{"id":"W2997984945","doi":"10.18192/uojm.v9i2.4335","title":"The Importance of Mental Health Courts for Psychiatry &amp; the Criminal Justice System","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Criminal justice; Mental health; Economic Justice; Mentally ill; Psychiatry; Criminology; Psychology; Political science; Law; Medicine; Mental illness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005552215,0.000233743,0.0005305323,0.0007613167,0.01030875,0.01151094,0.002028376,0.01788777,0.006524932],"category_scores_gemma":[0.01863826,0.0003544732,0.0006889648,0.0005218093,0.01583967,0.006888653,0.003529092,0.01664617,0.0005390797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01798932,"about_ca_system_score_gemma":0.05137447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1477666,"about_ca_topic_score_gemma":0.4060177,"domain_scores_codex":[0.9875415,0.005823691,0.0007630149,0.0008184858,0.002459348,0.002593928],"domain_scores_gemma":[0.97045,0.01503297,0.001973404,0.0006188122,0.005992571,0.00593227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002762412,0.00003607313,0.002403286,0.000645615,0.00003324506,0.001575902,0.004911395,0.0002699623,0.0002944535,0.3751417,0.5580631,0.05659753],"study_design_scores_gemma":[0.0000349713,0.00004865408,0.008263963,0.003470445,0.00005846368,0.001442235,0.01005042,0.0003057831,0.000197228,0.04527325,0.9307415,0.0001129417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001671023,0.01719362,0.0001825116,0.9624113,0.005334785,0.000008716648,0.00001493813,0.00001144143,0.01317155],"genre_scores_gemma":[0.1935267,0.04914838,0.00136463,0.7131232,0.02221369,0.00006273622,0.00003575175,0.00002899918,0.020496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1477666,"threshold_uncertainty_score":0.2938129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366429060009226,"score_gpt":0.305903661266092,"score_spread":0.2822393706659997,"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."}}