Acknowledgment: The authors thank the Johns Hopkins Health System and its surrounding communities
for working together to provide outstanding patient care and to keep each other safe
during these extraordinary times.
Financial Support: The data utilized were part of the JH-CROWN: The COVID PMAP Registry, which is based
on the contribution of many patients and clinicians and funded by Hopkins inHealth,
the Johns Hopkins Precision Medicine Program. Drs. Garibaldi, Muschelli, Robinson,
and Gupta and Mr. Schumock received funding from the COVID-19 Administrative Supplement
for the HHS Region 3 Treatment Center from the Office of the Assistant Secretary for
Preparedness and Response.
Reproducible Research Statement:
Study protocol: Not available.
Statistical code: Available from Dr. Garibaldi (e-mail,
bgariba1@
123456jhmi.edu
), along with information on the COVID-19 Inpatient Risk Calculator (CIRC).
Data set: Not available.
Corresponding Author: Brian T. Garibaldi, MD, MEHP, Division of Pulmonary and Critical Care, Johns Hopkins
University School of Medicine, 1830 East Monument Street, Fifth Floor, Baltimore,
MD 21205; e-mail,
bgariba1@
123456jhmi.edu
.
Current Author Addresses: Drs. Garibaldi and Kim: Division of Pulmonary and Critical Care, Johns Hopkins University
School of Medicine, 1830 East Monument Street, Fifth Floor, Baltimore, MD 21205.
Drs. Fiksel, Muschelli, Perin, Wang, Bandeen-Roche, and Zeger and Mr. Schumock: Division
of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, 615
North Wolfe Street, Baltimore, MD 21205-2179.
Dr. Robinson: Division of Infectious Diseases, Johns Hopkins University School of
Medicine, 1830 East Monument Street, 4th Floor, Baltimore, MD 21205.
Dr. Rouhizadeh: Institute for Clinical and Translational Research, Johns Hopkins University
School of Medicine, 750 East Pratt Street, 16th Floor, Baltimore, MD 21202.
Dr. Nagy and Mr. Shah: Johns Hopkins Medicine Technology Innovation Center, 855 North
Wolfe Street, Rangos Building, Suite 600 B, Baltimore, MD 21205.
Mr. Gray, Mr. Malapati, and Ms. Bowring: Johns Hopkins University School of Medicine,
733 North Broadway, Baltimore, MD 21205.
Ms. Ghobadi-Krueger and Mr. Harkness: Information Technology, Johns Hopkins Health
System, 1000 Lancaster Street, 4th Floor, Baltimore, MD 21202.
Dr. Niessen: Division of Hospital Medicine, Johns Hopkins University School of Medicine,
600 North Wolfe Street, Baltimore, MD 21287.
Dr. Hill: Johns Hopkins University School of Medicine, 600 North Wolfe Street, Baltimore,
MD 21287.
Dr. Shafeeq Ahmed: Howard Country General Hospital, 5755 Cedar Lane, Columbia, MD
21044.
Dr. Dobkin: Suburban Hospital
, 8600 Old Georgetown Road, Bethesda, MD 20814.
Dr. Blanding: Johns Hopkins Bayview Medical Center, 4940 Eastern Avenue, Baltimore,
MD 21224.
Dr. Abele: Sibley Memorial Hospital, 5255 Loughboro Road NW, Washington, DC 20016.
Ms. Woods: Institute for Clinical and Translational Research, Johns Hopkins University
School of Medicine, 750 East Pratt Street, 16th Floor, Baltimore, MD 21202.
Dr. Thiemann: Division of Cardiology, Johns Hopkins University School of Medicine,
600 North Wolfe Street, Baltimore, MD 21287.
Dr. Rosen: Johns Hopkins University School of Medicine, 733 North Broadway, Baltimore,
MD 21205-1832.
Dr. Gupta: Center for Clinical Global Health Education, Johns Hopkins School of Medicine,
600 North Wolfe Street, Phipps 521, Baltimore, MD 21287.
Author Contributions: Conception and design: B.T. Garibaldi, P.G. Nagy, M.M. Ghobadi-Krueger, T. Niessen,
D. Thiemann, K. Bandeen-Roche, A. Rosen, S. Zeger, A. Gupta.
Analysis and interpretation of the data: B.T. Garibaldi, J. Fiksel, J. Muschelli,
M.L. Robinson, J. Perin, G. Schumock, P.G. Nagy, J.H. Gray, H. Malapati, B. Woods,
D. Thiemann, M. Wang, K. Bandeen-Roche, S. Zeger, A. Gupta.
Drafting of the article: B.T. Garibaldi, J. Fiksel, M.L. Robinson, M. Rouhizadeh,
P.G. Nagy, J.H. Gray, H. Malapati, P.M. Hill, A. Rosen, S. Zeger, A. Gupta.
Critical revision for important intellectual content: B.T. Garibaldi, J. Fiksel, M.L.
Robinson, G. Schumock, P.G. Nagy, J.H. Gray, H. Malapati, B. Kim, D. Thiemann, K.
Bandeen-Roche, A. Rosen, S. Zeger, A. Gupta.
Final approval of the article: B.T. Garibaldi, J. Fiksel, J. Muschelli, M.L. Robinson,
M. Rouhizadeh, J. Perin, G. Schumock, P.G. Nagy, J.H. Gray, H. Malapati, M.M. Ghobadi-Krueger,
T. Niessen, B. Kim, P.M. Hill, M. Shafeeq Ahmed, E.D. Dobkin, R. Blanding, J. Abele,
B. Woods, K.B. Harkness, D. Thiemann, M.G. Bowring, A.B. Shah, M. Wang, K. Bandeen-Roche,
A. Rosen, S. Zeger, A. Gupta.
Provision of study materials or patients: J. Abele, E.D. Dobkin, B.T. Garibaldi, T.
Niessen
Statistical expertise: B.T. Garibaldi, J. Fiksel, J. Muschelli, M.L. Robinson, G.
Schumock, J.H. Gray, M.M. Ghobadi-Krueger, D. Thiemann, K. Bandeen-Roche, S. Zeger.
Obtaining of funding: A.B. Shah, S. Zeger.
Administrative, technical, or logistic support: B.T. Garibaldi, M. Rouhizadeh, P.G.
Nagy, J.H. Gray, M.M. Ghobadi-Krueger, M. Shafeeq Ahmed, E.D. Dobkin, R. Blanding,
B. Woods, K.B. Harkness, D. Thiemann, M.G. Bowring, A.B. Shah, S. Zeger, A. Gupta.
Collection and assembly of data: B.T. Garibaldi, J. Fiksel, M. Rouhizadeh, P.G. Nagy,
J.H. Gray, H. Malapati, M.M. Ghobadi-Krueger, B. Kim, B. Woods, K.B. Harkness, D.
Thiemann, M.G. Bowring, A.B. Shah, S. Zeger, A. Gupta.
Previous Posting: This manuscript was posted as a preprint on medRxiv on 26 May 2020. doi:10.1101/2020.05.24.20111864
