{"id":"W3195049653","doi":"10.1038/s41541-021-00373-w","title":"Relative effectiveness of influenza vaccines in elderly persons in the United States, 2012/2013-2017/2018 seasons","year":2021,"lang":"en","type":"article","venue":"npj Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Confidence interval; Hazard ratio; Pneumonia; Influenza vaccine; Internal medicine; Immunization; Relative risk; Seasonal influenza; Pediatrics; Coronavirus disease 2019 (COVID-19); Immunology; Vaccination; Disease; Antigen","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00143451,0.0003333407,0.0007560629,0.0006386255,0.0001316277,0.00002993068,0.0002778242,0.000170609,0.0001228011],"category_scores_gemma":[0.002118104,0.0002295532,0.0001506752,0.002354307,0.00009316103,0.0003343882,0.000180717,0.0006982782,0.00003876105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172163,"about_ca_system_score_gemma":0.0002932694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689413,"about_ca_topic_score_gemma":0.002668266,"domain_scores_codex":[0.9968297,0.001089958,0.0004835404,0.0004562647,0.0005298812,0.0006106193],"domain_scores_gemma":[0.9962147,0.00224733,0.0001442416,0.0006683033,0.0006206077,0.000104805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002432056,0.0009924422,0.9558131,0.001408068,0.0005164226,0.0006188258,0.01010481,0.0006859878,0.005479249,0.0009281377,0.01971075,0.001310134],"study_design_scores_gemma":[0.006883317,0.0007272709,0.9563442,0.001135932,0.0001228037,0.00006233536,0.005787891,0.0003343387,0.002751381,0.0007399354,0.02482047,0.0002901589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874538,0.006895573,0.00002767259,0.002733944,0.0001115625,0.001038827,0.00008109205,0.00004169312,0.00161582],"genre_scores_gemma":[0.9964031,0.001382776,0.0002504724,0.0008055597,0.0001207427,0.0002422261,0.0001151946,0.00005006465,0.0006298602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008949288,"threshold_uncertainty_score":0.9360909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894206101019172,"score_gpt":0.3779831159701617,"score_spread":0.30904105495997,"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."}}