{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006161515,0.0001714429,0.0005250091,0.0001493288,0.00005394203,0.00001804846,0.0001230537,0.0001071962,0.00002998482],"category_scores_gemma":[0.0001761404,0.0001142378,0.0001448494,0.0006240481,0.0001881276,0.0004085455,0.00001491512,0.0005124268,0.000001764057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518473,"about_ca_system_score_gemma":0.0001865156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003868738,"about_ca_topic_score_gemma":0.004580031,"domain_scores_codex":[0.9981269,0.000146667,0.0007640703,0.0001686482,0.0005168238,0.0002769064],"domain_scores_gemma":[0.9979368,0.0005663988,0.0005157046,0.0003167644,0.0005534983,0.0001108554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002634883,0.000208161,0.9396806,0.00002874758,0.0001372338,0.0002119024,0.01815635,0.001142479,0.03934743,0.0002012136,0.0000520617,0.0005703521],"study_design_scores_gemma":[0.002871042,0.0001203011,0.9687478,0.0006805185,0.0001461849,0.000141932,0.008102414,0.00003205522,0.01828137,0.0007076113,0.00005960338,0.0001091404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916671,0.006861059,0.0001068506,0.001051852,0.0001058777,0.0001493392,8.138782e-7,0.000008169284,0.00004894493],"genre_scores_gemma":[0.9802262,0.01833826,0.0006959603,0.0005495863,0.0000592581,0.0000025662,0.000001877875,0.00001583956,0.0001104583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906725,"threshold_uncertainty_score":0.4658484,"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."}}