{"id":"W3109253931","doi":"10.1001/jama.2020.23649","title":"Effect of High-Dose Trivalent vs Standard-Dose Quadrivalent Influenza Vaccine on Mortality or Cardiopulmonary Hospitalization in Patients With High-risk Cardiovascular Disease","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sinai Health System; Women's College Hospital; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute; American Regent; Regeneron Pharmaceuticals; National Institutes of Health; LivaNova; GlaxoSmithKline; HLS Therapeutics; Daiichi Sankyo Europe; Servier; Novo Nordisk; Daiichi-Sankyo; AstraZeneca; Amarin Corporation; Sanofi Pasteur; Kowa Company; Celladon Corporation; Boston Scientific Corporation; Eli Lilly and Company; Bristol-Myers Squibb; CSL Behring; Alnylam Pharmaceuticals; Esperion Therapeutics; Amgen; Innovent Biologics; Pfizer; Sanofi; American Heart Association","keywords":"Medicine; Vaccination; Influenza vaccine; Randomized controlled trial; Internal medicine; Adverse effect; Trivalent influenza vaccine; Clinical trial; Disease; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001253029,0.0004836557,0.001650878,0.0002367835,0.0001067817,0.00002971806,0.0002242446,0.000127001,0.00005885337],"category_scores_gemma":[0.003222319,0.0003101756,0.0004516313,0.0007849867,0.0001084316,0.0002203456,0.0002097506,0.0004883909,0.00002486691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106059,"about_ca_system_score_gemma":0.0002059456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908879,"about_ca_topic_score_gemma":0.00001252119,"domain_scores_codex":[0.9943269,0.0009418274,0.0008255637,0.0007957256,0.002594694,0.00051532],"domain_scores_gemma":[0.9972345,0.0002478229,0.0002734598,0.001184882,0.0005560551,0.0005033389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1195729,0.0004178625,0.8551272,0.001459919,0.002009796,0.000412034,0.0002727856,0.006578106,0.000008021178,0.00001788071,0.0004596739,0.01366377],"study_design_scores_gemma":[0.03948409,0.01361162,0.9421508,0.0004653305,0.001246358,5.791764e-7,0.00002637321,0.0001743784,0.001113575,0.000009063614,0.001419575,0.0002982273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943108,0.001125124,0.00005024997,0.0003489105,0.0001111944,0.003256715,0.0006747835,0.00008232032,0.00003993083],"genre_scores_gemma":[0.9984453,0.0003998672,0.00006395498,0.0004365065,0.0002180484,0.0001945245,0.0001561085,0.00007411723,0.0000115358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08702359,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435336686431335,"score_gpt":0.3052192763709654,"score_spread":0.280865909506652,"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."}}