{"id":"W3154723207","doi":"10.1503/jpn.200103","title":"The predictive value of neurobiological measures for recidivism in delinquent male young adults","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Psychology; Juvenile delinquency; Predictive validity; Predictive power; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009577359,0.0003633048,0.0003005379,0.0009556459,0.0003443469,0.0005312615,0.0002765476,0.0003642378,0.001177528],"category_scores_gemma":[0.004308078,0.0002069425,0.0003329336,0.0004094966,0.0003076997,0.0002922807,0.0004770842,0.0007507034,0.0001692269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223161,"about_ca_system_score_gemma":0.0002526016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004153022,"about_ca_topic_score_gemma":0.008592436,"domain_scores_codex":[0.9997664,0.00005860789,0.00003272218,0.00004530512,0.00005936862,0.00003757947],"domain_scores_gemma":[0.9977284,0.0006446086,0.0009056664,0.0001329976,0.0002855693,0.0003027712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003293854,0.0000145631,0.9987395,0.000003126689,0.00001579946,0.00001488585,0.00002806535,0.00002231306,0.00005057123,0.000003983946,0.00001896472,0.001055294],"study_design_scores_gemma":[0.000001446341,0.00003693011,0.9996505,0.00000264596,0.000007664113,0.00005447375,0.00004487342,0.000140585,0.0000251461,0.0000145592,0.00002020323,9.909754e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993179,0.0002222123,0.00006253231,0.00003536375,0.000004993697,0.0000084319,0.0001306198,0.000002924494,0.0002150279],"genre_scores_gemma":[0.9996358,0.00006669381,0.00007967692,0.000006338513,0.000004707078,0.000005716646,0.0001503305,7.503428e-7,0.00004989879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004153022,"threshold_uncertainty_score":0.008257687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177641848414865,"score_gpt":0.3117929713646976,"score_spread":0.2800165528805489,"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."}}