{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006722138,0.0002373011,0.0002566406,0.0007967865,0.0007399215,0.0005931592,0.0002057661,0.0004118314,0.0006866591],"category_scores_gemma":[0.0009327079,0.0001850619,0.000413649,0.0008799143,0.000662525,0.0005664617,0.0007719226,0.0004678308,0.00009017817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006598347,"about_ca_system_score_gemma":0.0005657665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02087646,"about_ca_topic_score_gemma":0.02881524,"domain_scores_codex":[0.9996991,0.00008621626,0.00002596064,0.00004443674,0.00004861236,0.00009565648],"domain_scores_gemma":[0.9996444,0.00003682111,0.0001389635,0.00002041739,0.00005059442,0.0001087701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004626677,0.00004023248,0.9959592,0.00001782799,0.0000333699,0.0001127151,0.001145503,0.00001832891,0.0001277893,0.00002306777,0.000168858,0.002306859],"study_design_scores_gemma":[0.000004005626,0.00007110524,0.996302,0.00001129954,0.00001135008,0.0001106776,0.003279695,0.00002647046,0.00001276313,0.00001565584,0.000151882,0.000002986507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990273,0.000254105,0.0000221244,0.0002127093,0.00001105031,0.00001139988,0.0001508608,7.687761e-7,0.0003096635],"genre_scores_gemma":[0.9994603,0.0002070181,0.00002319549,0.0001155575,0.00001146673,0.000009000727,0.000108817,2.860037e-7,0.0000645066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087646,"threshold_uncertainty_score":0.04150993,"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."}}