{"id":"W2413359545","doi":"10.1002/cbm.2005","title":"The impact of a community mental health initiative on outcomes for offenders with a serious mental disorder","year":2016,"lang":"en","type":"article","venue":"Criminal Behaviour and Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Recidivism; Mental health; Prison; Psychiatry; Intervention (counseling); Psychology; Confounding; Clinical psychology; Medicine; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000737551,0.0004007609,0.0005633655,0.0001245576,0.001352029,0.00002566071,0.0002625136,0.00007225833,0.00004178794],"category_scores_gemma":[0.00001055303,0.0002139608,0.0001827065,0.0001100748,0.000496865,0.0001163527,0.00007002294,0.0003065148,0.000006722998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006438823,"about_ca_system_score_gemma":0.0002482552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114392,"about_ca_topic_score_gemma":0.001669592,"domain_scores_codex":[0.9974561,0.0005116687,0.0005654463,0.0003401898,0.0002993094,0.0008272386],"domain_scores_gemma":[0.9983209,0.0002808202,0.0005007893,0.000466006,0.0000386097,0.0003928092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01054224,0.00428093,0.4779792,0.0001979271,0.0005929388,0.000003477458,0.1326232,2.364949e-7,0.0001406684,0.002413114,0.2012215,0.1700046],"study_design_scores_gemma":[0.00950809,0.02404542,0.8562829,0.0002977194,0.00004242845,0.0001515324,0.1079658,0.000002059594,0.00003168309,0.0001892108,0.001117097,0.0003660473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809858,0.0005252918,0.00007526138,0.007958909,0.006282181,0.001981575,0.001735358,0.00004321256,0.0004123751],"genre_scores_gemma":[0.9978607,0.0001350628,0.0001219105,0.001277359,0.00007809124,0.0001278004,0.0001436441,0.00005536183,0.0002000306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783037,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645135126528067,"score_gpt":0.4219789597636297,"score_spread":0.345527608498349,"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."}}