{"id":"W3206236418","doi":"10.1007/s11883-021-00973-w","title":"Moving the Needle on Atherosclerotic Cardiovascular Disease and Heart Failure with Influenza Vaccination","year":2021,"lang":"en","type":"review","venue":"Current Atherosclerosis Reports","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Angiology; Atherosclerotic cardiovascular disease; Heart failure; Cardiology; Vaccination; Internal medicine; Disease; Virology","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":[0.001138149,0.0009456254,0.002993243,0.002732536,0.0002673584,0.001166333,0.001031935,0.001819638,0.00561916],"category_scores_gemma":[0.002327092,0.0003733046,0.001248532,0.002365615,0.0004457514,0.001330058,0.0008085931,0.001817023,0.001022655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006441526,"about_ca_system_score_gemma":0.00153843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761278,"about_ca_topic_score_gemma":0.005057819,"domain_scores_codex":[0.9996137,0.00009750979,0.00009535986,0.00005309905,0.0001097563,0.0000306113],"domain_scores_gemma":[0.9989979,0.0006753754,0.0001339167,0.00001842494,0.0001335415,0.00004091067],"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":[0.0002161437,0.00005107603,0.0002774453,0.08668399,0.0006768466,0.0001178478,0.0000684668,0.0001744005,0.0004938946,0.00169908,0.02998519,0.8795556],"study_design_scores_gemma":[0.0002478863,0.0003129315,0.003661159,0.125799,0.003807355,0.0007884499,0.0002328611,0.0001860269,0.0003453538,0.003761402,0.8607907,0.0000668457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002440002,0.9995436,0.00001239085,0.0001434636,0.0001558146,0.000001413029,0.000005936957,0.000001267678,0.0001116088],"genre_scores_gemma":[0.0002805235,0.9991327,0.00004044567,0.0002267961,0.000208346,0.000002316268,0.00001034028,4.429697e-7,0.00009814918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00561916,"threshold_uncertainty_score":0.01879799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400396041829577,"score_gpt":0.3805527159443109,"score_spread":0.2405131117613533,"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."}}