{"id":"W2540760131","doi":"10.1037/lhb0000214","title":"Risk assessment matters, but only when implemented well: A multisite study in juvenile probation.","year":2016,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute on Drug Abuse; John D. and Catherine T. MacArthur Foundation","keywords":"Recidivism; Psychology; PsycINFO; Risk assessment; Risk management; Juvenile delinquency; Juvenile; Poison control; Human factors and ergonomics; Case management; Applied psychology; Actuarial science; Clinical psychology; Criminology; Psychiatry; Environmental health; Computer security; Business; MEDLINE; Political science; Medicine; Law","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":[0.003059441,0.0004109655,0.0004471428,0.0008853349,0.002654294,0.001795872,0.0008851566,0.0009931172,0.00143681],"category_scores_gemma":[0.01199915,0.0006337548,0.0005907551,0.0009075704,0.001026192,0.001686015,0.001809888,0.002266335,0.0003602782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160627,"about_ca_system_score_gemma":0.002654631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157922,"about_ca_topic_score_gemma":0.06735384,"domain_scores_codex":[0.9967129,0.001780343,0.0002318271,0.0002296539,0.0005272675,0.000517906],"domain_scores_gemma":[0.9921461,0.001532164,0.003041166,0.0004706957,0.0006782997,0.002131592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146487,0.009824586,0.9547263,0.0001150438,0.0001873053,0.001005532,0.01449738,0.0001434161,0.0008697826,0.0001316837,0.001027339,0.01632513],"study_design_scores_gemma":[0.0001573739,0.006814295,0.9673063,0.00005790245,0.00007604603,0.0005239401,0.02366366,0.0003605513,0.000185268,0.0001209015,0.0007048313,0.0000289963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996798,0.00003778615,0.00002644548,0.00007261043,0.000003281792,0.00004229109,0.00002610871,0.000001611762,0.0001099392],"genre_scores_gemma":[0.9991742,0.00007454946,0.0001424946,0.0001013897,0.00001133595,0.0001153642,0.00006617136,0.00000361019,0.0003108581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157922,"threshold_uncertainty_score":0.04290718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765639760799704,"score_gpt":0.3551093582807484,"score_spread":0.3274529606727513,"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."}}