{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006721146,0.00004997332,0.0001483641,0.00003824364,0.0007342629,0.0000367944,0.0006437362,0.0001467896,0.00006644012],"category_scores_gemma":[0.02203681,0.00003712314,0.00005141773,0.0002256825,0.0005810123,0.0006376591,0.000143817,0.001146921,0.000009368323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000465112,"about_ca_system_score_gemma":0.000247382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008306777,"about_ca_topic_score_gemma":0.000649365,"domain_scores_codex":[0.9931012,0.005960728,0.0006255112,0.00006289568,0.0001388785,0.0001107367],"domain_scores_gemma":[0.9919627,0.006556893,0.000943793,0.0002523514,0.000169292,0.000114974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01316578,0.002726516,0.0899674,0.00001240397,0.01235608,0.00006863123,0.3518048,0.00213764,0.0002775532,0.4451769,0.008525771,0.07378054],"study_design_scores_gemma":[0.002612917,0.0004239193,0.1619155,0.00002188485,0.0004568016,0.00008137154,0.1151445,0.000218315,0.000003855184,0.01011029,0.7088573,0.0001533657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6075066,0.008985689,0.0004817156,0.3709586,0.0001340605,0.00009651285,5.839055e-7,0.00001424009,0.01182202],"genre_scores_gemma":[0.7467513,0.2505333,0.0005125948,0.002098916,0.00006169153,8.584413e-7,4.587863e-7,0.00000287327,0.00003794126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7003315,"threshold_uncertainty_score":0.986201,"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."}}