{"id":"W3138213034","doi":"10.1038/s41598-021-85943-7","title":"A chain mediation model on COVID-19 symptoms and mental health outcomes in Americans, Asians and Europeans","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Huaibei Normal University; Quỹ Đổi mới sáng tạo Vingroup; Ministerstwo Edukacji i Nauki; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Coronavirus disease 2019 (COVID-19); Mediation; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychiatry; Psychology; Gerontology; Demography; Virology; Political science; Sociology; Internal medicine; Disease","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":[0.007001176,0.001327194,0.001059021,0.001011643,0.001335144,0.001531624,0.001567304,0.001419295,0.0101402],"category_scores_gemma":[0.01477657,0.0005556462,0.0031411,0.0008814961,0.000915073,0.001565884,0.002989848,0.002627382,0.0005106374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179746,"about_ca_system_score_gemma":0.003318425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02042967,"about_ca_topic_score_gemma":0.0132019,"domain_scores_codex":[0.9944184,0.003751467,0.0001663407,0.0007457379,0.0002640217,0.0006540691],"domain_scores_gemma":[0.9915065,0.006341872,0.0007253109,0.0003447882,0.0005303258,0.0005512023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001645689,0.001628896,0.9483231,0.0006608354,0.002951649,0.00104206,0.009198182,0.001221838,0.0003109885,0.008154214,0.002322372,0.02254016],"study_design_scores_gemma":[0.001121755,0.004779025,0.8534549,0.001915639,0.009200828,0.001781285,0.02799209,0.05743896,0.0008470712,0.03355221,0.007742049,0.0001740193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846635,0.00263492,0.003884375,0.003229751,0.0002470179,0.0004149594,0.0009929186,0.0000361114,0.003896581],"genre_scores_gemma":[0.9953625,0.0007126826,0.001397214,0.000289593,0.00004971747,0.0005759824,0.0003805173,0.000006795368,0.00122514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02042967,"threshold_uncertainty_score":0.04062152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174177410940427,"score_gpt":0.4035062961786799,"score_spread":0.3517645220692756,"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."}}