{"id":"W3020153107","doi":"10.1016/j.bbi.2020.04.055","title":"Is returning to work during the COVID-19 pandemic stressful? A study on immediate mental health status and psychoneuroimmunity prevention measures of Chinese workforce","year":2020,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":599,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Quỹ Đổi mới sáng tạo Vingroup; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Anxiety; Workforce; Mental health; Marital status; Medicine; Depression (economics); Psychiatry; Insomnia; Occupational safety and health; Personal protective equipment; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Environmental health; Population","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":[0.0006885047,0.0003094737,0.0002926621,0.0006342962,0.001639813,0.0007913584,0.0004060657,0.0005900959,0.001533739],"category_scores_gemma":[0.001678943,0.0003267287,0.0004791527,0.0008850318,0.0006900702,0.0006230234,0.0007820175,0.0009599463,0.0001858814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101168,"about_ca_system_score_gemma":0.002654833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07780198,"about_ca_topic_score_gemma":0.1091973,"domain_scores_codex":[0.9995827,0.00006952437,0.00003519992,0.00005584011,0.00004997634,0.0002068859],"domain_scores_gemma":[0.998903,0.0001344785,0.0003131072,0.00003488331,0.0001120713,0.0005025206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005307479,0.0002133593,0.9939888,0.00001310489,0.00002356031,0.0001269423,0.004170259,0.000009798534,0.0001571199,0.00002479307,0.00007276227,0.001146483],"study_design_scores_gemma":[0.000002711479,0.00009560053,0.9920305,0.000007878497,0.000009016044,0.00002650516,0.007675699,0.00002114399,0.00001568861,0.00001038099,0.0001016386,0.000003223624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996181,0.00003963227,0.000006862772,0.00007323285,0.000006259372,0.000006664135,0.00002659415,1.951294e-7,0.0002223959],"genre_scores_gemma":[0.9995013,0.00007032992,0.00001120098,0.00009814215,0.00000803437,0.000008436062,0.00004784252,4.171896e-7,0.0002542137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07780198,"threshold_uncertainty_score":0.1546983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896563688865608,"score_gpt":0.4599704115075087,"score_spread":0.2703140426209478,"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."}}