{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508022,0.0001384858,0.00025672,0.0002123056,0.0002836328,0.0000736647,0.00004930737,0.00004109819,0.00007565418],"category_scores_gemma":[0.0001385678,0.0001297675,0.00003331021,0.0003506476,0.0001954822,0.0000656506,0.00006526933,0.0001275574,0.00001024933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027336,"about_ca_system_score_gemma":0.0009230638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000691707,"about_ca_topic_score_gemma":0.001495618,"domain_scores_codex":[0.9977489,0.0002192219,0.0004714792,0.000879894,0.0003172112,0.0003633456],"domain_scores_gemma":[0.99881,0.00007244151,0.0002235315,0.0004599733,0.00002031812,0.0004137348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009794,0.001071732,0.8505616,0.0003144852,0.00004807445,0.00200573,0.06268236,0.0002658664,0.001311035,0.003279231,0.03468382,0.04367815],"study_design_scores_gemma":[0.007473696,0.00141913,0.5787969,0.0002989913,0.0000448065,0.002878492,0.02836522,0.01186945,0.0002863398,0.01262456,0.3541196,0.00182281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769518,0.0006458441,0.000535963,0.01583703,0.003332694,0.0005618716,0.00004247388,0.0000615138,0.002030774],"genre_scores_gemma":[0.9863917,0.00007653038,0.0001505858,0.006608902,0.00002346873,0.00002863867,0.000132361,0.00001760132,0.006570181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3194357,"threshold_uncertainty_score":0.5291767,"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."}}