{"id":"W3208553782","doi":"10.1177/00938548211050112","title":"Pervasive Uncertainty under Threat: Mental Health Disorders and Experiences of Uncertainty for Correctional Workers","year":2021,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Manitoba; Memorial University of Newfoundland","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Mental health; Occupational safety and health; Psychological intervention; Psychiatry; Work (physics); Medicine; Corporate governance; Human factors and ergonomics; Suicide prevention; Psychology; Poison control; Environmental health; Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009972522,0.0001789862,0.0001998731,0.0009112373,0.002568675,0.001854101,0.0005145518,0.0005046343,0.001892914],"category_scores_gemma":[0.006154575,0.0002193864,0.0002526931,0.0009406198,0.001532117,0.001030429,0.002310483,0.001051963,0.00009140914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004543344,"about_ca_system_score_gemma":0.005191695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.427099,"about_ca_topic_score_gemma":0.6203123,"domain_scores_codex":[0.998852,0.0002539788,0.0000680175,0.0001012807,0.0003112929,0.0004134783],"domain_scores_gemma":[0.9960009,0.0005531942,0.00190629,0.0001377738,0.0004533208,0.0009484344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002782392,0.00002977605,0.9788046,0.0000334693,0.00002190585,0.0001420626,0.01553885,0.00003893028,0.00007253823,0.0001242102,0.0006094564,0.004556402],"study_design_scores_gemma":[0.000001528181,0.00001916462,0.9616498,0.00008404729,0.000006889436,0.0001124411,0.03722516,0.00006918013,0.00002617943,0.0001125323,0.0006814651,0.0000115225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977236,0.0002493732,0.00004640562,0.0008210008,0.000007649034,0.000009565049,0.0001521329,0.000001346229,0.0009889895],"genre_scores_gemma":[0.9996531,0.0001263939,0.00002129456,0.00005277898,0.000004354008,0.000002972559,0.00004862181,4.880652e-7,0.00008990448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.427099,"threshold_uncertainty_score":0.8492261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405459780644564,"score_gpt":0.3594699325356425,"score_spread":0.3189239544711861,"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."}}