{"id":"W3135309811","doi":"10.1080/15332640.2021.1885550","title":"Ethnicity, Immigration Status, And Driving Under The Influence Of Alcohol","year":2021,"lang":"en","type":"article","venue":"Journal of Ethnicity in Substance Abuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Demography; Ethnic group; Psychological intervention; Odds ratio; Medicine; Logistic regression; Odds; Immigration; Poison control; Suicide prevention; Mental health; Injury prevention; Distress; Environmental health; Psychiatry; Geography; Clinical psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970226,0.0001417405,0.0001455205,0.0005155799,0.001097666,0.0006409043,0.0003340747,0.0002355287,0.001937464],"category_scores_gemma":[0.002655776,0.0001044166,0.0002781794,0.0007742916,0.000764316,0.0002936644,0.0005920285,0.0005203801,0.0001339179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585951,"about_ca_system_score_gemma":0.00371659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5527869,"about_ca_topic_score_gemma":0.6846993,"domain_scores_codex":[0.9996087,0.00008241066,0.00003707861,0.00004439595,0.0001117903,0.0001157285],"domain_scores_gemma":[0.9979016,0.0001896467,0.001030479,0.0000684924,0.0003665237,0.0004434045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001382163,0.00001243474,0.997983,0.00001115716,0.0000151758,0.00002317079,0.0001719482,0.00002135057,0.00002529302,0.00003454519,0.000108464,0.001579696],"study_design_scores_gemma":[7.856247e-7,0.00001278516,0.9986705,0.00003053375,0.00001337026,0.00005620162,0.0007514124,0.00005451229,0.00001896292,0.0000313456,0.0003574596,0.000002135912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969976,0.0004825506,0.00006746312,0.0006305287,0.00001563914,0.00001013159,0.0003108027,0.000002214654,0.001482979],"genre_scores_gemma":[0.9990484,0.000381811,0.0000767512,0.00006967055,0.000009865425,0.000004069495,0.0001927599,7.781269e-7,0.0002158203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527869,"threshold_uncertainty_score":0.8996937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262646762959056,"score_gpt":0.3184360329853459,"score_spread":0.2858095653557554,"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."}}