{"id":"W3022711197","doi":"10.2196/19009","title":"Mental Health, Risk Factors, and Social Media Use During the COVID-19 Epidemic and Cordon Sanitaire Among the Community and Health Professionals in Wuhan, China: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":474,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Mental health; Depression (economics); Medicine; Logistic regression; Cross-sectional study; Psychiatry; Public health; China; Environmental health; Psychology; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007851386,0.0003131805,0.0002920746,0.001198941,0.0008064382,0.0004433862,0.0004887587,0.0005548317,0.0008722034],"category_scores_gemma":[0.001217633,0.0004561728,0.0003819739,0.001284399,0.0003971504,0.0005671356,0.0007247177,0.0006306229,0.0001473313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276799,"about_ca_system_score_gemma":0.001073451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07080664,"about_ca_topic_score_gemma":0.1116974,"domain_scores_codex":[0.9994488,0.0000990189,0.00008141624,0.0001217493,0.0001373752,0.0001115842],"domain_scores_gemma":[0.9990389,0.00007687588,0.0003956309,0.00005810516,0.0001490711,0.0002814299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001484094,0.00006691348,0.9985068,0.00001847619,0.00002712298,0.00003865641,0.0003744436,0.00001576754,0.0001173655,0.00001157063,0.0001741769,0.0006337072],"study_design_scores_gemma":[0.000001938379,0.00002902596,0.9993549,0.000005192706,0.000006471018,0.00002639728,0.0003982362,0.00007796874,0.00001472227,0.00000369796,0.00007912696,0.000002335501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989386,0.00008947332,0.00002694782,0.00007267224,0.000003100745,0.00004668336,0.0005682088,0.000002047049,0.0002521975],"genre_scores_gemma":[0.9985448,0.000116714,0.0001068036,0.0001061128,0.000007394214,0.0000887225,0.000695215,0.000001159769,0.0003330441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07080664,"threshold_uncertainty_score":0.140789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820140996005327,"score_gpt":0.484015314348012,"score_spread":0.3020012147474793,"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."}}