{"id":"W3048316810","doi":"10.3389/fpsyt.2020.00803","title":"Prevalence and Psychosocial Correlates of Mental Health Outcomes Among Chinese College Students During the Coronavirus Disease (COVID-19) Pandemic","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; University of Toronto; Centre for Addiction and Mental Health","funders":"National Social Science Fund of China","keywords":"Mental health; Anxiety; Psychosocial; Psychiatry; Pandemic; Medicine; Posttraumatic growth; Clinical psychology; Psychological intervention; Coping (psychology); Coronavirus disease 2019 (COVID-19); Depression (economics); Psychological resilience; Posttraumatic stress; Psychology; Disease; Infectious disease (medical specialty); Internal medicine","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":[0.0004031418,0.0002825439,0.0004671798,0.0001091906,0.0003351388,0.00001587472,0.0005129621,0.0001065692,0.0001217821],"category_scores_gemma":[0.00006255566,0.0002215132,0.0001268393,0.0003588964,0.0003101545,0.0001050934,0.0001520812,0.0003929924,0.000007220657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026055,"about_ca_system_score_gemma":0.0004889254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007085703,"about_ca_topic_score_gemma":0.0005696602,"domain_scores_codex":[0.9975888,0.0003263018,0.0006368014,0.0005794456,0.0003952389,0.0004734288],"domain_scores_gemma":[0.9985475,0.00008223422,0.000331998,0.0003385877,0.00001053549,0.0006891679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302008,0.0003671224,0.9757785,0.000791362,0.0000890725,0.000006284118,0.009302103,0.00000508788,7.542898e-7,0.0001364412,0.0118175,0.0004037698],"study_design_scores_gemma":[0.004165825,0.0001636311,0.9895412,0.00008129032,0.00002611323,0.000003793837,0.004463876,0.00004389879,4.7702e-8,0.0006764141,0.0006415991,0.0001922699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704406,0.01026881,0.0000906249,0.007396125,0.009764302,0.001367867,0.0005340445,0.00006939562,0.00006824065],"genre_scores_gemma":[0.991286,0.001139322,0.0001676905,0.006752301,0.0001628991,0.00008640019,0.00001479516,0.00003311355,0.0003574156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084547,"threshold_uncertainty_score":0.9033044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157573345531897,"score_gpt":0.412651223968031,"score_spread":0.371075490512712,"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."}}