{"id":"W3173080238","doi":"10.2139/ssrn.3563419","title":"COVID-19, Panic Now!! A Call to Action because the Numbers Are Deceptive","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Panic; Coronavirus disease 2019 (COVID-19); Call to action; Action (physics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Internet privacy; Medicine; Business; Virology; Psychiatry; Computer science; Anxiety; Advertising; Outbreak","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":[0.008332842,0.0009957269,0.001136021,0.001402446,0.00596855,0.01565816,0.001524322,0.02093643,0.1190039],"category_scores_gemma":[0.07011402,0.0006142591,0.0008728731,0.00129919,0.00343084,0.0122581,0.005210883,0.02949662,0.08899865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488097,"about_ca_system_score_gemma":0.005187564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073324,"about_ca_topic_score_gemma":0.01149954,"domain_scores_codex":[0.9954679,0.001089214,0.0002878515,0.0004145469,0.001966802,0.0007735997],"domain_scores_gemma":[0.9844698,0.005399093,0.001508136,0.001644114,0.003727194,0.00325166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001542471,0.000005871138,0.0001263301,0.00001338116,0.000001744705,0.00002248402,0.00003558722,0.00001049622,0.00002275626,0.006845149,0.9890339,0.003866815],"study_design_scores_gemma":[0.00001761503,0.00001980632,0.0006276736,0.0001609775,0.00000506635,0.00006814318,0.000334825,0.0001121699,0.00009162674,0.009527319,0.9889995,0.00003516016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007789974,0.00353361,0.0008235694,0.8057873,0.06615312,0.00003895863,0.001174541,0.0005318687,0.121178],"genre_scores_gemma":[0.02094848,0.003242574,0.001234492,0.6980129,0.02280521,0.000128966,0.001122918,0.001068209,0.2514362],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1190039,"threshold_uncertainty_score":0.3981076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386245233039625,"score_gpt":0.2938758936695554,"score_spread":0.2300134413391592,"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."}}