{"id":"W2965397524","doi":"10.1007/s40520-019-01279-3","title":"The burden of influenza in older adults: meeting the challenge","year":2019,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Vaccination; Herd immunity; Influenza vaccine; Medicine; Immunology; Antigenic drift; Immune system; Adjuvant; Immunity; Population; Seasonal influenza; Antigen; Influenza A virus; Virology; Coronavirus disease 2019 (COVID-19); Virus; Environmental health; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03336824,0.001336558,0.00490606,0.002815037,0.00262528,0.008221952,0.002976688,0.01102474,0.006766626],"category_scores_gemma":[0.06040664,0.0009635349,0.001908024,0.003300666,0.003506466,0.01706508,0.006558316,0.008464595,0.00215799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831458,"about_ca_system_score_gemma":0.01120183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549206,"about_ca_topic_score_gemma":0.04401631,"domain_scores_codex":[0.9907736,0.003731259,0.001758198,0.0009488087,0.002074562,0.0007134851],"domain_scores_gemma":[0.9328722,0.03234474,0.007527763,0.003103309,0.01455834,0.009593738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001324239,0.0006091536,0.2042004,0.009728921,0.002146048,0.0009247463,0.003994093,0.001204887,0.002800636,0.01324859,0.2786532,0.481165],"study_design_scores_gemma":[0.0003762748,0.002024251,0.4831481,0.01538439,0.002077576,0.001792398,0.02203452,0.002637821,0.0004648789,0.0493784,0.4201928,0.0004886234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02543589,0.2769674,0.001668415,0.6829211,0.008072451,0.00004338054,0.001553044,0.0001014874,0.003236824],"genre_scores_gemma":[0.3201686,0.421671,0.01058864,0.145558,0.09713263,0.0003495502,0.002042747,0.000112474,0.002376235],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03336824,"threshold_uncertainty_score":0.1764703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921434428518595,"score_gpt":0.5317639760002031,"score_spread":0.3396205331483436,"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."}}