{"id":"W3131676309","doi":"10.1037/ser0000450","title":"Criminogenic needs and intimate partner violence: Association with recidivism and implications for treatment.","year":2021,"lang":"en","type":"article","venue":"Psychological Services","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recidivism; Psychology; Association (psychology); Domestic violence; Clinical psychology; Human factors and ergonomics; Poison control; Psychiatry; Psychotherapist; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000263928,0.0001133546,0.0001670872,0.0000294164,0.0004967372,0.0001517683,0.00009739873,0.0001357087,0.00004908857],"category_scores_gemma":[0.0000296915,0.00008205584,0.00003392543,0.0002170403,0.0001026935,0.000148158,0.00002687006,0.0000439606,0.00000983743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005070941,"about_ca_system_score_gemma":0.00001842968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991649,"about_ca_topic_score_gemma":0.0001614173,"domain_scores_codex":[0.9990577,0.00008447744,0.0001380939,0.0003112236,0.0001102724,0.0002982796],"domain_scores_gemma":[0.999307,0.0002106598,0.00008464629,0.000130368,0.0001564557,0.0001108676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508054,0.0005817116,0.7416509,0.00009687741,0.0001580732,0.000005126287,0.01025839,0.000003309674,0.005958724,0.1224972,0.0004768223,0.118162],"study_design_scores_gemma":[0.0007626719,0.000289817,0.9541347,0.00005723945,0.0001073608,0.000006798081,0.003596396,0.00003235144,0.0004251762,0.02187701,0.01847185,0.0002386408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734198,0.0009679052,0.0001860635,0.002250251,0.0000892184,0.0003050346,0.00003119186,0.0000783669,0.02267215],"genre_scores_gemma":[0.9930931,0.004148726,0.001115062,0.001049527,0.00009224254,0.0001485615,0.00002289551,0.000006814296,0.0003230728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124838,"threshold_uncertainty_score":0.3820551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265358192567585,"score_gpt":0.3780386822397475,"score_spread":0.3253851003140716,"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."}}