{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007556684,0.0002013629,0.0002974155,0.0009655028,0.001410254,0.0006746369,0.0002102755,0.000352877,0.001824678],"category_scores_gemma":[0.002432919,0.0001705171,0.0002675723,0.001021071,0.0004552506,0.0006370018,0.0008410416,0.0005122496,0.0001023051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440847,"about_ca_system_score_gemma":0.00221975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06556942,"about_ca_topic_score_gemma":0.05506573,"domain_scores_codex":[0.9995043,0.0001193517,0.00006431718,0.0000575864,0.00009817717,0.0001562376],"domain_scores_gemma":[0.9990596,0.0001608382,0.0003145004,0.000022517,0.0001277707,0.000314699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003627824,0.00008406572,0.987911,0.00005427147,0.00002196734,0.0001910946,0.007445587,0.0000267244,0.0001156041,0.00006162186,0.0003259081,0.003726001],"study_design_scores_gemma":[0.00000861477,0.0001450225,0.9812924,0.00009110841,0.00002115156,0.000184702,0.0172309,0.0002024413,0.00004995096,0.00007130629,0.0006859039,0.00001668813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991309,0.0001498566,0.00001575933,0.0002340085,0.000003257055,0.00001374493,0.00008299389,7.052478e-7,0.0003688732],"genre_scores_gemma":[0.9993939,0.0001579689,0.00003238485,0.0001078263,0.000004071276,0.00001671971,0.00009161005,4.253609e-7,0.0001950499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06556942,"threshold_uncertainty_score":0.1303755,"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."}}