{"id":"W1982543161","doi":"10.1177/2156869311416828","title":"Risks of Minor and Serious Violent Victimization in Prison","year":2011,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Prison; Psychiatry; Clinical psychology; Mental health; Physical abuse; Psychopathology; Causality (physics); Personality disorders; Poison control; Suicide prevention; Personality; Sexual abuse; Social psychology; Medicine; Criminology; Medical emergency","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":[0.0002665211,0.0001036044,0.0001859296,0.00003163356,0.0000804426,0.000003433147,0.00004425689,0.00008560729,0.00005369539],"category_scores_gemma":[0.000001508381,0.0001029912,0.00003524323,0.0001053126,0.00009368452,0.00005336013,0.00002729016,0.0001182019,0.000003138322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006152728,"about_ca_system_score_gemma":0.0000262764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297951,"about_ca_topic_score_gemma":0.0001749284,"domain_scores_codex":[0.9991168,0.00006504836,0.0002639449,0.000235881,0.00007925166,0.0002390269],"domain_scores_gemma":[0.999612,0.0000126335,0.0001488722,0.0001161433,0.000008057048,0.0001023468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004484736,0.00101625,0.5709287,0.0004291809,0.0001006107,0.000002077935,0.2626354,7.219276e-7,0.0002704116,0.002923097,0.04004091,0.1212041],"study_design_scores_gemma":[0.003585952,0.001363594,0.9409668,0.0002040445,0.00001321573,0.00004095326,0.04876281,0.0001424855,0.0001166243,0.0007148974,0.003836913,0.0002517403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866672,0.003030054,0.00009801816,0.0003857049,0.006682596,0.0003904708,0.00002555055,0.00002074578,0.002699723],"genre_scores_gemma":[0.996339,0.001027294,0.001778212,0.0006553885,0.00007773406,0.00001198026,0.00001556214,0.00001304223,0.00008184879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3700381,"threshold_uncertainty_score":0.419986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07245345520594224,"score_gpt":0.3706038961398122,"score_spread":0.29815044093387,"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."}}