{"id":"W3135041485","doi":"10.3390/psychiatryint2010006","title":"Mental Health of the General Population during the 2019 Coronavirus Disease (COVID-19) Pandemic: A Tale of Two Developing Countries","year":2021,"lang":"en","type":"article","venue":"Psychiatry International","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; Islamic Azad University; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Anxiety; Mental health; Pandemic; Depression (economics); Medicine; Psychiatry; Patient Health Questionnaire; Developing country; Population; China; Psychology; Environmental health; Coronavirus disease 2019 (COVID-19); Disease; Geography; Internal medicine; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002470354,0.0001118795,0.0001443071,0.00005204892,0.0002400742,0.0000126808,0.0002906752,0.00003226294,0.0006729952],"category_scores_gemma":[0.00003113384,0.00008158201,0.0001154522,0.0001349557,0.00008731637,0.00006580455,0.0001175426,0.0001198319,0.00001041878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006496304,"about_ca_system_score_gemma":0.001454572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004416407,"about_ca_topic_score_gemma":0.003516329,"domain_scores_codex":[0.9985639,0.0001675213,0.0004656044,0.0002389503,0.0003716918,0.0001923619],"domain_scores_gemma":[0.9991342,0.00006589924,0.0003534252,0.0002778161,0.00006284468,0.0001058165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002170988,0.0001222385,0.9433644,0.0001076307,0.00006970999,9.180817e-7,0.001103654,0.00008359906,0.00008437967,0.05313694,0.001212453,0.0004969956],"study_design_scores_gemma":[0.001354786,0.00001792507,0.9715921,0.00006666168,0.00001014049,0.00004097053,0.0003565299,0.00006350051,0.00003373647,0.002140173,0.02423421,0.00008923294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610181,0.001760198,0.0003193416,0.02931407,0.006305594,0.0002968016,0.0007080797,0.00002063953,0.0002571832],"genre_scores_gemma":[0.9878396,0.0002447132,0.0003584336,0.009316864,0.0003411417,0.00002203446,0.0002140288,0.00001365311,0.001649491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05099677,"threshold_uncertainty_score":0.7368825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386960290967628,"score_gpt":0.4628133134210425,"score_spread":0.3789437105113662,"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."}}