{"id":"W3011642264","doi":"10.3390/ijerph17062032","title":"The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1899,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Declaration; Indignation; Psychology; Anxiety; Happiness; Anger; Mental health; Feeling; Clinical psychology; Social media; Social psychology; Psychiatry; Political science","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":[0.0005508733,0.0001709776,0.0002154529,0.0005567332,0.0008898777,0.0007262961,0.0001520356,0.000402969,0.002087682],"category_scores_gemma":[0.002698326,0.0001402111,0.0003239244,0.0006244396,0.0003606882,0.0008050926,0.0005617633,0.0006538891,0.0003127196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061266,"about_ca_system_score_gemma":0.0002909728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005838142,"about_ca_topic_score_gemma":0.008243237,"domain_scores_codex":[0.9996552,0.0001188833,0.00003048741,0.00005082255,0.00006438274,0.00008017722],"domain_scores_gemma":[0.9984916,0.0005407243,0.0004402286,0.00006932738,0.0001683572,0.0002897547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566864,0.0002085114,0.9814306,0.00006415027,0.00002702764,0.0002853935,0.007631865,0.0000395302,0.0003492935,0.0000945206,0.000730693,0.008981787],"study_design_scores_gemma":[0.000003638336,0.0001432033,0.9871694,0.00002009688,0.00001728716,0.0001344312,0.01105413,0.0002508338,0.00009854506,0.00004299359,0.001054702,0.00001089872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991723,0.00006983359,0.00004402481,0.00007555091,0.000008015396,0.00001482283,0.0001677491,0.000001046667,0.0004466256],"genre_scores_gemma":[0.9991004,0.0001203366,0.00006966361,0.00009228911,0.00001802946,0.00002737185,0.0001832754,0.000002027043,0.000386637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005838142,"threshold_uncertainty_score":0.01160836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.453132351265593,"score_gpt":0.5919427161393068,"score_spread":0.1388103648737138,"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."}}