{"id":"W1982883425","doi":"10.1007/978-3-0346-0279-2_19","title":"Economic Implications of Influenza and Influenza Vaccine","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Recession; Pandemic; Medicine; Seasonal influenza; Environmental health; Economic cost; Live attenuated influenza vaccine; Influenza vaccine; Public health; Economic impact analysis; Productivity; Economic growth; Disease; Coronavirus disease 2019 (COVID-19); Immunology; Economics; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004653776,0.0007093043,0.0004073356,0.001088137,0.000510635,0.002105523,0.0004959157,0.001442539,0.0160582],"category_scores_gemma":[0.001644126,0.000201619,0.0003060753,0.001088437,0.000669184,0.00259815,0.0006156376,0.002082288,0.00577114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024848,"about_ca_system_score_gemma":0.001311794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383403,"about_ca_topic_score_gemma":0.003269161,"domain_scores_codex":[0.9996681,0.00008617503,0.00001392852,0.00003724679,0.0001674849,0.0000270706],"domain_scores_gemma":[0.9995902,0.0002692142,0.00002261277,0.000009869325,0.00008790714,0.00002011124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000320738,0.00003999945,0.0001369581,0.0006136447,0.00001370596,0.0001311276,0.0001517983,0.001223726,0.0002501099,0.1975179,0.578197,0.221692],"study_design_scores_gemma":[0.000003479802,0.00001377144,0.0003020667,0.000623081,0.000004468222,0.0001742248,0.00006780436,0.000181866,0.00006753738,0.04588133,0.9526734,0.000006991858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001053138,0.4804232,0.002608264,0.0380493,0.01504131,0.00005083666,0.0002485627,0.00005230424,0.4624732],"genre_scores_gemma":[0.02018047,0.5055134,0.005549317,0.01929655,0.01554802,0.000141575,0.0003919592,0.0001090738,0.4332697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0160582,"threshold_uncertainty_score":0.05372006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09451936996644275,"score_gpt":0.3899729364247561,"score_spread":0.2954535664583133,"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."}}