{"id":"W1988358108","doi":"10.1097/01.yco.0000179493.15688.78","title":"Epidemiology of mental illness in a correctional system","year":2005,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental illness; Psychiatry; Population; Medicine; Prevalence of mental disorders; Mental health; Epidemiology; Addiction; Bipolar disorder; Clinical psychology; Mood; Psychology; Environmental health","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":[0.000866409,0.0006221955,0.001722949,0.004227472,0.0002911302,0.001743536,0.0007725401,0.0008356535,0.002709991],"category_scores_gemma":[0.007624273,0.0003083492,0.00101637,0.005161947,0.0006060722,0.001077242,0.0007407421,0.0008006975,0.0004067349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999379,"about_ca_system_score_gemma":0.003150827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00826322,"about_ca_topic_score_gemma":0.01119783,"domain_scores_codex":[0.998786,0.0002894361,0.0004102675,0.0001508674,0.0003065483,0.00005683127],"domain_scores_gemma":[0.9941182,0.002532583,0.002457929,0.00007814837,0.0006555726,0.0001575091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001304359,0.00003702962,0.01791494,0.3766842,0.002554189,0.0006126789,0.0005730198,0.0003255268,0.0001724112,0.0009760297,0.02872287,0.5712968],"study_design_scores_gemma":[0.00005229062,0.0002976267,0.1591121,0.5170262,0.007190296,0.009709883,0.00171303,0.0002099555,0.0001989971,0.0007990421,0.3035972,0.00009349766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005055813,0.998836,0.00001837267,0.0002023504,0.0001404127,0.000007106694,0.00007073065,0.000002440632,0.000217012],"genre_scores_gemma":[0.007023879,0.9924396,0.00005354718,0.0001907541,0.0001654589,0.000009034355,0.00006654185,0.00000144494,0.0000496557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00826322,"threshold_uncertainty_score":0.01643026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06681377124590575,"score_gpt":0.4011273646396968,"score_spread":0.334313593393791,"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."}}