{"id":"W3176615065","doi":"10.1080/21645515.2021.1908797","title":"Projected impact of a plant-derived vaccine on the burden of seasonal influenza in Canada","year":2021,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Medicago (Canada)","funders":"","keywords":"Seasonal influenza; Influenza vaccine; Medicine; Virology; Environmental health; Vaccination; Immunology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001178372,0.0007896168,0.0004426829,0.0006244709,0.0005983944,0.000980083,0.0009142155,0.0005872065,0.003277224],"category_scores_gemma":[0.002885985,0.0003217201,0.001408135,0.0006672395,0.0003911207,0.0004660422,0.0005823253,0.0007279062,0.0003114734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03438554,"about_ca_system_score_gemma":0.02904132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638087,"about_ca_topic_score_gemma":0.9230382,"domain_scores_codex":[0.9993472,0.0001590142,0.00001751524,0.00006706611,0.0001784353,0.0002307816],"domain_scores_gemma":[0.99884,0.0001826425,0.0001237491,0.00002546299,0.0006714101,0.0001567184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009207601,0.000106573,0.1200376,0.0004115385,0.0009522476,0.0005159295,0.0001568026,0.826662,0.001988322,0.008773801,0.01462879,0.02484563],"study_design_scores_gemma":[0.000723039,0.0008852598,0.2022958,0.0004404976,0.0015722,0.0003713857,0.0009169531,0.7527892,0.002982667,0.007407352,0.0294262,0.0001894295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966522,0.005356932,0.01604232,0.007241617,0.0001866841,0.0003412366,0.0469089,0.0003413081,0.02692872],"genre_scores_gemma":[0.9817677,0.002115452,0.004507304,0.000614843,0.00001578884,0.00009715185,0.007435427,0.00001672675,0.003429617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03619134,"threshold_uncertainty_score":0.2494857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08070881051826172,"score_gpt":0.3648980180080705,"score_spread":0.2841892074898087,"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."}}