{"id":"W2743335477","doi":"10.1037/lhb0000257","title":"A cross-validation of the Violence Risk Appraisal Guide—Revised (VRAG–R) within a correctional sample.","year":2017,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University","funders":"","keywords":"Recidivism; Psychology; Psychopathy Checklist; Predictive validity; PsycINFO; Inter-rater reliability; Psychopathy; Clinical psychology; Incremental validity; Checklist; Sample (material); Poison control; Test validity; Reliability (semiconductor); Injury prevention; Psychiatry; Psychometrics; Antisocial personality disorder; Developmental psychology; Social psychology; MEDLINE; Medical emergency; Personality; Medicine","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":[0.0004533519,0.0002011113,0.0002450233,0.00004248459,0.00126039,0.0001747893,0.0005088709,0.0001341998,0.0004979748],"category_scores_gemma":[0.0001158392,0.0001599659,0.0001163083,0.00004709182,0.0008545724,0.0001752736,0.0001184132,0.0002852588,0.0000239193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000240214,"about_ca_system_score_gemma":0.00002584862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004206472,"about_ca_topic_score_gemma":0.0006880916,"domain_scores_codex":[0.9984714,0.0001241995,0.0004682773,0.0004271784,0.000256572,0.0002523162],"domain_scores_gemma":[0.9979104,0.0001157411,0.0007523895,0.001048256,0.00008670713,0.00008654892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104023,0.0003251976,0.8625714,0.0000164402,0.00004073439,0.000004565833,0.001500344,0.000002462797,0.001457438,0.1266641,0.004342941,0.002970302],"study_design_scores_gemma":[0.001402492,0.0001799104,0.990847,0.0001106436,0.0001501091,0.00004357957,0.0002264039,0.000004906597,0.0006646665,0.001745702,0.004396274,0.0002283381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375036,0.00005040654,0.00007635113,0.00003142579,0.05206716,0.0003413715,0.0001681004,0.00004237835,0.009719156],"genre_scores_gemma":[0.998042,0.000002717017,0.0002642148,0.00009921338,0.0007024779,0.00008158337,0.00001861942,0.00002801436,0.0007611406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282755,"threshold_uncertainty_score":0.9694027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943735434117647,"score_gpt":0.3924838447674347,"score_spread":0.3530464904262582,"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."}}