,0.00002397042,0.00004427178,0.115088],"study_design_scores_gemma":[0.002641614,0.0003281063,0.9632452,0.0001077607,0.01858977,0.000002296266,0.0003140658,0.004340155,0.009755895,0.0005586848,0.000005029921,0.0001113939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971668,0.0001582839,0.0005401032,0.0001201376,0.0001090133,0.0009005385,1.106719e-7,0.00005758134,0.0009474151],"genre_scores_gemma":[0.9979767,0.00003429778,0.001025062,0.00001556764,0.00009085549,0.00005135937,0.0004932529,0.00001321439,0.0002996584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149766,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042801278923462,"score_gpt":0.4429159818389045,"score_spread":0.3386358539465583,"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."}}