{"id":"W3016216556","doi":"10.1016/j.bbi.2020.04.028","title":"A longitudinal study on the mental health of general population during the COVID-19 epidemic in China","year":2020,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2676,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; Huaibei Normal University; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Anxiety; Mental health; Depression (economics); Longitudinal study; Population; Psychopathology; Medicine; Pandemic; Psychiatry; Psychology; Clinical psychology; Panic; Demography; Distress; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Internal medicine; Infectious disease (medical specialty)","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":[0.0007550716,0.0003682848,0.0003767316,0.0008691682,0.001280277,0.0007330588,0.0004886828,0.000783649,0.0008986142],"category_scores_gemma":[0.001067448,0.0004746697,0.0005612864,0.001489561,0.0004864584,0.0007350189,0.000999937,0.001152017,0.0001494863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692178,"about_ca_system_score_gemma":0.002480217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1976767,"about_ca_topic_score_gemma":0.2214733,"domain_scores_codex":[0.9995246,0.00008124603,0.00003716176,0.0001118319,0.00005554476,0.0001895919],"domain_scores_gemma":[0.9990823,0.00004358685,0.0001762389,0.00007540172,0.0001718457,0.0004505604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004599808,0.00004564626,0.9989763,0.000003898548,0.00003872891,0.00004546319,0.0002957343,0.00001518752,0.0001037678,0.00001795146,0.00008875135,0.0003226152],"study_design_scores_gemma":[0.000002753124,0.00004131669,0.9992375,0.000002972377,0.00001397498,0.00001950053,0.0005188927,0.00006643152,0.000008262219,0.000009682932,0.00007577101,0.000002957205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992212,0.00009026108,0.00003176988,0.0000930643,0.00000804581,0.00001162417,0.0003300121,0.000001493495,0.0002124647],"genre_scores_gemma":[0.9992494,0.00006226268,0.00002451682,0.00006301963,0.000006116195,0.0000120536,0.000377975,7.958454e-7,0.0002038258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976767,"threshold_uncertainty_score":0.3930522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156655922600545,"score_gpt":0.4588308138972088,"score_spread":0.3021748912966639,"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."}}