{"id":"W4309166335","doi":"10.1177/10790632221139166","title":"Long Term Recidivism Rates Among Individuals at High Risk to Sexually Reoffend","year":2022,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Recidivism; Demography; Sexual violence; Risk assessment; Psychology; Medicine; Psychiatry; Computer security; Criminology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005807901,0.0001367695,0.0001631424,0.0012466,0.0009157887,0.0005328981,0.000655403,0.0003136696,0.0009346188],"category_scores_gemma":[0.002346034,0.0002070791,0.0002887903,0.001020263,0.0003966154,0.0003944836,0.0005640341,0.0005945031,0.0001362157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005015169,"about_ca_system_score_gemma":0.003952941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.884082,"about_ca_topic_score_gemma":0.918984,"domain_scores_codex":[0.9995021,0.00004524548,0.00003105432,0.00005141208,0.0001944467,0.0001757397],"domain_scores_gemma":[0.9983096,0.0001022556,0.0005435847,0.00007690179,0.0005524565,0.0004151982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002843683,0.00002045689,0.9975823,0.000003643339,0.00001028229,0.00002254307,0.0001822984,0.00004975043,0.00004021834,0.00002693383,0.0001233675,0.001909773],"study_design_scores_gemma":[6.201255e-7,0.00001165188,0.9995115,0.000002391786,0.000003686911,0.0000185477,0.0002931684,0.0000883984,0.00001720473,0.000006274392,0.00004467137,0.000001947637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989919,0.0000994726,0.00002208409,0.00006752583,0.000001692057,0.000007437819,0.0002547701,0.000002606004,0.0005524014],"genre_scores_gemma":[0.999177,0.00009854954,0.00004577227,0.00001489234,0.000001822247,0.000002479137,0.0003652048,8.465157e-7,0.0002934709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.884082,"threshold_uncertainty_score":0.2332014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273388493229919,"score_gpt":0.2986800415126312,"score_spread":0.2759461565803321,"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."}}