{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005739097,0.0002688597,0.0007916515,0.0007097255,0.0001547824,0.00058583,0.0003024144,0.0003925139,0.0007001041],"category_scores_gemma":[0.01159113,0.0002168416,0.001799129,0.0007755628,0.000150165,0.0005328734,0.0003782324,0.0004361986,0.0001249539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007677,"about_ca_system_score_gemma":0.0002674405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436913,"about_ca_topic_score_gemma":0.006440579,"domain_scores_codex":[0.9974016,0.001183571,0.0004111004,0.0003853407,0.0004977257,0.0001206194],"domain_scores_gemma":[0.9956717,0.001882728,0.001509868,0.0002826748,0.0004519233,0.0002011107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003983703,0.00009383269,0.9635534,0.0005400138,0.005494894,0.0000449994,0.00006714278,0.0009201385,0.0003543097,0.0001458774,0.001203315,0.02359834],"study_design_scores_gemma":[0.0001863218,0.001287896,0.9908002,0.0001252577,0.00339846,0.0001820974,0.0001925868,0.00168496,0.0004569431,0.0001251052,0.001543107,0.00001701083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703279,0.02179242,0.0003591101,0.0004046863,0.00009544628,0.0000314737,0.005521508,0.00001843907,0.001449059],"genre_scores_gemma":[0.9958626,0.00190532,0.0002142501,0.0001738916,0.00006646273,0.00002204823,0.001633649,0.000003869945,0.0001178513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005739097,"threshold_uncertainty_score":0.03035158,"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."}}