{"id":"W2773950931","doi":"10.1080/21645515.2017.1412024","title":"Funding vaccines for emerging infectious diseases","year":2017,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Key Research and Development Program of China; Canadian Institutes of Health Research; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Sanming Project of Medicine in Shenzhen; Coalition for Epidemic Preparedness Innovations","keywords":"Preparedness; Outbreak; Economic shortage; Infectious disease (medical specialty); Biodefense; Emerging infectious disease; Immunization; Pandemic; Medicine; Business; Coronavirus disease 2019 (COVID-19); Economic growth; Public relations; Political science; Immunology; Virology; Disease; Government (linguistics); Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01690852,0.0008074409,0.0006674198,0.0009718701,0.001243276,0.003704061,0.001557039,0.009049015,0.02267461],"category_scores_gemma":[0.04938313,0.0002695925,0.001018917,0.0007082715,0.00162025,0.004592562,0.004973,0.009778173,0.005100716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003145189,"about_ca_system_score_gemma":0.01547584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694518,"about_ca_topic_score_gemma":0.00587566,"domain_scores_codex":[0.9903679,0.004530925,0.0006978128,0.0005841844,0.002546509,0.001272747],"domain_scores_gemma":[0.9677492,0.01833464,0.002877277,0.001116185,0.006261608,0.003661033],"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":[0.00007737292,0.00003546247,0.0005466008,0.001004461,0.0000535598,0.0001837411,0.0003060252,0.0001705718,0.0004841906,0.09702148,0.7876456,0.1124711],"study_design_scores_gemma":[0.0000296315,0.00002998968,0.0002970003,0.0005606912,0.00001858698,0.0001087236,0.00008156939,0.00007288864,0.0001004346,0.004683413,0.9940093,0.000007927859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009282253,0.05262617,0.002529834,0.8126488,0.07991719,0.0001227094,0.0004002008,0.00009614175,0.05073074],"genre_scores_gemma":[0.05042289,0.1416083,0.01158869,0.5604414,0.1195426,0.0007485854,0.001719537,0.000200065,0.1137279],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02267461,"threshold_uncertainty_score":0.08942181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189147037918776,"score_gpt":0.4062284419693368,"score_spread":0.334336971590149,"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."}}