{"id":"W2287351536","doi":"10.1177/070674370505001120","title":"Forensic Risk Assessment and Dangerous Driving","year":2005,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Forensic psychiatry; Risk assessment; Population; Medicine; Psychopathy; Poison control; Risk management tools; Mental illness; Injury prevention; Psychology; Personality; Medical emergency; Mental health; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591289,0.00108386,0.001820593,0.001383701,0.001535305,0.003521452,0.002770105,0.01095,0.007094853],"category_scores_gemma":[0.0338645,0.0006918567,0.0007865765,0.0008046624,0.002063085,0.004210783,0.001459513,0.01493341,0.003625439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487966,"about_ca_system_score_gemma":0.003746239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305,"about_ca_topic_score_gemma":0.005163521,"domain_scores_codex":[0.9979671,0.0005830884,0.0003496723,0.0002851594,0.0006435948,0.000171435],"domain_scores_gemma":[0.9845653,0.007333824,0.001524453,0.0002382922,0.004662051,0.001675976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003319849,0.00001465981,0.0003519575,0.0002669025,0.00001931073,0.0006357878,0.00006401361,0.00002926578,0.00001646651,0.0005020038,0.9778726,0.02019376],"study_design_scores_gemma":[0.00007733545,0.00006742886,0.002410624,0.002954644,0.00007783237,0.00517692,0.0004185712,0.0003186483,0.0001147852,0.00192847,0.9864001,0.00005448114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004413648,0.03755281,0.0001722389,0.5386289,0.4211238,0.00001856082,0.00008670106,0.00003526574,0.001940394],"genre_scores_gemma":[0.00555026,0.03773934,0.0002458733,0.2143279,0.7359591,0.00003525624,0.00006973003,0.00003151921,0.006041056],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01095,"threshold_uncertainty_score":0.02373469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004420140767035,"score_gpt":0.294045557489205,"score_spread":0.2740013560815346,"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."}}