{"id":"W2106124767","doi":"10.1177/0093854814549595","title":"Examining Implementation of Risk Assessment in Case Management for Youth in the Justice System","year":2014,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Recidivism; Psychological intervention; Economic Justice; Risk assessment; Psychology; Poison control; Applied psychology; Human factors and ergonomics; Suicide prevention; Needs assessment; Occupational safety and health; Risk management; Injury prevention; Criminal justice; Computer security; Medicine; Business; Environmental health; Criminology; Psychiatry; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05533769,0.0004759528,0.0005281513,0.002499447,0.003687503,0.004051328,0.002863058,0.001111834,0.002089851],"category_scores_gemma":[0.2030473,0.0007641223,0.0006332168,0.001446175,0.001544826,0.004468452,0.004412601,0.003691292,0.0003705934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01083648,"about_ca_system_score_gemma":0.02467705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396239,"about_ca_topic_score_gemma":0.0311542,"domain_scores_codex":[0.9378918,0.04745234,0.002408592,0.001415731,0.007313829,0.00351752],"domain_scores_gemma":[0.8691294,0.06972288,0.03203324,0.006645875,0.01161095,0.01085769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003936808,0.005874305,0.4949361,0.0006844113,0.0001519792,0.0005296953,0.04265022,0.001792233,0.0005682248,0.003124658,0.005409751,0.4438848],"study_design_scores_gemma":[0.0002992256,0.006434168,0.8571462,0.004168629,0.000223448,0.001327174,0.0886203,0.01343175,0.002202542,0.008620969,0.01730016,0.0002253814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962785,0.001586576,0.009029974,0.01063759,0.0001534136,0.003013872,0.0001177401,0.0001736276,0.01250207],"genre_scores_gemma":[0.9809672,0.0007411478,0.01628504,0.0003984919,0.00004992132,0.001006176,0.00006388,0.0000158252,0.0004721912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05533769,"threshold_uncertainty_score":0.2926572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0930891361598705,"score_gpt":0.404076069442256,"score_spread":0.3109869332823856,"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."}}