{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001164491,0.0009780144,0.002833228,0.0002841864,0.000586049,0.0002815088,0.0002021811,0.0002447062,0.00008556905],"category_scores_gemma":[0.001014733,0.000567616,0.001457308,0.000825582,0.0002324551,0.0001670643,0.000381595,0.001318978,0.00004438078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418261,"about_ca_system_score_gemma":0.0007721214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002265007,"about_ca_topic_score_gemma":0.000002912671,"domain_scores_codex":[0.9944336,0.000502442,0.001078811,0.001441001,0.001785652,0.0007584581],"domain_scores_gemma":[0.9957657,0.0003151454,0.0005522837,0.002428205,0.0004562635,0.0004823987],"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":[0.00004802782,0.0005595017,0.005112397,0.02638876,0.005349781,0.0002150138,0.0005065452,0.00008609238,0.000008939504,0.00005321069,0.004369366,0.9573024],"study_design_scores_gemma":[0.0005168591,0.0001381127,0.008237902,0.03719528,0.004711123,0.0001812098,0.00005853739,0.000007401188,0.000004200611,0.000005612139,0.9483998,0.0005439272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002813601,0.9928556,0.00002233044,0.0001056862,0.0003332458,0.003631701,0.0000338178,0.0001331234,0.00007090368],"genre_scores_gemma":[0.0008253484,0.9968094,0.00008402697,0.0001766822,0.0004645486,0.001257523,0.00009217364,0.0002093313,0.00008095543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567584,"threshold_uncertainty_score":0.9996775,"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."}}