{"id":"W3016263809","doi":"10.1016/j.jaip.2020.04.012","title":"Risk Communication During COVID-19","year":2020,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Genentech; National Institute of Allergy and Infectious Diseases; Food Allergy Canada; Nutricia Research Foundation; Agency for Healthcare Research and Quality; National Peanut Board; European Academy of Allergy and Clinical Immunology; Institute for Health Metrics and Evaluation; Foundation of the American College of Allergy, Asthma & Immunology; Sanofi; Aimmune Therapeutics","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Coronavirus Infections; Pandemic; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty); Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01623873,0.0004691366,0.0004542114,0.001140949,0.008018253,0.005948974,0.001198333,0.003385361,0.02822036],"category_scores_gemma":[0.1211314,0.0004751893,0.0005950454,0.0005848503,0.001663671,0.00337156,0.009740955,0.006374806,0.003704936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005619983,"about_ca_system_score_gemma":0.01241118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618984,"about_ca_topic_score_gemma":0.007999894,"domain_scores_codex":[0.9757414,0.0155029,0.001647192,0.0007888993,0.003594563,0.002725074],"domain_scores_gemma":[0.9202816,0.03750683,0.009970488,0.004287918,0.01239102,0.01556216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001264229,0.002110277,0.1081536,0.0009021329,0.0001463439,0.009164548,0.2273337,0.0009758649,0.001899228,0.04983136,0.2312597,0.3669591],"study_design_scores_gemma":[0.0002834162,0.001669908,0.09061138,0.003536725,0.0001275695,0.008639606,0.2343184,0.005046189,0.002399348,0.04713088,0.6058712,0.0003653776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.540196,0.003571744,0.01217725,0.1418343,0.006037941,0.001093262,0.0007466083,0.000940302,0.2934026],"genre_scores_gemma":[0.9616979,0.0006537935,0.002978378,0.01029338,0.0009006906,0.0003329333,0.0002389167,0.0001341403,0.02276991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02822036,"threshold_uncertainty_score":0.09440649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437557517328019,"score_gpt":0.4243812633983629,"score_spread":0.3600056882250827,"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."}}