{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006132674,0.0005400629,0.0005473078,0.0007974498,0.0007053595,0.00006717603,0.0005487493,0.0001701564,0.0009016756],"category_scores_gemma":[0.00002679425,0.0005979576,0.00006237327,0.001207458,0.000183942,0.0002685029,0.0003320681,0.0009129011,0.0001322413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489135,"about_ca_system_score_gemma":0.00004362281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004909548,"about_ca_topic_score_gemma":0.0005535273,"domain_scores_codex":[0.9957085,0.0004635967,0.0007825223,0.001239075,0.0006949097,0.001111364],"domain_scores_gemma":[0.9985928,0.0001384196,0.0003251969,0.000631039,0.00003378795,0.0002787901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001393598,0.002381029,0.6083019,0.00007660388,0.0002227202,0.0001740018,0.07606278,0.00005017905,0.0005641421,0.001971645,0.2035903,0.1052111],"study_design_scores_gemma":[0.02198653,0.006154836,0.6945661,0.0000392149,0.0001571648,0.0006391392,0.1465925,0.000367932,0.00002956174,0.00120461,0.1251409,0.003121483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173264,0.0006723228,0.00001304484,0.0001446614,0.07749012,0.0009452993,0.0002109974,0.0001841912,0.003012985],"genre_scores_gemma":[0.9961832,0.000008624779,0.0002524722,0.0008325103,0.0008348468,0.0002613227,0.0001919121,0.0001354244,0.001299726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020896,"threshold_uncertainty_score":0.9996472,"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."}}