{"id":"W4381432505","doi":"10.1002/mhs2.25","title":"Understanding PTSD among correctional workers in Manitoba, Canada: Key considerations of social variables","year":2023,"lang":"en","type":"article","venue":"Mental Health Science","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Regina; University of Manitoba","funders":"","keywords":"Stressor; Mental health; Psychology; Psychiatry; Social support; Clinical psychology; Occupational safety and health; Stigma (botany); Posttraumatic stress; Occupational stress; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009780802,0.0004407615,0.0003620763,0.003022088,0.008143784,0.002787871,0.001756966,0.0004856571,0.002090759],"category_scores_gemma":[0.003794587,0.0003090739,0.000324021,0.005126518,0.002145567,0.0009672523,0.001909268,0.001170569,0.0001376533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04052281,"about_ca_system_score_gemma":0.07058957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949167,"about_ca_topic_score_gemma":0.9978807,"domain_scores_codex":[0.9990165,0.0001408045,0.00004305033,0.0000867377,0.0001912112,0.0005216406],"domain_scores_gemma":[0.9973175,0.0003417345,0.0004310833,0.0000585646,0.001154255,0.0006968565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002231813,0.00005869136,0.9689841,0.00009840808,0.00002493346,0.0001437524,0.01824335,0.0001324511,0.0002004399,0.0003195673,0.001163306,0.01060861],"study_design_scores_gemma":[0.000002499135,0.00002227397,0.9135718,0.0001539132,0.00001450944,0.00005037433,0.08443107,0.0001698751,0.0000492183,0.0001551298,0.001366701,0.0000127116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989202,0.001607109,0.0002096716,0.003356035,0.00002291111,0.00009602772,0.0009993438,0.000008051727,0.00449889],"genre_scores_gemma":[0.9972312,0.0012685,0.000229658,0.0003829363,0.00001044056,0.00004188867,0.0002771029,0.000002506252,0.0005557516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04052281,"threshold_uncertainty_score":0.2940149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3127988071602467,"score_gpt":0.4239489699524223,"score_spread":0.1111501627921757,"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."}}