{"id":"W3080697459","doi":"10.1016/j.outlook.2020.08.005","title":"Risk perception, knowledge, information sources and emotional states among COVID-19 patients in Wuhan, China","year":2020,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Risk perception; Pandemic; Perception; Coronavirus disease 2019 (COVID-19); China; Public health; Environmental health; Psychology; Mental health; Disease; Outbreak; Risk communication; Medicine; Nursing; Geography; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001929409,0.0001332683,0.0001505637,0.0001444144,0.0001990195,0.00003943428,0.00008003638,0.00009499495,0.0003650505],"category_scores_gemma":[0.0001163336,0.0001349104,0.00003184328,0.000180975,0.0001357223,0.0003001453,0.00002211433,0.0002135591,0.0002119396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447961,"about_ca_system_score_gemma":0.0001334806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123226,"about_ca_topic_score_gemma":0.0003437429,"domain_scores_codex":[0.9989036,0.0001578163,0.0003127662,0.0002247722,0.0001454376,0.000255576],"domain_scores_gemma":[0.9993417,0.00008171948,0.0001309706,0.0001002464,0.00003498277,0.0003103343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200083,0.0001838296,0.8054543,0.0001095076,0.000006316882,6.213027e-7,0.1460277,0.00006263588,0.000001463929,0.00009085206,0.008453614,0.03948926],"study_design_scores_gemma":[0.001634009,0.0002218813,0.9790111,0.00008503439,0.00001217515,0.000001364753,0.00581517,0.001228139,0.000001701302,0.0005140687,0.01134066,0.0001347641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928674,0.0001378287,0.001016229,0.002354992,0.0004350056,0.0003523322,0.00005604167,0.0000824118,0.002697785],"genre_scores_gemma":[0.9970853,0.00006417096,0.00007876808,0.002251801,0.0001067407,0.00001563306,0.0001951444,0.00001131533,0.0001910989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735568,"threshold_uncertainty_score":0.5501485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839466048041782,"score_gpt":0.3661421657416776,"score_spread":0.3377475052612597,"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."}}