{"id":"W3023359083","doi":"10.1111/lcrp.12173","title":"Risk relevance of psychometric assessment and evaluator ratings of dynamic risk factors in high‐risk violent offenders","year":2020,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Saskatchewan; Université de Montréal","funders":"","keywords":"Recidivism; Psychology; Risk assessment; Poison control; Injury prevention; Anger; Clinical psychology; Psychological intervention; Impulsivity; Logistic regression; Suicide prevention; Human factors and ergonomics; Psychiatry; Medicine; Environmental health; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008243468,0.0005524418,0.001224169,0.0005205323,0.0001209408,0.00002034066,0.000477204,0.0005774003,0.0002921862],"category_scores_gemma":[0.0006756634,0.0004486215,0.0001824369,0.0009232423,0.000925711,0.0001350904,0.0001523196,0.00148473,0.00001562737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812787,"about_ca_system_score_gemma":0.00003633101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009266529,"about_ca_topic_score_gemma":0.00006396988,"domain_scores_codex":[0.9948512,0.001190186,0.001344769,0.001457091,0.0004016501,0.0007550581],"domain_scores_gemma":[0.9967897,0.0008480234,0.001308058,0.0006367171,0.00008679492,0.0003307034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001479137,0.001088352,0.8666546,0.00009922105,0.0003323449,0.00002825753,0.002477356,0.00002197093,0.001991943,0.005229582,0.003727994,0.1168693],"study_design_scores_gemma":[0.00454017,0.00429816,0.9805865,0.00004122093,0.000219095,0.00002882429,0.002075695,0.0003332667,0.00004730714,0.006665814,0.0007276632,0.0004362627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841064,0.002471188,0.00138582,0.0009279831,0.008143865,0.0005821472,0.0002140604,0.00008180854,0.002086716],"genre_scores_gemma":[0.9943044,0.002192378,0.002592614,0.0006376989,0.0001506483,0.00004046852,0.00001842007,0.00004332768,0.00002010602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116433,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06425815687077385,"score_gpt":0.3674707530874877,"score_spread":0.3032125962167138,"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."}}