{"id":"W1894820588","doi":"10.17269/cjph.98.852","title":"Driving after drinking in Canada: findings from the Canadian Addiction Survey.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction","funders":"","keywords":"Environmental health; Injury prevention; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Poison control; Medicine; Drunk drivers; Countermeasure; Addiction; Crash; Psychiatry; Drunk driving; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007895057,0.0001380803,0.0001976236,0.00008823448,0.001335989,0.00001014292,0.0002133603,0.0000894696,0.0001230286],"category_scores_gemma":[0.001042955,0.0001084525,0.00002368437,0.0002987472,0.00004839174,0.00009976281,0.0001034651,0.0006550256,0.00003003726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634384,"about_ca_system_score_gemma":0.002165918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998552,"about_ca_topic_score_gemma":0.9999997,"domain_scores_codex":[0.9976904,0.000474888,0.0003458567,0.0002588069,0.0002778831,0.0009522058],"domain_scores_gemma":[0.9980735,0.001307603,0.00007331026,0.0002659871,0.00008009168,0.0001995425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003151213,0.000002873211,0.9741687,0.000002560941,0.00002074714,0.00002648949,0.002524328,0.000003031642,1.09816e-7,0.000001558805,0.02153589,0.001710611],"study_design_scores_gemma":[0.0002405837,9.568408e-7,0.9904185,0.00006313629,0.000006386007,6.663868e-7,0.0003398062,0.00001326028,0.000001530237,0.00001417404,0.008783158,0.0001178772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931744,0.0001721209,0.000001972866,0.00292385,0.001279323,0.0008070303,0.00007089151,0.00003170144,0.001538705],"genre_scores_gemma":[0.9949498,0.0000415954,0.000008823828,0.002031882,0.0002133119,0.002060317,0.00002382388,0.00002386533,0.000646638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624982,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580472619070907,"score_gpt":0.2714240110057576,"score_spread":0.2156192848150485,"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."}}