{"id":"W3121942217","doi":"10.4236/psych.2021.121007","title":"The Mental Health Implications of a Local Epidemic: Early Experience with the COVID-19 Outbreak in Wuhan, China","year":2021,"lang":"en","type":"article","venue":"Psychology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Hunan Normal University","keywords":"China; Mental health; Outbreak; Anxiety; Psychology; Depression (economics); Checklist; Coronavirus disease 2019 (COVID-19); Demography; Geography; Environmental health; Medicine; Psychiatry; Disease; Sociology","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":[0.0009664882,0.0003410654,0.0003472544,0.0006492989,0.003226098,0.001086341,0.0007474056,0.0005508242,0.001391864],"category_scores_gemma":[0.002135631,0.0003408205,0.0002715906,0.0007933328,0.001456296,0.001086559,0.002541337,0.001082233,0.00007541932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003472977,"about_ca_system_score_gemma":0.004082262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1677381,"about_ca_topic_score_gemma":0.2110002,"domain_scores_codex":[0.9994851,0.0001570088,0.00002694437,0.00005350388,0.00006376458,0.0002136639],"domain_scores_gemma":[0.9990373,0.0001342529,0.000241392,0.00003809671,0.0001070135,0.0004419828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009800428,0.0001653949,0.8289722,0.0001511619,0.0000676542,0.004789941,0.1504287,0.0002238489,0.00137595,0.0004594413,0.001701786,0.01156602],"study_design_scores_gemma":[0.000006619629,0.0001474565,0.843081,0.00009732504,0.00001875078,0.0006405883,0.1531112,0.0002618303,0.00019014,0.0001326276,0.002276658,0.00003571947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989466,0.0001115703,0.00003139999,0.0004430275,0.000007396075,0.0000144886,0.00003265683,0.000001748799,0.000411122],"genre_scores_gemma":[0.9992927,0.0001655771,0.00004014274,0.0001349738,0.000008443347,0.00001215324,0.00005605133,0.00000143599,0.0002884454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677381,"threshold_uncertainty_score":0.3335236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585687698669868,"score_gpt":0.4876148430228363,"score_spread":0.4017579660361376,"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."}}