{"id":"W2898454129","doi":"10.1007/s00127-018-1619-6","title":"Changing characteristics of forensic psychiatric patients in Ontario: a population-based study from 1987 to 2012","year":2018,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Mental Health & Substance Use Services; Provincial Health Services Authority; University of British Columbia; Université de Montréal; Institut national de psychiatrie légale Philippe-Pinel; Royal Ottawa Mental Health Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Michael Smith Health Research BC","keywords":"Forensic science; Psychiatry; Population; Forensic psychiatry; Mental health; Epidemiology; Medicine; Psychology; Demography; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002273778,0.0008964249,0.002020616,0.00194255,0.0006402692,0.00002669164,0.0007202917,0.0007753051,0.0008388702],"category_scores_gemma":[0.0002799571,0.0009316938,0.0003859174,0.002465243,0.0002587651,0.0002046537,0.0001597778,0.001027506,0.0001809632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600779,"about_ca_system_score_gemma":0.0002654484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05237769,"about_ca_topic_score_gemma":0.186409,"domain_scores_codex":[0.9915731,0.00154873,0.002879323,0.001829236,0.0004310595,0.001738534],"domain_scores_gemma":[0.9959734,0.0008915887,0.001573206,0.0008944408,0.0002013523,0.0004659937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001516472,0.00246511,0.9574153,0.00004064933,0.0002235975,0.000002136793,0.005688008,0.00000253487,0.000001520889,0.004458624,0.02299467,0.0051913],"study_design_scores_gemma":[0.004878153,0.00273573,0.9763415,0.00006031759,0.0002414906,0.000002632601,0.002169792,0.00001760831,2.318438e-7,0.01122855,0.001482654,0.0008413114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872495,0.000515329,0.0006047066,0.001664622,0.1055185,0.00170608,0.0002152888,0.0001178923,0.002408111],"genre_scores_gemma":[0.9823335,0.000005111559,0.007068032,0.003268694,0.006569894,0.0001654206,0.0002437623,0.0001262124,0.0002193523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1340313,"threshold_uncertainty_score":0.9993134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742515974888255,"score_gpt":0.3349340648019852,"score_spread":0.2975089050531027,"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."}}