{"id":"W4225141852","doi":"10.1016/j.comppsych.2022.152321","title":"Psychological distress among healthcare workers accessing occupational health services during the COVID-19 pandemic in Zimbabwe","year":2022,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Elizabeth Blackwell Institute for Health Research, University of Bristol; Foreign, Commonwealth and Development Office; European Commission; University of Bristol; Government of the United Kingdom; London School of Hygiene and Tropical Medicine; Government of Canada; Wellcome Trust","keywords":"Medicine; Mental health; Referral; Anxiety; Health care; Family medicine; Distress; Pandemic; Thematic analysis; Logistic regression; Psychiatry; Clinical psychology; Qualitative research; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006719512,0.000229445,0.0001987815,0.0006185024,0.001454488,0.0009187192,0.0003318925,0.0004570464,0.001494449],"category_scores_gemma":[0.001927168,0.0002471073,0.0002218919,0.0007632948,0.001083008,0.0005594416,0.001332238,0.0005380251,0.00007962941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033592,"about_ca_system_score_gemma":0.001173561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09128951,"about_ca_topic_score_gemma":0.1128648,"domain_scores_codex":[0.9994864,0.0001481542,0.00003623664,0.00004420229,0.00005858365,0.0002262931],"domain_scores_gemma":[0.9995252,0.0001057089,0.0002118496,0.00001153981,0.00004587939,0.00009982836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005641055,0.00005473424,0.9341169,0.0002196233,0.00003299419,0.0006788961,0.05562494,0.00003671972,0.0009581661,0.00006607009,0.0005165818,0.007637986],"study_design_scores_gemma":[0.000003706473,0.00008259774,0.941909,0.0001382156,0.000009599144,0.0001708588,0.05703701,0.00004517945,0.0000411747,0.0000234584,0.0005303042,0.000008769676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992792,0.0002149503,0.00001581654,0.0002104035,0.00000336633,0.00001415107,0.0000792718,5.960506e-7,0.0001824204],"genre_scores_gemma":[0.9994656,0.0002566934,0.00002743389,0.00008646807,0.000003482949,0.00002077275,0.00004396207,3.142472e-7,0.00009527765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09128951,"threshold_uncertainty_score":0.1815163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017621428649345,"score_gpt":0.4484853063018558,"score_spread":0.3467231634369213,"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."}}