{"id":"W4381852026","doi":"10.1177/21676968231184278","title":"The Validity of Violence Risk Assessment in Young Adults: A Comparative Study of Juvenile and Adult Risk Assessment Tools","year":2023,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Recidivism; Risk assessment; Risk management tools; Psychology; Juvenile delinquency; Predictive validity; Juvenile; Psychological resilience; Clinical psychology; Poison control; Developmental psychology; Medicine; Environmental health; Social psychology; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002462958,0.0003791448,0.0007793738,0.0003120861,0.0003953027,0.00004921024,0.0005100073,0.0001124924,0.00003592042],"category_scores_gemma":[0.0004006317,0.0003111662,0.0001092848,0.001411205,0.0002642249,0.0002100514,0.0002090603,0.0008294557,0.00001708569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205239,"about_ca_system_score_gemma":0.00009435762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328935,"about_ca_topic_score_gemma":0.003669912,"domain_scores_codex":[0.994923,0.001662771,0.001316281,0.0007819589,0.0006516377,0.0006643747],"domain_scores_gemma":[0.9963276,0.001031605,0.001224162,0.0009139288,0.0003749146,0.0001278137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947251,0.001463706,0.920278,0.00006760509,0.0002928046,0.00001291835,0.05190227,0.000149783,0.00009203107,0.0008347699,0.003700894,0.02091056],"study_design_scores_gemma":[0.003960853,0.001511557,0.8357213,0.0004530382,0.0000956326,0.000005726908,0.1546088,0.002118796,0.0000311917,0.001166604,0.00006505004,0.0002615171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852361,0.0002232262,0.0002609976,0.0001101509,0.009972884,0.001220206,0.0002250578,0.0001025696,0.002648813],"genre_scores_gemma":[0.997988,0.0006296201,0.0008203405,0.00001271253,0.0001848668,0.0002722926,0.00002339126,0.00003971452,0.00002906929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027065,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931830993370995,"score_gpt":0.3775515721019041,"score_spread":0.3382332621681942,"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."}}