{"id":"W4385503483","doi":"10.1177/00938548231186164","title":"Community-Based Treatment for Individuals Convicted of Sexual Offenses Using the Integrated Risk Assessment and Treatment System Model Versus Standard Correctional Programming","year":2023,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services; Ontario Tech University","funders":"","keywords":"Recidivism; Sex offender; Risk assessment; Sex offense; Psychology; Psychiatry; Poison control; Suicide prevention; Human factors and ergonomics; Injury prevention; Clinical psychology; Medicine; Sexual abuse; Medical emergency; Computer security; Computer science","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":[0.0005179255,0.0003471862,0.0004458165,0.0002071239,0.0008112447,0.00008065097,0.0001304198,0.0001388103,0.000007020626],"category_scores_gemma":[0.00002884364,0.0002457804,0.00007741405,0.0002513101,0.0002964522,0.00006643908,0.0000384138,0.000228291,0.000001471228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979529,"about_ca_system_score_gemma":0.0002152304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029589,"about_ca_topic_score_gemma":0.000250206,"domain_scores_codex":[0.9981552,0.0003925634,0.0004398249,0.000369192,0.0002398279,0.000403346],"domain_scores_gemma":[0.9981482,0.000854483,0.0003247228,0.0003750467,0.000173176,0.0001243885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03025835,0.01163987,0.09016346,0.006024357,0.004167586,0.0001965046,0.1339298,0.004768063,0.01140329,0.004934074,0.007540402,0.6949742],"study_design_scores_gemma":[0.02488255,0.03158661,0.04076963,0.000404057,0.07302394,0.0001713008,0.7751688,0.05111678,0.0006882504,0.00001594159,0.001223851,0.0009482301],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840659,0.0001226071,0.003019127,0.00003591654,0.009789857,0.001301626,0.001488853,0.0001330566,0.00004302795],"genre_scores_gemma":[0.9930226,0.00001564349,0.005671181,0.00002422878,0.0002089273,0.0005915966,0.0003551058,0.00004614261,0.00006457807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694026,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1990111276921708,"score_gpt":0.4270092180746091,"score_spread":0.2279980903824383,"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."}}