{"id":"W1515433497","doi":"","title":"Young DUI Offenders Seen in Substance Abuse Treatment","year":2009,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Injury Prevention and Control; National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; Transport Canada; Pacific Institute for Research and Evaluation; Texas Department of State Health Services; U.S. Department of State","keywords":"Driving under the influence; Population; Demography; Abstinence; Injury prevention; Substance abuse; Suicide prevention; Poison control; Ethnic group; Young adult; Human factors and ergonomics; Psychology; Drunk drivers; Medicine; Gerontology; Drunk driving; Psychiatry; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005183903,0.0001816218,0.0004280822,0.0005005705,0.00005658064,0.000002440024,0.0001604919,0.0002140881,0.00009874631],"category_scores_gemma":[0.000007998575,0.0001701302,0.000113624,0.0004650337,0.0001507525,0.0000830283,0.00000961692,0.000148123,0.00004914978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024799,"about_ca_system_score_gemma":0.00004282069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009725228,"about_ca_topic_score_gemma":0.00137478,"domain_scores_codex":[0.9991125,0.00001347639,0.000151116,0.0003168416,0.0001289636,0.000277039],"domain_scores_gemma":[0.999341,0.00002010116,0.00008722645,0.0004386726,0.00004961049,0.00006345813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003622299,0.0003607135,0.9838229,0.00000655852,0.0001039747,0.0007179697,0.002296925,0.000004001774,0.0008873065,0.0006445514,0.0001130461,0.01067976],"study_design_scores_gemma":[0.008329703,0.0004751391,0.9776013,0.0001357654,0.0001420953,0.00004059035,0.003691594,0.0000272886,0.005865681,0.000769097,0.002714512,0.0002072199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930263,0.0002242663,0.00006070483,0.001909048,0.00003875468,0.000321338,0.000002523352,0.0001865847,0.004230523],"genre_scores_gemma":[0.9947137,0.001430095,0.001514247,0.00003736981,0.000008057152,4.681591e-7,0.00000897725,0.000007644226,0.002279419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047254,"threshold_uncertainty_score":0.6937709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422377949795874,"score_gpt":0.2287571550590205,"score_spread":0.2145333755610618,"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."}}