{"id":"W4289860884","doi":"10.3390/vaccines10081257","title":"Modelling the Economic Impact of lnfluenza Vaccine Programs with the Cell-Based Quadrivalent Influenza Vaccine and Adjuvanted Trivalent Influenza Vaccine in Canada","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seqirus","keywords":"Influenza vaccine; Live attenuated influenza vaccine; Virology; Medicine; Trivalent influenza vaccine; Vaccination","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001246024,0.0007709248,0.001346323,0.0005159282,0.0006379791,0.00005887758,0.0007813108,0.00008164203,0.0003286503],"category_scores_gemma":[0.0001079147,0.0004181949,0.0002692839,0.001197541,0.00005249825,0.0001926055,0.000593173,0.00114462,0.000005255902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000773,"about_ca_system_score_gemma":0.004333102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6518926,"about_ca_topic_score_gemma":0.3165324,"domain_scores_codex":[0.9951794,0.0004284495,0.001369368,0.0008332789,0.001012866,0.001176645],"domain_scores_gemma":[0.9965897,0.000742539,0.0006518881,0.001345556,0.0003689344,0.0003014356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.007669845,0.0001930135,0.4340705,0.0002535229,0.0004099137,0.00005691119,0.0006699304,0.5534769,0.0002819935,0.0000141482,0.001972414,0.000930941],"study_design_scores_gemma":[0.04396378,0.005417139,0.5234656,0.0004574624,0.0008069962,0.0001792098,0.005347552,0.3939274,0.002341519,0.00005659251,0.02273373,0.001302972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854886,0.00879673,0.00005188074,0.002175731,0.0001043958,0.003111208,0.0001249337,0.00006866243,0.00007785878],"genre_scores_gemma":[0.9967868,0.0003030045,0.0001325438,0.001719567,0.0001355418,0.000709918,0.000031368,0.0001180753,0.00006318177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353602,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464498759860056,"score_gpt":0.3160971322553912,"score_spread":0.2696472562693856,"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."}}