{"id":"W4388818414","doi":"10.14745/ccdr.v49i10a04","title":"Influenza vaccines may protect against cardiovascular diseases: The evidence is mounting and should be known by the Canadian public health community","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université Laval","funders":"","keywords":"Medicine; Observational study; Immunization; Public health; Myocardial infarction; Disease; Intensive care medicine; Stroke (engine); Immunology; Family medicine; Environmental health; Internal medicine; Pathology; Antigen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01458939,0.001081906,0.002969757,0.002884373,0.002222325,0.00457742,0.003094876,0.006274503,0.007962763],"category_scores_gemma":[0.07886036,0.0004820815,0.003429803,0.004687668,0.002606396,0.002437205,0.001191256,0.006310936,0.0012781],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02003249,"about_ca_system_score_gemma":0.06406307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.599327,"about_ca_topic_score_gemma":0.7546379,"domain_scores_codex":[0.9856668,0.004706875,0.00174186,0.001153433,0.005906044,0.000825032],"domain_scores_gemma":[0.9192091,0.04204694,0.004998856,0.0009291565,0.03054999,0.002265934],"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":[0.0008493762,0.00002674212,0.0031575,0.04611896,0.003602175,0.0003052548,0.0005453197,0.0003655315,0.0003490797,0.007292533,0.8022465,0.1351411],"study_design_scores_gemma":[0.0008056751,0.0001558416,0.01301645,0.09460249,0.008649413,0.0002562285,0.0006131372,0.0003632598,0.0004576436,0.006857799,0.8740223,0.0001998595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005639929,0.7641134,0.0002308195,0.2132064,0.01668154,0.00003978237,0.001073089,0.00002894651,0.004062045],"genre_scores_gemma":[0.02199152,0.7641485,0.00123384,0.181064,0.02716289,0.00009548875,0.0006385822,0.00004527247,0.003619999],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9799675,"threshold_uncertainty_score":0.8060652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2668512726545668,"score_gpt":0.3963047489012164,"score_spread":0.1294534762466497,"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."}}