{"id":"W4205479699","doi":"10.1038/s41569-021-00670-w","title":"Universal flu vaccines: a shot at lifelong cardioprotection?","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"University of Toronto; Women's College Hospital; Ontario Ministry of Research, Innovation and Science","keywords":"Medicine; Disease; Vaccination; Cardioprotection; Intensive care medicine; Clinical trial; Atherosclerotic cardiovascular disease; Internal medicine; Immunology; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258982,0.0008690166,0.003454707,0.001234503,0.000307081,0.001699258,0.001414358,0.002471585,0.00856035],"category_scores_gemma":[0.003219493,0.0003188541,0.001293873,0.001106051,0.0006844391,0.002153801,0.0009237701,0.004215148,0.002101405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606609,"about_ca_system_score_gemma":0.001800833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464971,"about_ca_topic_score_gemma":0.00345442,"domain_scores_codex":[0.999575,0.0001393915,0.00007265926,0.00006765835,0.00009572199,0.00004960065],"domain_scores_gemma":[0.9981279,0.001341543,0.0001675479,0.00004231347,0.000224351,0.00009630818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004059535,0.00007771527,0.0001535332,0.03639805,0.0006655558,0.00009828076,0.00005279865,0.0001415533,0.00087886,0.004459735,0.05108416,0.9055837],"study_design_scores_gemma":[0.0005185859,0.0004197398,0.001496063,0.04927104,0.002079629,0.0006355862,0.000164701,0.0001171744,0.0003489248,0.005940258,0.9389555,0.00005276187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003364028,0.9984422,0.00004187499,0.0008797362,0.0003658928,0.000002534002,0.00001420274,0.00000379265,0.0002161183],"genre_scores_gemma":[0.0005913944,0.9970489,0.0001568362,0.001298955,0.0006184807,0.000008381379,0.00002415317,0.000002041476,0.0002508522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00856035,"threshold_uncertainty_score":0.02863723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730810133279824,"score_gpt":0.4477013871724651,"score_spread":0.2746203738444827,"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."}}