{"id":"W2083900253","doi":"10.1177/1079063212464399","title":"Sex Offender Treatment Outcome, Actuarial Risk, and the Aging Sex Offender in Canadian Corrections","year":2012,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Recidivism; Sex offender; Psychology; Demography; Risk assessment; Sex offense; Poison control; Injury prevention; Cohort; Psychiatry; Clinical psychology; Medicine; Sexual abuse; Medical emergency; Internal medicine; Computer security","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":[0.001205404,0.0004940762,0.0005767846,0.0004612085,0.0004805393,0.00008621837,0.0002882954,0.0002772374,0.0004932645],"category_scores_gemma":[0.00009355279,0.0003639126,0.0001012279,0.0004448394,0.0003234053,0.0002419155,0.0000424972,0.0006702166,0.0003409983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742307,"about_ca_system_score_gemma":0.0001283748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3465498,"about_ca_topic_score_gemma":0.3851534,"domain_scores_codex":[0.9963269,0.0006772134,0.0006142578,0.0006331461,0.000257425,0.001491107],"domain_scores_gemma":[0.9976311,0.0006132365,0.0002181033,0.0008482246,0.0000274839,0.0006618927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002439922,0.000409199,0.8500853,0.000008230498,0.0003469492,0.00002492787,0.09770402,0.00001908823,0.00001765984,0.002118783,0.02588048,0.02314139],"study_design_scores_gemma":[0.02101154,0.0006395012,0.6189786,0.00003387551,0.0004840425,0.0003563839,0.08975556,0.0004064044,0.00003899878,0.0005639989,0.2661652,0.001565917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8940707,0.00088848,0.0001099677,0.0006244389,0.08150455,0.0008768237,0.0000954196,0.0001258112,0.02170382],"genre_scores_gemma":[0.9878764,0.00003463569,0.0001206418,0.0009107225,0.003252718,0.0001478734,0.00003309011,0.00008316716,0.007540818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2402847,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156672193486662,"score_gpt":0.3219939348455502,"score_spread":0.2804272129106836,"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."}}