{"id":"W1981592780","doi":"10.1080/15389588.2013.800638","title":"An Examination of the Validity of the Standardized Field Sobriety Test in Detecting Drug Impairment Using Data from the Drug Evaluation and Classification Program","year":2013,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction","funders":"","keywords":"Sobriety; Drug; Test (biology); Drug detection; Poison control; Test validity; Medicine; Psychology; Reliability engineering; Medical emergency; Psychometrics; Engineering; Clinical psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008414505,0.0004335827,0.0003903169,0.002727339,0.0003607891,0.0008013814,0.0007588374,0.0005146705,0.0009828054],"category_scores_gemma":[0.04847851,0.0002452827,0.0007440686,0.001463589,0.0006492989,0.000983678,0.001081705,0.0004610219,0.0004319781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472736,"about_ca_system_score_gemma":0.0008581308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017975,"about_ca_topic_score_gemma":0.008384722,"domain_scores_codex":[0.9931947,0.002583577,0.001069558,0.0005868312,0.002176675,0.0003886473],"domain_scores_gemma":[0.9630056,0.01554429,0.01340548,0.001528037,0.005797155,0.0007194877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003917731,0.00001691796,0.9987215,0.000005018532,0.00002432825,0.00001192974,0.00002404367,0.00004655909,0.00004216312,0.000005059645,0.00002769358,0.001035413],"study_design_scores_gemma":[0.000005905501,0.0001784482,0.9977119,0.00001732429,0.00001979853,0.0001550087,0.0001173904,0.001375245,0.0001929295,0.00001441354,0.0002071101,0.000004564484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975415,0.0001303287,0.0007098695,0.00004571884,0.00001031441,0.00005704264,0.0005899861,0.000009712672,0.0009053695],"genre_scores_gemma":[0.9985562,0.00005588926,0.0005031605,0.00002391569,0.00001053317,0.00002854678,0.0006856038,0.000003250394,0.0001329788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017975,"threshold_uncertainty_score":0.04450071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390262582437838,"score_gpt":0.4504017102625353,"score_spread":0.3113754520187515,"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."}}