{"id":"W3108583419","doi":"10.3389/fpubh.2021.628479","title":"COVID-19 Is Not the Flu: Four Graphs From Four Countries","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Seasonal influenza; Human mortality from H5N1; Public health; Government (linguistics); Flu season; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Demography; Southern Hemisphere; Influenza A virus; Environmental health; Geography; Virology; Vaccination; Virus; Disease; Biology; Infectious disease (medical specialty); Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009627852,0.000629734,0.0003237515,0.005435995,0.0005378313,0.001303156,0.0004939858,0.0005903161,0.01410313],"category_scores_gemma":[0.008381864,0.0002140463,0.0008274044,0.008499505,0.0003806473,0.001252487,0.000950894,0.0006333892,0.001671471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199583,"about_ca_system_score_gemma":0.0007999483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03794341,"about_ca_topic_score_gemma":0.03716122,"domain_scores_codex":[0.9991534,0.0004270412,0.00005427879,0.0001208164,0.0001305292,0.000113904],"domain_scores_gemma":[0.9939423,0.003272311,0.0007362348,0.0003742944,0.001434806,0.0002399924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001265679,0.0002325252,0.3144463,0.003948713,0.0008962362,0.001150956,0.002614512,0.02425287,0.001021275,0.01754696,0.4946995,0.1379245],"study_design_scores_gemma":[0.0003149197,0.0003770933,0.5081311,0.002719474,0.0006252811,0.000877326,0.010735,0.01763849,0.0009111383,0.01107788,0.4464105,0.0001817095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4904187,0.01229686,0.01197484,0.0137311,0.001668083,0.001109952,0.3278275,0.003523022,0.1374498],"genre_scores_gemma":[0.8246389,0.005019884,0.01559267,0.001024047,0.0001886591,0.0005229348,0.1448955,0.0004024125,0.007714929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03794341,"threshold_uncertainty_score":0.07544512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785470968498173,"score_gpt":0.4017311266415117,"score_spread":0.2231840297916944,"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."}}