{"id":"W4408142332","doi":"10.1016/j.cpnec.2025.100286","title":"Workers’ well-being during viral pandemics and epidemics: A scoping review","year":2025,"lang":"en","type":"review","venue":"Comprehensive Psychoneuroendocrinology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Bombardier (Canada); Université Laval; Institut Universitaire en Santé Mentale de Québec; Holland Bloorview Kids Rehabilitation Hospital; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Virology; Biology; Outbreak; Medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005350496,0.001080866,0.002870413,0.008759628,0.0009631705,0.003563599,0.001222763,0.002448715,0.003197239],"category_scores_gemma":[0.02744476,0.0008335623,0.003911457,0.008122169,0.0009004209,0.002505631,0.001923274,0.001421132,0.0004560645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270699,"about_ca_system_score_gemma":0.009086131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00955531,"about_ca_topic_score_gemma":0.01710191,"domain_scores_codex":[0.9963237,0.001205396,0.001252747,0.0003791957,0.0006481176,0.0001908236],"domain_scores_gemma":[0.9806261,0.01571757,0.001911614,0.0002328541,0.001334631,0.0001772179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001345919,0.00005290787,0.002122921,0.7267067,0.002229562,0.0002454506,0.001893795,0.0003036956,0.0002181648,0.001492956,0.008543972,0.2560551],"study_design_scores_gemma":[0.00002051141,0.00009763753,0.007347134,0.9004045,0.005571952,0.0004472533,0.001828567,0.00009405699,0.0001464182,0.00101442,0.08298196,0.00004559651],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007110497,0.9978924,0.00009991082,0.0004504844,0.0001865043,0.000055177,0.0001375819,0.00000347953,0.0004634067],"genre_scores_gemma":[0.004581748,0.994609,0.0001506745,0.000255602,0.0001017619,0.0001003131,0.000107094,0.000002151047,0.00009165108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00955531,"threshold_uncertainty_score":0.02829647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030227630482885,"score_gpt":0.4626613767964751,"score_spread":0.3596386137481866,"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."}}