{"id":"W2785959012","doi":"10.1177/0093854818754609","title":"Attempted Suicide: A Multilevel Examination of Inmate Characteristics and Prison Context","year":2018,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Prison; Odds; Context (archaeology); Suicide prevention; Mental health; Poison control; Psychology; Witness; Psychiatry; Injury prevention; Human factors and ergonomics; Multilevel model; Population; Occupational safety and health; Clinical psychology; Medicine; Criminology; Medical emergency; Logistic regression; Environmental health; Political science; Geography","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":[0.0001823097,0.0001579356,0.0002662779,0.00009386084,0.0001433638,0.00002167361,0.00006949982,0.00008952132,0.0001888951],"category_scores_gemma":[0.00008373125,0.0001432082,0.00002545518,0.00006065053,0.0003186913,0.00007928373,0.00006278404,0.0001037136,0.00003960709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001041213,"about_ca_system_score_gemma":0.000009437137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836059,"about_ca_topic_score_gemma":0.00003449298,"domain_scores_codex":[0.999038,0.00006496323,0.0003017855,0.0002677859,0.0001135539,0.0002139542],"domain_scores_gemma":[0.9992374,0.0001543179,0.0001515498,0.0001572885,0.0002304533,0.00006904926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006431059,0.001229166,0.1703779,0.001817616,0.0001382075,0.000195812,0.1252934,5.394848e-9,0.04135945,0.001616305,0.0005851703,0.6567438],"study_design_scores_gemma":[0.0007055879,0.000471856,0.957978,0.00002771684,0.004319762,0.00005297664,0.03448292,0.00002082538,0.001712241,0.000003485888,0.00006296445,0.0001616842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.0004597873,0.0001012386,0.00002524168,0.0004124247,0.0002183041,0.00004340289,0.00002868962,0.0003910518],"genre_scores_gemma":[0.9989505,0.00008502634,0.0001671314,0.0001749351,0.0001610071,0.00003625181,0.00001408705,0.00001583306,0.0003951918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876,"threshold_uncertainty_score":0.5839863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032417409194349,"score_gpt":0.3704865801465239,"score_spread":0.267244839227089,"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."}}