Evaluation of pneumonia severity and acute physiology scores to predict ICU admission and mortality in patients hospitalized for influenza

PLoS ONE

Volumn 5, Issue 3, 2010, Pages

  Muller, Matthew P ^a   McGeer, Allison J ^b   Hassan, Kazi ^c   Marshall, John ^a   Christian, Michael ^b,d  

^a ST MICHAEL'S HOSPITAL   (Canada)

^b MOUNT SINAI HOSPITAL   (Canada)

^c UNIVERSITY OF TORONTO   (Canada)

^d Canadian Forces Health Services   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; CONTROLLED STUDY; DISEASE SEVERITY; EMERGENCY WARD; FEMALE; HOSPITAL ADMISSION; HUMAN; INFLUENZA; INTENSIVE CARE UNIT; MAJOR CLINICAL STUDY; MALE; MORTALITY; PNEUMONIA; PNEUMONIA SEVERITY INDEX; SENSITIVITY AND SPECIFICITY; SEPSIS; AREA UNDER THE CURVE; CANADA; COHORT ANALYSIS; MIDDLE AGED; OUTCOME ASSESSMENT; PROGNOSIS; STATISTICAL MODEL; STATISTICS; TREATMENT OUTCOME;

AGED; AGED, 80 AND OVER; AREA UNDER CURVE; COHORT STUDIES; FEMALE; HUMANS; INFLUENZA, HUMAN; INTENSIVE CARE UNITS; MALE; MIDDLE AGED; MODELS, STATISTICAL; ONTARIO; OUTCOME ASSESSMENT (HEALTH CARE); PATIENT ADMISSION; PNEUMONIA; PROGNOSIS; TREATMENT OUTCOME;

EID: 77949684382     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0009563     Document Type: Article

References (25)

1. Thompson WW, Shay DK, Weintraub E, Brammer L, Bridges CB, et al. (2004) Influenza-associated hospitalizations in the United States. JAMA 292: 1333-40.
2. Thompson WW, Shay DK, Weintraub E, Brammer L, Cox N, et al. (2003) Mortality associated with influenza and respiratory syncytial virus in the United States. JAMA 289: 179-186.
3. Christian MD, Hawryluck L, Wax RS, Cook T, Lazar NM, et al. (2006) Development of a triage protocol for critical care during an influenza pandemic. CMAJ 175: 1377-1381.
4. Bartlett JG, Dowell SF, Mandell LA, FileJr TM, Musher DM, et al. (2000) Practice guidelines for the management of community-acquired pneumonia in adults. Infectious Diseases Society of America. Clin Infect Dis 31: 347-382.
5. Lim WS, van der Eerden MM, Laing R, Boersma WG, Karalus N, et al. (2003) Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study. Thorax 58: 377-382.
6. British Thoracic Society Standards of Care Committee (2001) BTS Guidelines for the Management of Community Acquired Pneumonia in Adults. Thorax 56: 1S-64S.
7. Challen K, Bright J, Bentley A, Walter D (2007) Physiological-social score (PMEWS) vs. CURB-65 to triage pandemic influenza: a comparative validation study using community-acquired pneumonia as a proxy. BMC Health Service Res 7: 33.
8. Devereaux AV, Dichter JR, Christian MD, Dubler NN, Sandrock CE, et al. (2008) Definitive care for the critically ill during a disaster: a framework for allocation of scarce resources in mass critical care: from a Task Force for Mass Critical Care summit meeting, January 26-27, 2007, Chicago, IL. Chest 133: 51S-66S.
9. Hick JL, O'Laughlin DT (2006) Concept of operations for triage of mechanical ventilation in an epidemic. Acad Emerg Med 13: 223-229.
10. Powell T, Christ KC, Birkhead GS (2008) Allocation of ventilators in a public health disaster. Disaster Med Public Health Prep 2: 20-26.
11. Talmor D, Jones AE, Rubinson L, Howell MD, Shapiro NI (2007) Simple triage scoring system predicting death and the need for critical care resources for use during epidemics. Crit Care Med 35: 1251-1256.
12. McGeer A, Green KA, Plevneshi A, Shigayeva A, Siddiqi N, et al. (2007) Antiviral therapy and outcomes of influenza requiring hospitalization in Ontario, Canada. Clin Infect Dis 45: 1568-75.
13. Steyerberg EW, Harrell FE, Jr., Borsboom GJ, Eijkemans MJ, Vergouwe Y, et al. (2001) Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol 54: 774-781.
14. Zweig MH, Campbell G (1993) Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem 39: 561-577.
15. Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143: 29-36.
16. Haukoos JS, Lewis RJ (2005) Advanced statistics: bootstrapping confidence intervals for statistics with "difficult" distributions. Acad Emerg Med 12: 360-365.
17. Kramer AA, Zimmerman JE (2007) Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited. Crit Care Med 35: 2052-2056.
18. Schafer JL (1999) Multiple imputation: a primer. Stat Methods Med Res 8: 3-15.
19. Marrie TJ, Lau CY, Wheeler SL, Wong CJ, Vandervoort MK, et al. (2000) A controlled trial of a critical pathway for treatment of community-acquired pneumonia. JAMA 283: 749-755.
20. Shapiro NI, Wolfe RE, Moore RB, Smith E, Burdick E, et al. (2003) Mortality in Emergency Department Sepsis (MEDS) score: a prospectively derived and validated clinical prediction rule. Crit Care Med 31: 670-675.
21. Capelastegui A, Espana PP, Quintana JM, Areitio I, Gorordo I, et al. (2006) Validation of a predictive rule for the management of community-acquired pneumonia. Eur Respir J 27: 151-157.
22. Naughton BJ, Mylotte JM, Tayara A (2000) Outcome of nursing home-acquired pneumonia: derivation and application of a practical model to predict 30 day mortality. J Am Geriatr Soc 48: 1292-1299.
23. Fine MJ, Auble TE, Yealy DM, Hanusa BH, Weissfeld LA, et al. (1997) A prediction rule to identify low-risk patients with community-acquired pneumonia. New Engl J Med 336: 243-250.
24. Conte HA, Chen YT, Mehal W, Scinto JD, Quagliarello VJ (1999) A prognostic rule for elderly patients admitted with community-acquired pneumonia. Am J Med 106: 20-28.
25. Charles PG, Wolfe R, Whitby M, Fine MJ, Fuller AJ, et al. (2008) SMART-COP: a tool for predicting the need for intensive respiratory or vasopressor support in community-acquired pneumonia. Clin Infect Dis 47: 375-384.