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Published in: Critical Care 2/2009

Open Access 01-04-2009 | Research

Risk stratification of early admission to the intensive care unit of patients with no major criteria of severe community-acquired pneumonia: development of an international prediction rule

Authors: Bertrand Renaud, José Labarère, Eva Coma, Aline Santin, Jan Hayon, Mercé Gurgui, Nicolas Camus, Eric Roupie, François Hémery, Jérôme Hervé, Mirna Salloum, Michael J Fine, Christian Brun-Buisson

Published in: Critical Care | Issue 2/2009

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Abstract

Introduction

To identify risk factors for early (< three days) intensive care unit (ICU) admission of patients hospitalised with community-acquired pneumonia (CAP) and not requiring immediate ICU admission, and to stratify the risk of ICU admission on days 1 to 3.

Methods

Using the original data from four North American and European prospective multicentre cohort studies of patients with CAP, we derived and validated a prediction rule for ICU admission on days 1 to 3 of emergency department (ED) presentation, for patients presenting with no obvious reason for immediate ICU admission (not requiring immediate respiratory or circulatory support).

Results

A total of 6560 patients were included (4593 and 1967 in the derivation and validation cohort, respectively), 303 (4.6%) of whom were admitted to an ICU on days 1 to 3. The Risk of Early Admission to ICU index (REA-ICU index) comprised 11 criteria independently associated with ICU admission: male gender, age younger than 80 years, comorbid conditions, respiratory rate of 30 breaths/minute or higher, heart rate of 125 beats/minute or higher, multilobar infiltrate or pleural effusion, white blood cell count less than 3 or 20 G/L or above, hypoxaemia (oxygen saturation < 90% or arterial partial pressure of oxygen (PaO2) < 60 mmHg), blood urea nitrogen of 11 mmol/L or higher, pH less than 7.35 and sodium less than 130 mEq/L. The REA-ICU index stratified patients into four risk classes with a risk of ICU admission on days 1 to 3 ranging from 0.7 to 31%. The area under the curve was 0.81 (95% confidence interval (CI) = 0.78 to 0.83) in the overall population.

