{"id":"W4404473930","doi":"10.1080/21645515.2024.2421096","title":"Seasonal influenza vaccines: Variability of immune responses to B lineage viruses","year":2024,"lang":"en","type":"review","venue":"Human Vaccines & Immunotherapeutics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Moderna","keywords":"Immunogenicity; Immune system; Virology; Biology; Immunology; Influenza vaccine; Seasonal influenza; Virus; Immunity; Influenza A virus; Disease; Original antigenic sin; Antigenic drift; Medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","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":[0.0009863959,0.0004668603,0.001006704,0.001404725,0.0001171288,0.0008716729,0.0004988846,0.0006161142,0.002390659],"category_scores_gemma":[0.001139979,0.0002136342,0.0006677391,0.001063763,0.0002363185,0.0007192043,0.0004201268,0.0008337938,0.0009385706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519779,"about_ca_system_score_gemma":0.0009098849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008070528,"about_ca_topic_score_gemma":0.00114847,"domain_scores_codex":[0.9997248,0.00007163978,0.00004871623,0.00004432969,0.00008434163,0.00002614609],"domain_scores_gemma":[0.9994444,0.0003444349,0.0000824821,0.000012649,0.00009835749,0.00001757129],"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":[0.0001345281,0.00005006621,0.0004361589,0.04251274,0.0002688546,0.00009256465,0.00008383857,0.000282562,0.004763723,0.001551458,0.008160618,0.9416629],"study_design_scores_gemma":[0.000048572,0.0006016846,0.003143174,0.01562528,0.0008656936,0.001358745,0.0001413477,0.0001160355,0.00355265,0.001512315,0.9730031,0.00003141447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004623347,0.9981799,0.0001332086,0.0002206194,0.00008311876,0.00001184642,0.00004651379,0.000006574122,0.0008559097],"genre_scores_gemma":[0.002198319,0.9970489,0.0002024898,0.0001637714,0.00005803345,0.00001227713,0.00004882928,0.000001474228,0.0002660336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002390659,"threshold_uncertainty_score":0.007997513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2249991127791486,"score_gpt":0.4845285802752144,"score_spread":0.2595294674960659,"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."}}