{"id":"W161154330","doi":"10.1016/b978-0-12-398338-1.00022-1","title":"Driving While Impaired (Treatments)","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Community Health and Development","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005704441,0.0006320324,0.0009003254,0.0002507804,0.0015457,0.0000221875,0.0004658112,0.0008687633,0.01514988],"category_scores_gemma":[0.00005870955,0.0005593097,0.000228142,0.00001764377,0.0000861643,0.00006080693,0.0006261334,0.002110969,0.02131153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009073376,"about_ca_system_score_gemma":0.001624344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002649321,"about_ca_topic_score_gemma":0.0004573519,"domain_scores_codex":[0.9966259,0.0002454449,0.001177337,0.0004983057,0.0004483637,0.001004656],"domain_scores_gemma":[0.9966118,0.0005732065,0.0006198236,0.001276989,0.000269689,0.0006484808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001313588,0.00001721904,0.0003173384,0.0004188556,0.0001397816,0.00001574463,0.002562328,3.638894e-8,0.000002356355,0.004069537,0.01771695,0.9747267],"study_design_scores_gemma":[0.0006359885,0.00006825478,0.001023205,0.001987906,0.00007994085,0.000003690363,0.0001475393,0.000002909103,8.993766e-7,0.009422471,0.9861388,0.0004884386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004139493,0.0008446822,0.000001813738,0.0005210802,0.001342498,0.003539679,0.00003377892,0.0002967457,0.9930058],"genre_scores_gemma":[0.0005954183,0.0003780794,0.0008497422,0.003715968,0.0005644393,0.00075404,0.0001508399,0.0001724653,0.992819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9742383,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644656304835204,"score_gpt":0.355795308815152,"score_spread":0.2913296783316316,"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."}}