{"id":"W4415855078","doi":"10.1016/j.cjco.2025.09.004","title":"Vaccination in Patients with Cardiovascular Disease: A Case-Based Approach and Contemporary Review","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital; Vanguard College; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Saint John Regional Hospital; University of Toronto; Western University; Université de Sherbrooke; London Health Sciences Centre; St. Michael's Hospital; University of Alberta; Providence Health Care; University of Manitoba; University of British Columbia","funders":"University Hospital Foundation; Edwards Lifesciences; Canadian Cardiovascular Society; Novartis","keywords":"Vaccination; Public health; Disease; Health care; Immunization; Cohort; Observational study; Pandemic","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":[0.0005536618,0.00008381697,0.0003402488,0.0001502776,0.00005636499,0.00004545335,0.00008102091,0.00002810413,0.00002780548],"category_scores_gemma":[0.0001684016,0.0000626162,0.00004328274,0.0005049497,0.00002464963,0.0001684845,0.00008976632,0.0001260059,0.000004123651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008844752,"about_ca_system_score_gemma":0.0003218355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056777,"about_ca_topic_score_gemma":0.000005740878,"domain_scores_codex":[0.999105,0.0001720287,0.0001602892,0.0002569636,0.0002057574,0.00009999353],"domain_scores_gemma":[0.9992809,0.00002344838,0.00002303545,0.0004460428,0.0001397134,0.00008684936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008935388,0.0006873034,0.9354966,0.005203821,0.0003999243,0.001027067,0.00001540954,0.0000656355,0.000002179523,0.0001593252,0.00663259,0.04941665],"study_design_scores_gemma":[0.01250609,0.0003780105,0.9281395,0.00338992,0.0002931466,0.00002823534,0.00002288274,0.0006897045,0.00003274467,0.00002003635,0.05430479,0.000194902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7728013,0.1171727,0.002161274,0.001652158,0.00006819196,0.01968076,0.00003461494,0.00007619141,0.08635281],"genre_scores_gemma":[0.9980903,0.0001432968,0.0001725058,0.0008059405,0.00000694701,0.0003770922,0.00005804247,0.00001038234,0.0003355368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225289,"threshold_uncertainty_score":0.2553414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409190359958445,"score_gpt":0.3578161995993837,"score_spread":0.3037242959997992,"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."}}