{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003728559,0.0001639183,0.0001951052,0.0004821729,0.0003199711,0.0004358642,0.0001845877,0.000350586,0.001989564],"category_scores_gemma":[0.002894332,0.000174188,0.0002875252,0.0004267348,0.0002129401,0.0002695028,0.0004194573,0.0003584753,0.0001602792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846674,"about_ca_system_score_gemma":0.0002298404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199145,"about_ca_topic_score_gemma":0.01821829,"domain_scores_codex":[0.9996902,0.00009183589,0.00002833541,0.00003359635,0.00009106378,0.00006496923],"domain_scores_gemma":[0.998481,0.0002008916,0.0007971477,0.00004015588,0.0001693394,0.000311528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003740567,0.00003155453,0.9987791,0.000006281628,0.00001834769,0.00002615753,0.0001318377,0.00001827734,0.00005305644,0.000004858891,0.00003788931,0.0008552257],"study_design_scores_gemma":[0.0000013265,0.00005127246,0.9995559,0.000002725163,0.000005629376,0.00006648844,0.0001991442,0.00004642646,0.00001002141,0.00000578869,0.00005386997,0.000001463596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995895,0.0001289901,0.00001459549,0.00003746651,0.000002072153,0.000002551574,0.00005610183,9.534064e-7,0.000167851],"genre_scores_gemma":[0.9997851,0.00005989572,0.00001292828,0.000007612257,0.000003096083,0.000001492264,0.00005567635,1.859598e-7,0.00007384146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199145,"threshold_uncertainty_score":0.02384329,"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."}}