Authors Contribution.
PPS had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Study concept and design: MB, PPS.
Acquisition of data: AA, GA, PAV, RA, RA, GA, PEB, GB, FB, EB, AB, MB, SB, MB, MB, SB, MB, MB, FB, PB, LB, SB, MB, EC, EC, VC, RC, AC, AC, FGC, LMC, FC, GC, EC, CC, MGC, CC, CC, EC, TD, PD, FDC, SDV, UD, DDB, EE, ZF, DF, AF, IG, GG, AG, SG, PLG, CAG, MG, MLG, FG, AG, GMG, IG, VGV, FG, LCG, CG, LG, II, MI, MK, EL, ICL, RL, IL, VL, LL, AM, MM, GFM, MM, LM, PM, MM, CM, UM, MM, IN, AN, CO, SAP, AP, AP, AP, ARP, IP, RR, CR, ER, AR, AR, LS, MS, MS, PS, MS, AS, LS, ES, CS, VT, PAT, RV, VV, DZ, EZ, PZ, FZ.
Analysis and interpretation of data: MB, EH, DA, FBA, PPS.
Drafting of the manuscript: MB.
Critical revision of the manuscript for important intellectual content: All the authors.
Statistical analysis: EH, DA, FBA, PPS.
Obtained funding: N/A
Administrative, technical, or material support: EH, AC, LS.
Study supervision: GP, MP, GCA, PPS.
Conflict of interest: The authors have no conflict of interest to declare concerning the study subject (COVID-19).
Funding declaration: The present work did not receive any financial support.
Data availability: Raw data stored from patients records are pseudoanonymized and may be possibly linked to patients identity. Data can be accessed or reused upon request to the corresponding author who will share raw data after complete anonymization and clearance from competent authority (Comitato Interaziendale di Novara).
Contributors of the COVID-UPO Clinical Team
Fatality rate and predictors of mortality in a large Italian cohort of hospitalized COVID–19 patients
Mattia Bellan, MD, PhD1,2 Giuseppe Patti, MD1,2 Eyal Hayden, MD1,2 Danila Azzolina, MD, PhD1 Mario Pirisi, MD1,2 Antonio Acquaviva, MD1,2 Gianluca Aimaretti, MD, PhD1,2 Paolo Aluffi Valletti, MD1,2 Roberto Angilletta, MD4 Roberto Arioli, MD1,2 Gian Carlo Avanzi, MD1,2 Gianluca Avino, MD1,2 Piero Emilio Balbo, MD2 Giulia Baldon, MD1,2 Francesca Baorda, MD1,3 Emanuela Barbero, MD1,2 Alessio Baricich, MD1,2 Michela Barini, MD2 Francesco Barone-Adesi, MD, PhD1 Sofia Battistini, MD1,2 Michela Beltrame, MD1,2 Matteo Bertoli, MD1,2 Stephanie Bertolin, MD1,2 Marinella Bertolotti, MD4 Marta Betti, MD4 Flavio Bobbio, MD2 Paolo Boffano, MD1,2 Lucio Boglione, MD, PhD1,3 Silvio Borrè, MD3 Matteo Brucoli, MD1,2 Elisa Calzaducca, MD1,2 Edoardo Cammarata, MD1,2 Vincenzo Cantaluppi,1,2 Roberto Cantello, MD, PhD1,2 Andrea Capponi, MD2 Alessandro Carriero, MD1,2 Francesco Giuseppe Casciaro, MD1,2 Luigi Mario Castello, MD1,2 Federico Ceruti, MD1,2 Guido Chichino, MD4 Emilio Chirico, MD1,2 Carlo Cisari, MD1,2 Micol Giulia Cittone, MD1,2 Crizia Colombo, MD1,2 Cristoforo Comi, MD, PhD1,3 Eleonora Croce, MD1,3 Tommaso Daffara, MD1,2 Pietro Danna, MD1,2 Francesco Della Corte, MD1,2 Simona De Vecchi, MD1,2 Umberto Dianzani, MD, PhD1,2 Davide Di Benedetto, MD1,2 Elia Esposto, MD1,2 Fabrizio Faggiano, MD1 Zeno Falaschi, MD1,2 Daniela Ferrante, MD, PhD1 Alice Ferrero, MD1,2 Ileana Gagliardi, MD1,2 Gianluca Gaidano, MD, PhD1,2 Alessandra Galbiati, MD1,2 Silvia Gallo, MD1,3 Pietro Luigi Garavelli, MD2 Clara Ada Gardino, MD1,2 Massimiliano Garzaro, MD1,2 Maria Luisa Gastaldello, MD1,2 Francesco Gavelli, MD1,2 Alessandra Gennari, MD, PhD1,2 Greta Maria Giacomini, MD1,2 Irene Giacone, MD1,3 Valentina Giai Via, MD1,2 Francesca Giolitti, MD1,2 Laura Cristina Gironi, MD1,2 Carla Gramaglia, MD, PhD1,2 Leonardo Grisafi, MD1,2 Ilaria Inserra, MD1,2 Marco Invernizzi, MD, PhD1,2 Marco Krengli, MD1,2 Emanuela Labella, MD1,2 Irene Cecilia Landi, MD1,2 Raffaella Landi, MD1,2 Ilaria Leone, MD1,2 Veronica Lio, MD1,2 Luca Lorenzini, MD1,2 Antonio Maconi, MD4 Mario Malerba, MD1,3 Giulia Francesca Manfredi, MD1,2 Maria Martelli, MD1,2 Letizia Marzari, MD1,2 Paolo Marzullo, MD, PhD1,2 Marco Mennuni, MD2 Claudia Montabone, MD1,3 Umberto Morosini, MD1,2 Marco Mussa, MD4 Ilaria Nerici, MD1,2 Alessandro Nuzzo, MD1,2 Carlo Olivieri, MD3 Samuel Alberto Padelli, MD1,3 Massimiliano Panella, MD1 Andrea Parisini, MD4 Alessio Paschè, MD1,2 Alberto Pau, MD1,2 Anita Rebecca Pedrinelli, MD1,2 Ilaria Percivale, MD1,2 Roberta Re, MD3 Cristina Rigamonti, MD, PhD1,2 Eleonora Rizzi, MD1,2 Andrea Rognoni, MD2 Annalisa Roveta, MD4 Luigia Salamina, MD2 Matteo Santagostino, MD2 Massimo Saraceno, MD1,2 Paola Savoia, MD1,2 Marco Sciarra, MD4 Andrea Schimmenti, MD4 Lorenza Scotti, MD, PhD1 Enrico Spinoni, MD1,2 Carlo Smirne, MD, PhD1,2 Vanessa Tarantino, MD1,2 Paolo Amedeo Tillio, MD1,3 Rosanna Vaschetto, MD, PhD1,2 Veronica Vassia, MD1,2 Domenico Zagaria, MD1,2 Elisa Zavattaro, MD2 Patrizia Zeppegno, MD1,2 Francesca Zottarelli, MD1,2 Pier Paolo Sainaghi, MD, PhD1,2*