{"id":"W1739128745","doi":"10.1037/lhb0000149","title":"Risk of violence by inmates with childhood trauma and mental health needs.","year":2015,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Ministry of Community Safety and Correctional Services; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Mental health; Prison; Psychiatry; Criminal justice; Psychology; Clinical psychology; Substance abuse; Ethnic group; Suicide prevention; Medicine; Poison control; Medical emergency; Criminology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009861169,0.0001231065,0.0002042881,0.00003652729,0.0001494879,0.00002072423,0.00006298815,0.00004827206,0.00009719351],"category_scores_gemma":[5.580108e-7,0.00009755496,0.00001941477,0.00004408647,0.0002044339,0.00006119408,0.00002033503,0.0001149375,0.000006298659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008194088,"about_ca_system_score_gemma":0.00000820239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321684,"about_ca_topic_score_gemma":0.0008173884,"domain_scores_codex":[0.999326,0.00004134124,0.0001674976,0.0001901439,0.00009679038,0.0001782255],"domain_scores_gemma":[0.9995296,0.000008993964,0.0001260934,0.00016466,0.00001591277,0.0001547267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001345902,0.001855767,0.8695579,0.00002507119,0.0001045633,0.00001060795,0.04157112,5.317398e-8,0.0001838074,0.05172759,0.003069426,0.03175956],"study_design_scores_gemma":[0.004665203,0.001972495,0.9839968,0.000135412,0.0001134418,0.00009195564,0.004414687,1.633125e-7,0.0006326747,0.0003378937,0.003376908,0.0002623329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945716,0.001834373,8.475367e-7,0.00005654415,0.00005499214,0.000257644,0.0001135578,0.00003004773,0.003080448],"genre_scores_gemma":[0.9994456,0.00008536044,0.00003976362,0.0002133654,0.00003020878,0.00001904651,0.00003460747,0.0000155188,0.0001165433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114439,"threshold_uncertainty_score":0.3978176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595273187201567,"score_gpt":0.2865370322738268,"score_spread":0.2705843004018111,"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."}}