{"id":"W4224245354","doi":"10.1177/10790632221088012","title":"Serious Mental Illness and Sexual Offending in Forensic Psychiatric Patients","year":2022,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Forensic psychiatry; Forensic science; Clinical psychology; Mental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002983644,0.0001274569,0.000216078,0.001073174,0.0009426622,0.000806924,0.0002611507,0.0003079347,0.002010515],"category_scores_gemma":[0.002780661,0.0001766141,0.0002504233,0.0009464104,0.0005058896,0.0004949199,0.000924335,0.0005832535,0.0001634211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007714884,"about_ca_system_score_gemma":0.0008980651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02558985,"about_ca_topic_score_gemma":0.0559678,"domain_scores_codex":[0.9996341,0.00006262736,0.00004681929,0.00003632934,0.0001010674,0.0001190118],"domain_scores_gemma":[0.9982163,0.0001792785,0.001097697,0.00005183064,0.0001051492,0.0003495492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002193516,0.00001559405,0.9989347,0.00000461332,0.00000457931,0.00007166457,0.0002216652,0.000004760289,0.00004672669,0.00001384398,0.00003466282,0.0006252953],"study_design_scores_gemma":[0.000001463087,0.00002812034,0.998456,0.0000081882,0.000002932026,0.0003744588,0.00098676,0.00002425038,0.00001746813,0.00001646033,0.00008207576,0.000001784868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994867,0.00006806909,0.000009809678,0.0000417672,0.000001645608,0.000005309151,0.00009937135,4.582686e-7,0.000286893],"genre_scores_gemma":[0.9997032,0.00007666422,0.00001587427,0.00001904716,0.000003822985,0.000002440539,0.0001129874,3.299419e-7,0.00006568034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558985,"threshold_uncertainty_score":0.0508818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383084510278102,"score_gpt":0.271970993360956,"score_spread":0.2581401482581749,"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."}}