{"id":"W1967631753","doi":"10.1023/a:1005482921333","title":"Improving risk assessments for sex offenders: A comparison of three actuarial scales.","year":2000,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":1063,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Recidivism; Predictive validity; Psychology; Predictive value; Scale (ratio); Risk assessment; Sex offender; Legal psychology; Sex offense; Statistics; Demography; Clinical psychology; Poison control; Social psychology; Sexual abuse; Injury prevention; Medicine; Mathematics; Computer science; Medical emergency; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000259141,0.0002757603,0.0005017273,0.00007954186,0.0003662628,0.0000616052,0.0002507952,0.0002120539,0.0009539185],"category_scores_gemma":[0.000003523782,0.0002741189,0.0001435518,0.00006928368,0.0002812341,0.0001268757,0.00003447846,0.0002730251,0.00002355321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782494,"about_ca_system_score_gemma":0.00001562464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633096,"about_ca_topic_score_gemma":0.001704493,"domain_scores_codex":[0.9981506,0.00006960399,0.0005598026,0.0005408105,0.0002162985,0.0004629069],"domain_scores_gemma":[0.9989293,0.00008461821,0.0003042452,0.000507049,0.00003561014,0.0001391561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230785,0.004405205,0.4452505,0.0001587373,0.0004113139,0.00001717698,0.005691262,0.00000273552,0.007833044,0.1027821,0.03072311,0.4014941],"study_design_scores_gemma":[0.02459385,0.007934507,0.9023008,0.0001881865,0.002397493,0.00006351066,0.005434183,0.0002731399,0.001474668,0.009953445,0.04312867,0.002257485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712611,0.0001426451,0.0004305964,0.00001397221,0.009687125,0.0008240123,0.0001312981,0.00008518343,0.01742401],"genre_scores_gemma":[0.996799,0.000001403112,0.001219176,0.00009121849,0.0008786006,0.0001632238,0.00005226586,0.00005433106,0.0007408188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4570504,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06449516068573319,"score_gpt":0.3902223793697487,"score_spread":0.3257272186840156,"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."}}