{"id":"W2075126177","doi":"10.1002/smi.1274","title":"Psychological distress and collision involvement among adult drivers","year":2009,"lang":"en","type":"article","venue":"Stress and Health","topic":"Traffic and Road Safety","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; Dalhousie University; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; National Cancer Institute; Industry Canada","keywords":"Anxiety; Psychology; General Health Questionnaire; Marital status; Odds; Depression (economics); Distress; Odds ratio; Logistic regression; Clinical psychology; Mental health; Population; Psychiatry; Mental distress; Demography; Medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004145569,0.00008313478,0.0001190671,0.00002010225,0.0001029328,0.00001618022,0.00003361777,0.00004858292,0.000007012296],"category_scores_gemma":[0.000001015966,0.00006520432,0.00001270014,0.00003804013,0.00003668227,0.00003816036,0.00000900778,0.00009340124,8.582834e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002082401,"about_ca_system_score_gemma":0.000002926689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000456326,"about_ca_topic_score_gemma":0.0001642065,"domain_scores_codex":[0.9994978,0.000008869973,0.0001168464,0.0001338685,0.000068851,0.0001738027],"domain_scores_gemma":[0.9997485,0.000006029744,0.00001649489,0.00007280412,0.000008836842,0.0001473061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005038598,0.0003017787,0.278302,0.0006252212,0.0000368554,0.00003118442,0.003788679,0.006308572,0.00001970465,0.0192812,0.01258864,0.6786657],"study_design_scores_gemma":[0.0004121563,0.0001669798,0.9960153,0.00009777858,0.000002515925,0.000001041832,0.0003076468,0.002418834,0.00001102849,0.000114282,0.0003632412,0.00008917006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966936,0.0008563559,0.0002970017,0.0007419061,0.00009923429,0.0001234002,0.00003444619,0.0001072146,0.001046907],"genre_scores_gemma":[0.9949458,0.004561129,0.0002105207,0.0002008254,0.00003883044,0.000002211023,0.00001718582,0.00000433227,0.00001911561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7177133,"threshold_uncertainty_score":0.2658955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504792382947779,"score_gpt":0.2740431770574814,"score_spread":0.2589952532280036,"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."}}