Research
Patient characteristics, resource use and outcomes associated with general internal medicine hospital care: the General Medicine Inpatient Initiative (GEMINI) retrospective cohort study
Amol A. Verma, Yishan Guo, Janice L. Kwan, Lauren Lapointe-Shaw, Shail Rawal, Terence Tang, Adina Weinerman, Peter Cram, Irfan A. Dhalla, Stephen W. Hwang, Andreas Laupacis, Muhammad M. Mamdani, Steven Shadowitz, Ross Upshur, Robert J. Reid and Fahad Razak
December 13, 2017 5 (4) E842-E849; DOI: https://doi.org/10.9778/cmajo.20170097
Amol A. Verma
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMPhilYishan Guo
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MScJanice L. Kwan
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMPHLauren Lapointe-Shaw
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDShail Rawal
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMPHTerence Tang
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDAdina Weinerman
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMHScPeter Cram
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMBAIrfan A. Dhalla
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMScStephen W. Hwang
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMPHAndreas Laupacis
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMScMuhammad M. Mamdani
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
PharmDMPHSteven Shadowitz
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDCMMScRoss Upshur
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDMScRobert J. Reid
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
MDPhDFahad Razak
Li Ka Shing Centre for Healthcare Analytics Research and Training (Verma, Mamdani), St. Michael's Hospital; Eliot Phillipson Clinician-Scientist Training Program (Verma), Department of Medicine, University of Toronto; Li Ka Shing Knowledge Institute (Guo, Dhalla, Hwang, Laupacis, Mamdani, Razak), St. Michael's Hospital; Department of Medicine (Kwan), Sinai Health System; Department of Medicine (Kwan, Lapointe-Shaw, Rawal, Razak, Tang, Weinerman), University of Toronto; Division of General Internal Medicine (Rawal), University Health Network; Institute for Better Health (Tang, Reid), Trillium Health Partners; Sunnybrook Health Sciences Centre (Weinerman); University Health Network, Sinai Health System (Cram), University of Toronto; Health Quality Ontario (Dhalla); Sunnybrook Health Sciences Centre (Shadowitz), University of Toronto; Bridgepoint Health (Upshur), University of Toronto, Toronto, Ont.; Harvard Center for Population and Development Studies (Razak), Cambridge, Mass.
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