{"id":"W2148832716","doi":"10.1177/070674370304801007","title":"Psychiatric Distress among Road Rage Victims and Perpetrators","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Traffic and Road Safety","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; Centre for Addiction and Mental Health","funders":"","keywords":"Rage (emotion); Psychiatry; Distress; Psychology; Injury prevention; Poison control; Clinical psychology; Medicine; Medical emergency; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002661594,0.0001444235,0.0001583203,0.0001551418,0.0002800524,0.00006292052,0.0002078963,0.00007354557,0.0001057745],"category_scores_gemma":[0.00001256004,0.0001025979,0.00009188351,0.000233554,0.0001058916,0.0001036042,0.000002450035,0.0004227358,0.000007083086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006146457,"about_ca_system_score_gemma":0.0004278518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009147982,"about_ca_topic_score_gemma":0.1415297,"domain_scores_codex":[0.9991768,0.00004765132,0.0002907096,0.00007872889,0.0001189475,0.0002871333],"domain_scores_gemma":[0.9992332,0.00001399438,0.00007509484,0.0001701498,0.00003090886,0.0004766935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000136035,0.00002941971,0.92175,0.00009535621,0.00024693,0.00006842313,0.001554582,0.01128219,0.000005195791,0.02044163,0.03783879,0.006673883],"study_design_scores_gemma":[0.001045952,0.00009924823,0.9672099,0.00008979895,0.0001512927,0.0008094089,0.001632956,0.0005662161,0.00001108765,0.003451738,0.0244833,0.0004490598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749205,0.007706596,0.0002234958,0.001045872,0.005532,0.00007799469,0.00001513883,0.0000253613,0.0104531],"genre_scores_gemma":[0.9986166,0.0001055995,0.0007912455,0.0000734817,0.0003019724,8.052234e-7,6.151908e-7,0.00002720352,0.00008249095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406149,"threshold_uncertainty_score":0.8741351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003264072937928882,"score_gpt":0.1717242340843109,"score_spread":0.168460161146382,"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."}}