{"id":"W3120367476","doi":"10.1016/j.vaccine.2020.09.004","title":"Efficacy and effectiveness of high-dose influenza vaccine in older adults by circulating strain and antigenic match: An updated systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada); York University; Public Health Ontario; University of Toronto","funders":"Sanofi Pasteur","keywords":"Influenza vaccine; Medicine; Meta-analysis; Observational study; Influenza-like illness; Internal medicine; Antigen; Influenza season; Virology; Vaccine efficacy; Immunology; Vaccination; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003230703,0.0009105324,0.01697499,0.0009060481,0.00009237862,0.00005470932,0.0001936352,0.0003106849,0.0001708449],"category_scores_gemma":[0.001298649,0.0006055186,0.0007218904,0.002441115,0.00003462875,0.0001726808,0.0003483863,0.0006341329,0.000002410387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009846788,"about_ca_system_score_gemma":0.0001280464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003206096,"about_ca_topic_score_gemma":0.00005862593,"domain_scores_codex":[0.9930352,0.002420953,0.002326607,0.001178388,0.0005248671,0.000513981],"domain_scores_gemma":[0.9960533,0.001185965,0.0009572899,0.001080236,0.000435138,0.0002880284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00009459348,0.000212258,0.0003241915,0.906307,0.08879918,0.0000894925,0.0001103999,0.00000101002,0.000018495,0.00001011707,0.00002664235,0.004006659],"study_design_scores_gemma":[0.005872005,0.0002825985,0.009894181,0.2185165,0.7640164,0.0001663331,0.00006077917,0.0000213491,0.00000806911,0.00000349237,0.0005305524,0.0006276537],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02059727,0.9711263,0.000006597058,0.00004546874,0.00001016964,0.007836229,0.0003403506,0.00003410589,0.000003529421],"genre_scores_gemma":[0.007577027,0.9907904,0.0001048369,0.0001711798,0.00001572499,0.0004922465,0.0007382483,0.00008823911,0.00002211563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6877905,"threshold_uncertainty_score":0.9996396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140695203671348,"score_gpt":0.4152329462722746,"score_spread":0.3238259942355611,"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."}}