{"id":"W2151883606","doi":"10.1177/009385480102800406","title":"Evaluating the Predictive Accuracy of Six Risk Assessment Instruments for Adult Sex Offenders","year":2001,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":421,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Recidivism; Sex offender; Risk assessment; Psychology; Sex offense; Psychopathy Checklist; Prison; Poison control; Checklist; Injury prevention; Psychiatry; Clinical psychology; Medicine; Medical emergency; Criminology; Sexual abuse; Computer security; Antisocial personality disorder","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353956,0.0002702968,0.0002973259,0.0001542314,0.0003729067,0.00004473572,0.0003020659,0.0001327417,0.0001152093],"category_scores_gemma":[0.0003651161,0.0002078912,0.0001148462,0.0002235697,0.0002342966,0.0001725114,0.00007236472,0.000336835,0.000009955153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005049002,"about_ca_system_score_gemma":0.0000637839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274357,"about_ca_topic_score_gemma":0.00002803404,"domain_scores_codex":[0.9979278,0.0002034433,0.0005162423,0.0005044697,0.0003800268,0.0004680136],"domain_scores_gemma":[0.9979764,0.0006464408,0.0005032487,0.0004638935,0.00028494,0.0001251335],"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":[0.002921065,0.00295425,0.1404731,0.001075286,0.0005103007,0.0000392696,0.0300318,0.00003397058,0.006077068,0.002967539,0.03163128,0.781285],"study_design_scores_gemma":[0.006619387,0.006904821,0.6857665,0.0002233638,0.03440921,0.0002567823,0.2613772,0.0024166,0.0003450392,0.0004603572,0.0005621866,0.0006585175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765105,0.0001443769,0.001424878,0.0001651871,0.01803709,0.001067785,0.0001346814,0.00004024488,0.002475219],"genre_scores_gemma":[0.9953219,0.0001156051,0.002620201,0.0004064567,0.000827914,0.0004152438,0.00003016103,0.00003853746,0.0002239642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7806265,"threshold_uncertainty_score":0.8477556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208537884784369,"score_gpt":0.4506489680408395,"score_spread":0.3297951795624026,"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."}}