{"id":"W4393040188","doi":"10.1037/pas0001307","title":"Investigating racial disparities in violence risk assessment using the Spousal Assault Risk Assessment Guide–Version 3 (SARA-V3): Structured professional judgment ratings and recidivism among Indigenous and non-Indigenous individuals.","year":2024,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; Alberta Hospital Edmonton; Ontario Ministry of Labour","funders":"","keywords":"Recidivism; Psychology; Indigenous; Risk assessment; Human factors and ergonomics; Clinical psychology; Poison control; Criminal justice; Suicide prevention; Sanctions; Injury prevention; Social psychology; Criminology; Environmental health; Medicine; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002531025,0.0001422775,0.0001421814,0.0007531891,0.0005580697,0.0004478236,0.0003052307,0.0003112369,0.0007058565],"category_scores_gemma":[0.0109085,0.0001783782,0.0003518494,0.0005383886,0.0003443358,0.000382838,0.0007062821,0.0005445851,0.0001271223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006777511,"about_ca_system_score_gemma":0.001187968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04377335,"about_ca_topic_score_gemma":0.09374962,"domain_scores_codex":[0.9987539,0.0005156458,0.0001286647,0.0001205072,0.0003643922,0.0001168178],"domain_scores_gemma":[0.9959854,0.000862462,0.001935209,0.0002377559,0.000697432,0.0002816394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006050647,0.00009329167,0.9922858,0.00001442703,0.00003019272,0.00001357108,0.001659317,0.00003737117,0.0001377835,0.00003741739,0.0001272716,0.005502857],"study_design_scores_gemma":[0.000003846781,0.00009853955,0.9982785,0.00001187131,0.00001176333,0.00003500552,0.001045178,0.0002159353,0.0001006889,0.00003059509,0.0001639941,0.000004091473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994679,0.0000341905,0.0001073829,0.0000327677,0.000002142765,0.00003467564,0.00008335071,0.000001145962,0.0002364381],"genre_scores_gemma":[0.9990498,0.00004406935,0.0004681266,0.00002361514,0.00000351058,0.00005099742,0.0001956867,0.000001177951,0.000163027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04377335,"threshold_uncertainty_score":0.08703715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422014386268445,"score_gpt":0.3950465455202517,"score_spread":0.3708264016575673,"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."}}