{"id":"W4407689406","doi":"10.1161/circoutcomes.124.011857","title":"High Time for High-Dose Flu Vaccines in Cardiovascular Patients?","year":2025,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Institute of Health Services and Policy Research; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; Pediatrics","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":[0.001672043,0.0002641655,0.0008160414,0.0004064024,0.002031522,0.001844925,0.0007329094,0.01501854,0.01030004],"category_scores_gemma":[0.01631678,0.0002604649,0.0008332144,0.0004986186,0.0009238604,0.001844932,0.0006671132,0.01272248,0.002453775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243303,"about_ca_system_score_gemma":0.003665769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005762994,"about_ca_topic_score_gemma":0.01179637,"domain_scores_codex":[0.9985223,0.0005218353,0.0001752688,0.0001382748,0.0002569429,0.0003853877],"domain_scores_gemma":[0.9934037,0.002425866,0.0006502457,0.0001577133,0.0005942155,0.002768201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006970363,0.0002852714,0.04100333,0.0001984631,0.0001557624,0.007800241,0.0003836112,0.000207028,0.000793457,0.005009896,0.8865357,0.05693026],"study_design_scores_gemma":[0.002377493,0.001999763,0.1246154,0.00364652,0.0006366136,0.02442474,0.006524518,0.002445402,0.001091509,0.0553745,0.7765249,0.0003386724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004331801,0.001768413,0.00008243912,0.9827945,0.006033611,0.000008489066,0.00008743271,0.0000164789,0.004876798],"genre_scores_gemma":[0.05056576,0.002008471,0.0002802885,0.8959613,0.04886679,0.00003877043,0.00009941628,0.00002514826,0.002154063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01501854,"threshold_uncertainty_score":0.03445709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702974938491649,"score_gpt":0.3154331572699194,"score_spread":0.2784034078850029,"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."}}