{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233586,0.0002483983,0.0007051857,0.0003528528,0.0005886041,0.0001348548,0.0003467646,0.0001470532,0.0006014234],"category_scores_gemma":[0.005911639,0.0001832774,0.0001498903,0.001028548,0.0004362064,0.0002004656,0.0002350373,0.0007736583,0.00006238028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422688,"about_ca_system_score_gemma":0.01015331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368962,"about_ca_topic_score_gemma":0.0006236928,"domain_scores_codex":[0.9959632,0.0005968621,0.000599581,0.0005655274,0.001118295,0.001156492],"domain_scores_gemma":[0.9971271,0.0004393917,0.000150051,0.0008606845,0.0003758077,0.001047017],"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":[0.000144458,0.00008612721,0.164775,0.0002458861,0.0002802585,0.0002067351,0.006769601,0.000001990263,0.000007136875,0.001377339,0.8164793,0.009626093],"study_design_scores_gemma":[0.002103369,0.0001017741,0.06624708,0.0000509619,0.00001518736,0.00002235113,0.003594353,0.0002381591,0.00004321548,0.002798039,0.9246305,0.0001550219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04454912,0.0155715,0.007204827,0.9249327,0.002142824,0.001418934,0.000620509,0.0001950951,0.003364559],"genre_scores_gemma":[0.3147326,0.01853679,0.01516508,0.6454807,0.0007336826,0.0003080684,0.0001609909,0.00009652791,0.004785574],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.279452,"threshold_uncertainty_score":0.9954582,"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."}}