{"id":"W1975557832","doi":"10.1016/j.ijlp.2009.06.002","title":"Evidence-based practice in group work with incarcerated youth","year":2009,"lang":"en","type":"review","venue":"International Journal of Law and Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dialectical behavior therapy; Borderline personality disorder; Psychology; Criminal justice; Juvenile delinquency; Mental health; Recidivism; Aggression; Psychiatry; Clinical psychology; Restorative justice; Criminology","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":[0.001248109,0.0003693073,0.00102807,0.0004500875,0.00005104458,0.0001098225,0.0006088405,0.000374252,0.0001703077],"category_scores_gemma":[0.00008064076,0.0002707104,0.0003092659,0.0003131392,0.0001426046,0.0002943723,0.00002089507,0.001278214,0.00001861502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007175352,"about_ca_system_score_gemma":0.0003548429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403771,"about_ca_topic_score_gemma":0.0001382844,"domain_scores_codex":[0.9968458,0.0009888913,0.001052964,0.0003638091,0.0004901072,0.000258381],"domain_scores_gemma":[0.9972925,0.0007261468,0.001337884,0.0002256517,0.0002905549,0.0001273137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003179379,0.001388925,0.00140807,0.0005100557,0.001097931,0.0009318861,0.002031543,0.000004315203,3.51396e-8,0.02536599,0.002376192,0.9617057],"study_design_scores_gemma":[0.001893941,0.0007920503,0.0005478276,0.02832709,0.0006411262,0.001962809,0.00049941,2.905868e-7,4.911906e-9,0.0006863702,0.9642898,0.000359264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001873066,0.9809166,0.0001427729,0.002697367,0.003275672,0.0002102556,0.00003783856,0.0000105786,0.01252162],"genre_scores_gemma":[0.001647548,0.9903097,0.001381828,0.0054476,0.00103229,0.00001063485,0.00004159103,0.00003728244,0.00009159137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619136,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539267056256655,"score_gpt":0.394902747143159,"score_spread":0.3295100765805925,"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."}}