{"id":"W4415676376","doi":"10.1056/nejmsa2514268","title":"Updated Evidence for Covid-19, RSV, and Influenza Vaccines for 2025–2026","year":2025,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Infectious disease (medical specialty); Pandemic; Vaccination; Live attenuated influenza vaccine; Disease; MEDLINE; Public health","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":[0.01617455,0.001401767,0.005563089,0.01439432,0.000439042,0.003622554,0.002314238,0.00264028,0.008112651],"category_scores_gemma":[0.0529594,0.001209651,0.01078552,0.007965547,0.0007350964,0.002835761,0.001661489,0.00239126,0.00091757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004377874,"about_ca_system_score_gemma":0.01163549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117983,"about_ca_topic_score_gemma":0.02729587,"domain_scores_codex":[0.9895185,0.003160818,0.004295598,0.0006878323,0.001965976,0.0003713818],"domain_scores_gemma":[0.956798,0.02722516,0.009435185,0.000557256,0.005436484,0.0005477868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000531505,0.00003264224,0.001244099,0.8672318,0.01418866,0.0001222137,0.0001524793,0.0001968636,0.0003401131,0.0005507559,0.006579768,0.1088292],"study_design_scores_gemma":[0.0003655432,0.0002594027,0.003744082,0.8860463,0.06442972,0.000235839,0.0001284397,0.0000698837,0.0001742203,0.0005161702,0.04400174,0.00002856069],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003993647,0.9972941,0.00009677403,0.0008785846,0.0002636274,0.00009066628,0.0004835505,0.000008355569,0.0004849822],"genre_scores_gemma":[0.008327996,0.9879246,0.0007548365,0.00180664,0.0002052535,0.0002113052,0.0006089358,0.000005986326,0.0001545509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01617455,"threshold_uncertainty_score":0.08554024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873881483727577,"score_gpt":0.4986464200327019,"score_spread":0.3112582716599442,"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."}}