{"id":"W4311732310","doi":"10.1093/ofid/ofac492.180","title":"102. Efficacy and Effectiveness of High-Dose Influenza Vaccine in Older Adults by Age and Seasonal Characteristics: An Updated Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada)","funders":"","keywords":"Medicine; Meta-analysis; Influenza vaccine; Internal medicine; Emergency department; Pneumonia; Immunology; Vaccination","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":[0.01196732,0.002476215,0.01753031,0.007136258,0.0005376411,0.002845654,0.001686787,0.002033445,0.003846362],"category_scores_gemma":[0.02742496,0.00172682,0.04552008,0.006385782,0.0005230508,0.001927637,0.001340768,0.001920378,0.0004431912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583656,"about_ca_system_score_gemma":0.003751835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009354458,"about_ca_topic_score_gemma":0.0187739,"domain_scores_codex":[0.9919795,0.003270959,0.002775435,0.0008179729,0.0008911949,0.0002650637],"domain_scores_gemma":[0.9885496,0.007634968,0.002169206,0.0003768246,0.001111566,0.0001578845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001289762,0.00002035387,0.002980935,0.3886473,0.593653,0.0000924698,0.0000554184,0.0004839931,0.0001935968,0.00009788298,0.0007033669,0.01178182],"study_design_scores_gemma":[0.0005292704,0.0001452741,0.003462512,0.0259804,0.9675727,0.00008904375,0.00002579424,0.0001424474,0.00009156932,0.000134941,0.001806328,0.00001958727],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003073682,0.9947323,0.0004474726,0.0001814904,0.0001484677,0.0002863972,0.0008340987,0.00002551017,0.0002705912],"genre_scores_gemma":[0.1614694,0.8314892,0.002465728,0.001193394,0.0002832191,0.001335306,0.001310858,0.00003563549,0.000417275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01753031,"threshold_uncertainty_score":0.06329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815626043230836,"score_gpt":0.3505186921115762,"score_spread":0.3223624316792679,"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."}}