Conclusions

The REA-ICU index accurately stratifies the risk of ICU admission on days 1 to 3 for patients presenting to the ED with CAP and no obvious indication for immediate ICU admission and therefore may assist orientation decisions.
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Literature
1.
go back to reference Valles J: Severe pneumonia: sources of infection and implications for prevention. Sepsis 1998, 1: 199-209. 10.1023/A:1009789309879CrossRef Valles J: Severe pneumonia: sources of infection and implications for prevention. Sepsis 1998, 1: 199-209. 10.1023/A:1009789309879CrossRef
2.
go back to reference Woodhead MA, Macfarlane JT, Rodgers FG, Laverick A, Pilkington R, Macrae AD: Aetiology and outcome of severe community-acquired pneumonia. J Infect 1985, 10: 204-210. 10.1016/S0163-4453(85)92463-6CrossRefPubMed Woodhead MA, Macfarlane JT, Rodgers FG, Laverick A, Pilkington R, Macrae AD: Aetiology and outcome of severe community-acquired pneumonia. J Infect 1985, 10: 204-210. 10.1016/S0163-4453(85)92463-6CrossRefPubMed
3.
go back to reference Dremsizov T, Clermont G, Kellum JA, Kalassian KG, Fine MJ, Angus DC: Severe sepsis in community-acquired pneumonia: when does it happen, and do systemic inflammatory response syndrome criteria help predict course? Chest 2006, 129: 968-978. 10.1378/chest.129.4.968CrossRefPubMed Dremsizov T, Clermont G, Kellum JA, Kalassian KG, Fine MJ, Angus DC: Severe sepsis in community-acquired pneumonia: when does it happen, and do systemic inflammatory response syndrome criteria help predict course? Chest 2006, 129: 968-978. 10.1378/chest.129.4.968CrossRefPubMed
4.
go back to reference Leroy O, Santre C, Beuscart C, Georges H, Guery B, Jacquier JM, Beaucaire G: A five-year study of severe community-acquired pneumonia with emphasis on prognosis in patients admitted to an intensive care unit. Intensive Care Med 1995, 21: 24-31. 10.1007/BF02425150CrossRefPubMed Leroy O, Santre C, Beuscart C, Georges H, Guery B, Jacquier JM, Beaucaire G: A five-year study of severe community-acquired pneumonia with emphasis on prognosis in patients admitted to an intensive care unit. Intensive Care Med 1995, 21: 24-31. 10.1007/BF02425150CrossRefPubMed
5.
go back to reference Huang DT, Yealy DM: Decision rules and pneumonia: What are we "predicting", and for whom? Am J Respir Crit Care Med 2006, 174: 1169-1170. 10.1164/rccm.200609-1389EDCrossRefPubMed Huang DT, Yealy DM: Decision rules and pneumonia: What are we "predicting", and for whom? Am J Respir Crit Care Med 2006, 174: 1169-1170. 10.1164/rccm.200609-1389EDCrossRefPubMed
6.
go back to reference Fine MJ, Auble TE, Yealy DM, Hanusa BH, Weissfeld LA, Singer DE, Coley CM, Marrie TJ, Kapoor WN: A prediction rule to identify low-risk patients with community-acquired pneumonia. N Engl J Med 1997, 336: 243-250. 10.1056/NEJM199701233360402CrossRefPubMed Fine MJ, Auble TE, Yealy DM, Hanusa BH, Weissfeld LA, Singer DE, Coley CM, Marrie TJ, Kapoor WN: A prediction rule to identify low-risk patients with community-acquired pneumonia. N Engl J Med 1997, 336: 243-250. 10.1056/NEJM199701233360402CrossRefPubMed
7.
go back to reference Renaud B, Coma E, Labarere J, Hayon J, Roy PM, Boureaux H, Moritz F, Cibien JF, Guerin T, Carre E, Lafontaine A, Bertrand MP, Santin A, Brun-Buisson C, Fine MJ, Roupie E, Pneumocom Study Investigators: Routine use of the Pneumonia Severity Index for guiding the site-of-treatment decision of patients with pneumonia in the emergency department: a multicenter, prospective, observational, controlled cohort study. Clin Infect Dis 2007, 44: 41-49. 10.1086/509331CrossRefPubMed Renaud B, Coma E, Labarere J, Hayon J, Roy PM, Boureaux H, Moritz F, Cibien JF, Guerin T, Carre E, Lafontaine A, Bertrand MP, Santin A, Brun-Buisson C, Fine MJ, Roupie E, Pneumocom Study Investigators: Routine use of the Pneumonia Severity Index for guiding the site-of-treatment decision of patients with pneumonia in the emergency department: a multicenter, prospective, observational, controlled cohort study. Clin Infect Dis 2007, 44: 41-49. 10.1086/509331CrossRefPubMed
8.
go back to reference Renaud B, Coma E, Hayon J, Gurgui M, Longo C, Blancher M, Jouannic I, Betoulle S, Roupie E, Fine MJ: Investigation of the ability of the Pneumonia Severity Index to accurately predict clinically relevant outcomes: a European study. Clin Microbiol Infect 2007, 13: 923-931. 10.1111/j.1469-0691.2007.01772.xCrossRefPubMed Renaud B, Coma E, Hayon J, Gurgui M, Longo C, Blancher M, Jouannic I, Betoulle S, Roupie E, Fine MJ: Investigation of the ability of the Pneumonia Severity Index to accurately predict clinically relevant outcomes: a European study. Clin Microbiol Infect 2007, 13: 923-931. 10.1111/j.1469-0691.2007.01772.xCrossRefPubMed
9.
go back to reference Yealy DM, Auble TE, Stone RA, Lave JR, Meehan TP, Graff LG, Fine JM, Obrosky DS, Mor MK, Whittle J, Fine MJ: Effect of increasing the intensity of implementing pneumonia guidelines: a randomized, controlled trial. Ann Intern Med 2005, 143: 881-894.CrossRefPubMed Yealy DM, Auble TE, Stone RA, Lave JR, Meehan TP, Graff LG, Fine JM, Obrosky DS, Mor MK, Whittle J, Fine MJ: Effect of increasing the intensity of implementing pneumonia guidelines: a randomized, controlled trial. Ann Intern Med 2005, 143: 881-894.CrossRefPubMed
10.
