{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678084,0.0001710122,0.0002692308,0.0006983515,0.0008217319,0.0005161977,0.0002939092,0.0002860072,0.002223022],"category_scores_gemma":[0.001985675,0.0002653727,0.0001778275,0.0006304645,0.0005284388,0.0003323789,0.0007126539,0.0004041192,0.0001778487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008861392,"about_ca_system_score_gemma":0.0006746842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08289312,"about_ca_topic_score_gemma":0.1362888,"domain_scores_codex":[0.9996019,0.00006443877,0.00003139279,0.00004167524,0.0001157196,0.0001449087],"domain_scores_gemma":[0.9990355,0.00005815474,0.0005169709,0.00002225606,0.0001120434,0.0002551087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003836651,0.00001934436,0.997336,0.00001407726,0.0000116799,0.0001215906,0.001003428,0.000007510361,0.00009805074,0.000007016354,0.00006889848,0.001273891],"study_design_scores_gemma":[0.000002232169,0.00004190089,0.9981464,0.000008108878,0.000005455644,0.0002051484,0.001482634,0.00001244704,0.00001653296,0.000003660176,0.00007377761,0.000001664985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996131,0.00007335397,0.000006813254,0.00003147744,0.000001021065,0.000004978384,0.00007130665,3.920839e-7,0.0001974524],"genre_scores_gemma":[0.9995647,0.0001308985,0.00001489707,0.00001430206,0.000003176104,0.000004577036,0.0001288858,3.302579e-7,0.0001381474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08289312,"threshold_uncertainty_score":0.1648213,"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."}}