{"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; 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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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01594383,0.000441759,0.003171281,0.00007109348,0.0006112266,0.00002098047,0.0004467542,0.00009394118,0.00001391081],"category_scores_gemma":[0.02405391,0.0002317889,0.003142959,0.000226987,0.001598481,0.00003262386,0.001398337,0.001072404,0.000002798587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326034,"about_ca_system_score_gemma":0.0002617481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001117889,"about_ca_topic_score_gemma":3.70573e-7,"domain_scores_codex":[0.9887806,0.008080562,0.001472527,0.000741838,0.0003624393,0.0005620963],"domain_scores_gemma":[0.9718561,0.02566602,0.0006401432,0.001073794,0.0002193747,0.0005446294],"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":[0.0001686543,0.0001337681,0.150017,0.1145131,0.02701047,0.0008690355,0.0001840168,0.0006158719,0.000001033873,0.00005178486,0.05436473,0.6520705],"study_design_scores_gemma":[0.0008359475,0.0001801295,0.04996494,0.007741518,0.005782599,0.0001517877,0.00006522096,0.000007976835,7.615728e-8,0.00002388094,0.93507,0.0001758628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002568229,0.9924791,0.0005729251,0.004570171,0.0001955004,0.001672166,0.0002049611,0.00001798224,0.00003031783],"genre_scores_gemma":[0.0004388601,0.995823,0.0003816438,0.001701811,0.001186947,0.0002908006,0.00001610106,0.00007854278,0.00008233092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8807054,"threshold_uncertainty_score":0.9841669,"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). 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