{"id":"W4395006520","doi":"10.1111/irv.13288","title":"Relative Effectiveness of the MF59®‐Adjuvanted Influenza Vaccine Versus High‐Dose and Non‐Adjuvanted Influenza Vaccines in Preventing Cardiorespiratory Hospitalizations During the 2019–2020 US Influenza Season","year":2024,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Seqirus","keywords":"Medicine; Cardiorespiratory fitness; Vaccination; Influenza vaccine; Logistic regression; Retrospective cohort study; Internal medicine; Medical record; Immunology","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"],"consensus_categories":[],"category_scores_codex":[0.002187275,0.0009303635,0.001362995,0.0007388816,0.0007316082,0.0002292237,0.0005540295,0.0004388384,0.00004969569],"category_scores_gemma":[0.00264506,0.000615093,0.0003653101,0.002250334,0.0007684759,0.0009808005,0.0008829932,0.001283216,0.00003467675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701146,"about_ca_system_score_gemma":0.0004686338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546548,"about_ca_topic_score_gemma":0.0003838329,"domain_scores_codex":[0.9938886,0.001299797,0.001611941,0.001181323,0.001018191,0.001000199],"domain_scores_gemma":[0.9955159,0.001938764,0.0004904015,0.001250437,0.0005036001,0.0003008634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005293699,0.0001426324,0.9669827,0.001848457,0.001236039,0.00009252395,0.002227967,0.0006461947,0.02041947,0.0004143223,0.0001460227,0.0005499412],"study_design_scores_gemma":[0.01157243,0.0005907831,0.883929,0.003441771,0.000487758,0.00001976402,0.0003788261,0.0001122897,0.009140844,0.0001369904,0.08956905,0.000620482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525956,0.04327235,0.00001065341,0.00003211525,0.0004397715,0.002845979,0.0002307399,0.0002243849,0.0003484231],"genre_scores_gemma":[0.9828656,0.00009614129,0.00004651667,0.01586958,0.000368601,0.0004658366,0.000001422029,0.0002608484,0.00002544302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08942303,"threshold_uncertainty_score":0.99963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739312893909729,"score_gpt":0.3752275355686899,"score_spread":0.3178344066295926,"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."}}