Predicting in-hospital mortality from Coronavirus Disease 2019: A simple validated app for clinical use

• Bianca Magro ,

  Contributed equally to this work with: Bianca Magro, Valentina Zuccaro

  Roles Conceptualization, Data curation, Investigation, Writing – original draft

  Affiliation Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Valentina Zuccaro ,

  Contributed equally to this work with: Bianca Magro, Valentina Zuccaro

  Roles Conceptualization, Data curation, Investigation, Writing – original draft

  Affiliation Department of Infectious Diseases, IRCCS Fondazione Policlinico San Matteo, Pavia, Italy

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• Luca Novelli,

  Roles Data curation, Investigation

  Affiliation Pneumology Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

  https://orcid.org/0000-0002-2705-248X

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• Lorenzo Zileri,

  Roles Conceptualization, Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing

  Affiliation UOC di Medicina Interna e Gastroenterologia, Dipartimento di Scienze Gastroenterologiche, Endocrino-Metaboliche e Nefro-Urologiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy

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• Ciro Celsa,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy, Department of Surgical, Oncological and Oral Sciences (Di.Chir.On.S.), University of Palermo, Palermo, Italy

  https://orcid.org/0000-0002-5662-2162

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• Federico Raimondi,

  Roles Data curation, Investigation

  Affiliation Pneumology Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Mauro Gori,

  Roles Investigation

  Affiliation Cardiovascular Department and Cardiology 1 Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Giulia Cammà,

  Roles Conceptualization, Data curation, Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation UOC di Medicina Interna e Gastroenterologia, Dipartimento di Scienze Gastroenterologiche, Endocrino-Metaboliche e Nefro-Urologiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy

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• Salvatore Battaglia,

  Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

  Affiliation Department of Economics, Business and Statistics (SEAS), University of Palermo, Palermo, Italy

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• Vincenzo Giuseppe Genova,

  Roles Formal analysis, Software, Writing – original draft

  Affiliation Department of Economics, Business and Statistics (SEAS), University of Palermo, Palermo, Italy

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• Laura Paris,

  Roles Data curation, Investigation

  Affiliation Hematology and Bone Marrow Transplant Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Matteo Tacelli,

  Roles Data curation, Investigation, Writing – original draft

  Affiliation Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Francesco Antonio Mancarella,

  Roles Data curation, Investigation

  Affiliation UOC di Medicina Interna e Gastroenterologia, Dipartimento di Scienze Gastroenterologiche, Endocrino-Metaboliche e Nefro-Urologiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy

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• Marco Enea,

  Roles Formal analysis, Methodology, Software, Writing – review & editing

  Affiliation Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy

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• Massimo Attanasio,

  Roles Formal analysis, Methodology, Software, Validation

  Affiliation Department of Economics, Business and Statistics (SEAS), University of Palermo, Palermo, Italy

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• Michele Senni,

  Roles Data curation, Investigation

  Affiliation Cardiovascular Department and Cardiology 1 Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Fabiano Di Marco,

  Roles Data curation, Investigation

  Affiliation Pneumology Unit, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Luca Ferdinando Lorini,

  Roles Data curation, Investigation

  Affiliation Emergency and Intensive care Department, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Stefano Fagiuoli,

  Roles Conceptualization, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Gastroenterology Hepatology and Transplantation, ASST Papa Giovanni XXIII–Bergamo, Bergamo, Italy

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• Raffaele Bruno,

  Roles Conceptualization, Data curation, Project administration, Supervision, Validation, Writing – review & editing

  Affiliations Department of Infectious Diseases, IRCCS Fondazione Policlinico San Matteo, Pavia, Italy, Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy

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• Calogero Cammà ,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: calogero.camma@unipa.it

  Affiliation Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy

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•  [ ... ],
• Antonio Gasbarrini

  Roles Conceptualization, Supervision, Validation, Writing – review & editing

  Affiliation UOC di Medicina Interna e Gastroenterologia, Dipartimento di Scienze Gastroenterologiche, Endocrino-Metaboliche e Nefro-Urologiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy

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