{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01519901,0.0005611954,0.0005307788,0.001363141,0.0007168012,0.0007585605,0.0009021114,0.0006939182,0.0009173243],"category_scores_gemma":[0.04686595,0.0004855222,0.001044722,0.000951939,0.0006579709,0.0008380238,0.001384836,0.001152572,0.0006122841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005666057,"about_ca_system_score_gemma":0.001170111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547713,"about_ca_topic_score_gemma":0.009544436,"domain_scores_codex":[0.9930275,0.003350009,0.0009125079,0.000882454,0.001604433,0.0002232173],"domain_scores_gemma":[0.9717034,0.01156507,0.003636165,0.003441396,0.009111287,0.0005426267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005078392,0.001117319,0.9085917,0.0002385624,0.0005449788,0.000181611,0.00522149,0.0007528582,0.002676076,0.000433174,0.00363951,0.07609483],"study_design_scores_gemma":[0.00012965,0.001006824,0.9892496,0.0001041445,0.0001280625,0.0004632413,0.00127368,0.002423451,0.0008627642,0.0001813434,0.004149903,0.00002735692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893771,0.0003300657,0.005070871,0.0001247939,0.0001204147,0.001598176,0.0008936759,0.00008480137,0.002400158],"genre_scores_gemma":[0.9806421,0.0002313452,0.01352872,0.0001454607,0.00003696733,0.002012282,0.002058103,0.00005944888,0.001285612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519901,"threshold_uncertainty_score":0.08038098,"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."}}