{"id":"W3217764023","doi":"10.1093/eurheartj/ehab696","title":"European Society of Cardiology guidance for the diagnosis and management of cardiovascular disease during the COVID-19 pandemic: part 1—epidemiology, pathophysiology, and diagnosis","year":2021,"lang":"en","type":"review","venue":"European Heart Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biosense Webster; Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centers; Abbott Vascular; Humanitas Research Hospital; Universitair Ziekenhuis Antwerpen; Centre Hospitalier Universitaire de Rennes; MicroPort; Berlin Institute of Health; Idorsia Pharmaceuticals; St George's University Hospitals NHS Foundation Trust; Universidade de Santiago de Compostela; Universiteit Hasselt; Humanitas University; Bracco Imaging; Universität zu Köln; Universiteit Antwerpen; Università di Pisa; Trakya Üniversitesi; Uniwersytet Warszawski; Servier; Università degli Studi di Brescia; Centro Nacional de Investigaciones Cardiovasculares; Universitat de Barcelona; Johannes Gutenberg-Universität Mainz; Leids Universitair Medisch Centrum; Università degli Studi di Pavia; Schweizerische Herzstiftung; Novo Nordisk; Amsterdam University Medical Centers; Warszawski Uniwersytet Medyczny; Dipartimento di Scienze Biomediche Avanzate, Università degli Studi di Napoli Federico II; Universiteit van Amsterdam; ZonMw; Deutsches Zentrum für Herz-Kreislaufforschung; Canada Excellence Research Chairs, Government of Canada; University of Glasgow; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Cleveland Clinic; Universiteit Leiden; Institut National de la Santé et de la Recherche Médicale; National Cancer Institute; University College London; Hôpitaux Universitaires de Genève; British Heart Foundation; Universitetet i Oslo; Cardinal Health; Medicure; InfraRedx; Acceleron; Imperial College London; Generalitat de Catalunya; Serbian Academy of Sciences and Arts; Pfizer; Università degli Studi di Milano; Regeneron Pharmaceuticals; Boston Scientific Corporation; Universität Basel; Bristol-Myers Squibb; Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares; Università di Catania; Abiomed; Sanofi; United Therapeutics Corporation; Bayer; Uniwersytet Jagielloński Collegium Medicum; National Institute for Health and Care Research; Queen Mary University of London; CSL Behring; Eli Lilly and Company; Grupo Ferrer Internacional, S.A; AstraZeneca; Edwards Lifesciences; European Society of Cardiology; Amgen; Daiichi Sankyo Europe; St. Jude Medical; Yale University; National Science Foundation","keywords":"Medicine; Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pathophysiology; Intensive care medicine; Disease; Cardiology; Internal medicine; Pathology; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01358681,0.00147509,0.002119475,0.005697079,0.001484947,0.004578295,0.003162984,0.01015689,0.0165114],"category_scores_gemma":[0.06349283,0.0008267022,0.003084733,0.002606792,0.001934634,0.003212614,0.002724981,0.01017308,0.01780877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265106,"about_ca_system_score_gemma":0.01411922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008251138,"about_ca_topic_score_gemma":0.0127039,"domain_scores_codex":[0.9847959,0.00547277,0.003806319,0.000867997,0.004337939,0.0007189555],"domain_scores_gemma":[0.9412404,0.01821145,0.005828931,0.001826332,0.02992837,0.002964584],"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":[0.00005406963,0.00005542592,0.0007866489,0.002416151,0.0000771026,0.0003601713,0.0002052586,0.0002178911,0.0002376209,0.00444062,0.850622,0.140527],"study_design_scores_gemma":[0.000113611,0.00005832017,0.002630205,0.01364808,0.0001138663,0.001631049,0.0001597253,0.0001843415,0.0001590455,0.005964487,0.9752887,0.00004840753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001362792,0.3234766,0.023866,0.4486864,0.0634509,0.001713663,0.005532349,0.001601768,0.1303096],"genre_scores_gemma":[0.02524467,0.486881,0.1403146,0.1745239,0.08021587,0.005399897,0.01660301,0.0009743987,0.06984266],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0165114,"threshold_uncertainty_score":0.07185483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3530235119508198,"score_gpt":0.4858051185833482,"score_spread":0.1327816066325284,"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."}}