{"id":"W3138604875","doi":"10.3390/ecerph-3-09106","title":"Impact of COVID-19 on mental health and health-related quality of life of humanitarian and healthcare workers in low-income countries. The case of Eastern Africa.","year":2021,"lang":"en","type":"article","venue":"Proceedings of The 3rd International Electronic Conference on Environmental Research and Public Health —Public Health Issues in the Context of the COVID-19 Pandemic","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental health; Medicine; Personal protective equipment; Health care; Quality of life (healthcare); Pandemic; Environmental health; Poverty; Developing country; Disease; Psychiatry; Nursing; Coronavirus disease 2019 (COVID-19); Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656148,0.000270579,0.0002025232,0.000566374,0.001489939,0.0007664436,0.0002408991,0.0003981373,0.001632096],"category_scores_gemma":[0.001199324,0.0001771325,0.0003079579,0.0006464044,0.0008089969,0.0008139889,0.001275578,0.000776313,0.00009301262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087131,"about_ca_system_score_gemma":0.001120835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03008468,"about_ca_topic_score_gemma":0.04794531,"domain_scores_codex":[0.9996266,0.0001218252,0.0000171213,0.00002182374,0.00002613253,0.0001864962],"domain_scores_gemma":[0.9995055,0.0000639637,0.000196411,0.00001471801,0.00005054924,0.0001689303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006233133,0.00008060606,0.9837758,0.00007560434,0.00003531565,0.001638024,0.00603612,0.00004426779,0.0002270135,0.0001745881,0.0006800988,0.007170268],"study_design_scores_gemma":[0.000007641466,0.00009003293,0.9641005,0.0001343279,0.00001725503,0.0007507121,0.03389867,0.00007948501,0.00004983674,0.000100219,0.0007639688,0.000007430629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978281,0.0006237093,0.00001917337,0.0007674965,0.00001121288,0.00001420703,0.000108554,6.857853e-7,0.000626816],"genre_scores_gemma":[0.9994479,0.0003175611,0.00002630788,0.00008316603,0.000005979868,0.000008374524,0.00003260396,2.675937e-7,0.00007787316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03008468,"threshold_uncertainty_score":0.0598191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2591546897739833,"score_gpt":0.4952014378069454,"score_spread":0.2360467480329621,"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."}}