{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341037,0.001371032,0.0009829454,0.001299909,0.0009902456,0.002082954,0.002678469,0.001601169,0.004125732],"category_scores_gemma":[0.003971936,0.0008020722,0.001628047,0.001764799,0.00103019,0.0009211396,0.001123805,0.001231208,0.000192374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04740162,"about_ca_system_score_gemma":0.02747433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698904,"about_ca_topic_score_gemma":0.935737,"domain_scores_codex":[0.9990289,0.000236509,0.00002792633,0.0001088331,0.0001117336,0.0004862156],"domain_scores_gemma":[0.9979631,0.0009787073,0.0001829805,0.00004315078,0.000581816,0.0002502679],"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":[0.0001270957,0.00004115475,0.003605986,0.00003609326,0.00005287818,0.00008266362,0.00001932254,0.9935778,0.0001720438,0.001049837,0.0003392865,0.0008958395],"study_design_scores_gemma":[0.0001255798,0.0001485307,0.005348805,0.00003132007,0.0001241214,0.00002423405,0.000206814,0.9913863,0.0002641962,0.0008869717,0.001416562,0.00003663867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596466,0.001303281,0.006429047,0.001449089,0.00006850544,0.000495674,0.007971234,0.00008086352,0.02255568],"genre_scores_gemma":[0.990168,0.0005972974,0.002311376,0.00009767932,0.000007148829,0.0001014051,0.001131414,0.00001558489,0.005570053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04740162,"threshold_uncertainty_score":0.3439245,"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."}}