{"id":"W2123214683","doi":"10.1177/0093854810389534","title":"A Comparison of Static and Dynamic Assessment of Sexual Offender Risk and Need in a Treatment Context","year":2010,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Recidivism; Risk assessment; Context (archaeology); Psychology; Sex offender; Poison control; Sex offense; Injury prevention; Predictive validity; Human factors and ergonomics; Clinical psychology; Psychiatry; Demography; Sexual abuse; Medicine; Computer security; Medical emergency; Computer science","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":[0.0001992249,0.0002191101,0.0004975369,0.0001926822,0.00005650043,0.0000165181,0.00007209248,0.000123982,0.00005001741],"category_scores_gemma":[0.00002187468,0.0001925847,0.00002334712,0.00009427984,0.0003285614,0.00006412403,0.00003650743,0.0002760456,0.000001216102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000264891,"about_ca_system_score_gemma":0.00003917987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086454,"about_ca_topic_score_gemma":0.0017202,"domain_scores_codex":[0.9986666,0.00009587773,0.0004773919,0.0003670265,0.0001416607,0.0002514819],"domain_scores_gemma":[0.9990731,0.0002323366,0.0002789333,0.0002510947,0.00004211815,0.0001224225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004233583,0.003270991,0.7043998,0.0009780058,0.00008734341,0.00004557098,0.03579365,0.000001130153,0.04065041,0.001088742,0.0003093918,0.2129516],"study_design_scores_gemma":[0.002788812,0.002444075,0.8736264,0.00004359796,0.005378575,0.00006856267,0.1148317,0.0004431586,0.0001321464,0.00002767485,0.00002999952,0.0001853791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944378,0.0005891838,0.0001151345,0.00003307217,0.00414979,0.0003795834,0.00008557941,0.00001117426,0.0001986896],"genre_scores_gemma":[0.9984108,0.00003789526,0.001334776,0.00002750918,0.00005428579,0.00004802651,0.00001204242,0.00001906624,0.0000556534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2127662,"threshold_uncertainty_score":0.7853378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194718718130207,"score_gpt":0.4257725758916998,"score_spread":0.3638253887103977,"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."}}