{"id":"W4307054688","doi":"10.1093/pch/pxac100.050","title":"51 Influenza Vaccine Programs with the Cell-Based Quadrivalent Influenza Vaccine and Adjuvanted Trivalent Influenza Vaccine are Highly Cost Effective in Canada","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Influenza vaccine; Medicine; Live attenuated influenza vaccine; Incidence (geometry); Transmission (telecommunications); Trivalent influenza vaccine; Vaccine efficacy; Seasonal influenza; Environmental health; Immunization; Immunology; Virology; Coronavirus disease 2019 (COVID-19); Internal medicine; Immune system; Disease; Computer science","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":[0.0006686051,0.000520205,0.0005139935,0.0008402325,0.001151402,0.001816296,0.001191221,0.0003867549,0.003180097],"category_scores_gemma":[0.001873982,0.0003977728,0.001007227,0.001589335,0.0004165121,0.0003880043,0.0007254626,0.0004889682,0.0002613575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06228956,"about_ca_system_score_gemma":0.09652559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965987,"about_ca_topic_score_gemma":0.9967534,"domain_scores_codex":[0.9989692,0.0001329369,0.00003907768,0.000124478,0.0003379959,0.0003963899],"domain_scores_gemma":[0.9992813,0.00007980286,0.00008241739,0.00002135993,0.0003979712,0.000137107],"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":[0.001229233,0.0005315748,0.3192273,0.001676118,0.0009521439,0.001102898,0.000581747,0.5007296,0.004929133,0.01662609,0.0214847,0.1309294],"study_design_scores_gemma":[0.0005716294,0.0007483612,0.3294661,0.0005508848,0.0009965113,0.0003079122,0.002180188,0.6060511,0.00330333,0.002702061,0.05293842,0.0001835308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967497,0.007186373,0.01239946,0.002900672,0.0001405785,0.0008511742,0.02385504,0.0003901321,0.05552685],"genre_scores_gemma":[0.9786295,0.002317437,0.006449731,0.0001874505,0.000007658619,0.00008392402,0.003969617,0.00003385777,0.00832075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06228956,"threshold_uncertainty_score":0.4519445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477214883699441,"score_gpt":0.3078701939879779,"score_spread":0.2830980451509835,"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."}}