go back to reference Guidelines for the management of adults with hospital-acquired, ventilator-associated, and healthcare-associated pneumonia Am J Respir Crit Care Med 2005, 171: 388-416. 10.1164/rccm.200405-644ST Guidelines for the management of adults with hospital-acquired, ventilator-associated, and healthcare-associated pneumonia Am J Respir Crit Care Med 2005, 171: 388-416. 10.1164/rccm.200405-644ST
11.
go back to reference Mandell LA, Wunderink RG, Anzueto A, Bartlett JG, Campbell GD, Dean NC, Dowell SF, File TM Jr, Musher DM, Niederman MS, Torres A, Whitney CG, Infectious Diseases Society of America, American Thoracic Society: Infectious diseases society of america/american thoracic society consensus guidelines on the management of community-acquired pneumonia in adults. Clin Infect Dis 2007,44(Suppl 2):S27-72. 10.1086/511159CrossRefPubMed Mandell LA, Wunderink RG, Anzueto A, Bartlett JG, Campbell GD, Dean NC, Dowell SF, File TM Jr, Musher DM, Niederman MS, Torres A, Whitney CG, Infectious Diseases Society of America, American Thoracic Society: Infectious diseases society of america/american thoracic society consensus guidelines on the management of community-acquired pneumonia in adults. Clin Infect Dis 2007,44(Suppl 2):S27-72. 10.1086/511159CrossRefPubMed
12.
go back to reference Espana PP, Capelastegui A, Gorordo I, Esteban C, Oribe M, Ortega M, Bilbao A, Quintana JM: Development and validation of a clinical prediction rule for severe community-acquired pneumonia. Am J Respir Crit Care Med 2006, 174: 1249-1256. 10.1164/rccm.200602-177OCCrossRefPubMed Espana PP, Capelastegui A, Gorordo I, Esteban C, Oribe M, Ortega M, Bilbao A, Quintana JM: Development and validation of a clinical prediction rule for severe community-acquired pneumonia. Am J Respir Crit Care Med 2006, 174: 1249-1256. 10.1164/rccm.200602-177OCCrossRefPubMed
13.
go back to reference Lim WS, Eerden MM, Laing R, Boersma WG, Karalus N, Town GI, Lewis SA, Macfarlane JT: Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study. Thorax 2003, 58: 377-382. 10.1136/thorax.58.5.377PubMedCentralCrossRefPubMed Lim WS, Eerden MM, Laing R, Boersma WG, Karalus N, Town GI, Lewis SA, Macfarlane JT: Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study. Thorax 2003, 58: 377-382. 10.1136/thorax.58.5.377PubMedCentralCrossRefPubMed
14.
go back to reference Sirio CA, Shepardson LB, Rotondi AJ, Cooper GS, Angus DC, Harper DL, Rosenthal GE: Community-wide assessment of intensive care outcomes using a physiologically based prognostic measure: implications for critical care delivery from Cleveland Health Quality Choice. Chest 1999, 115: 793-801. 10.1378/chest.115.3.793CrossRefPubMed Sirio CA, Shepardson LB, Rotondi AJ, Cooper GS, Angus DC, Harper DL, Rosenthal GE: Community-wide assessment of intensive care outcomes using a physiologically based prognostic measure: implications for critical care delivery from Cleveland Health Quality Choice. Chest 1999, 115: 793-801. 10.1378/chest.115.3.793CrossRefPubMed
15.
go back to reference Aujesky D, Auble TE, Yealy DM, Stone RA, Obrosky DS, Meehan TP, Graff LG, Fine JM, Fine MJ: Prospective comparison of three validated prediction rules for prognosis in community-acquired pneumonia. Am J Med 2005, 118: 384-392. 10.1016/j.amjmed.2005.01.006CrossRefPubMed Aujesky D, Auble TE, Yealy DM, Stone RA, Obrosky DS, Meehan TP, Graff LG, Fine JM, Fine MJ: Prospective comparison of three validated prediction rules for prognosis in community-acquired pneumonia. Am J Med 2005, 118: 384-392. 10.1016/j.amjmed.2005.01.006CrossRefPubMed
16.
go back to reference Niederman MS, Mandell LA, Anzueto A, Bass JB, Broughton WA, Campbell GD, Dean N, File T, Fine MJ, Gross PA, Martinez F, Marrie TJ, Plouffe JF, Ramirez J, Sarosi GA, Torres A, Wilson R, Yu VL, American Thoracic Society: Guidelines for the management of adults with community-acquired pneumonia. Diagnosis, assessment of severity, antimicrobial therapy, and prevention. Am J Respir Crit Care Med 2001, 163: 1730-1754.CrossRefPubMed Niederman MS, Mandell LA, Anzueto A, Bass JB, Broughton WA, Campbell GD, Dean N, File T, Fine MJ, Gross PA, Martinez F, Marrie TJ, Plouffe JF, Ramirez J, Sarosi GA, Torres A, Wilson R, Yu VL, American Thoracic Society: Guidelines for the management of adults with community-acquired pneumonia. Diagnosis, assessment of severity, antimicrobial therapy, and prevention. Am J Respir Crit Care Med 2001, 163: 1730-1754.CrossRefPubMed
17.
go back to reference Angus DC, Marrie TJ, Obrosky DS, Clermont G, Dremsizov TT, Coley C, Fine MJ, Singer DE, Kapoor WN: Severe community-acquired pneumonia: use of intensive care services and evaluation of American and British Thoracic Society Diagnostic criteria. Am J Respir Crit Care Med 2002, 166: 717-723. 10.1164/rccm.2102084CrossRefPubMed Angus DC, Marrie TJ, Obrosky DS, Clermont G, Dremsizov TT, Coley C, Fine MJ, Singer DE, Kapoor WN: Severe community-acquired pneumonia: use of intensive care services and evaluation of American and British Thoracic Society Diagnostic criteria. Am J Respir Crit Care Med 2002, 166: 717-723. 10.1164/rccm.2102084CrossRefPubMed
18.
go back to reference Charles PG, Wolfe R, Whitby M, Fine MJ, Fuller AJ, Stirling R, Wright AA, Ramirez JA, Christiansen KJ, Waterer GW, Pierce RJ, Armstrong JG, Korman TM, Holmes P, Obrosky DS, Peyrani P, Johnson B, Hooy M, Australian Community-Acquired Pneumonia Study Collaboration, Grayson ML: SMART-COP: a tool for predicting the need for intensive respiratory or vasopressor support in community-acquired pneumonia. Clin Infect Dis 2008,47(3):375-384. 10.1086/589754CrossRefPubMed Charles PG, Wolfe R, Whitby M, Fine MJ, Fuller AJ, Stirling R, Wright AA, Ramirez JA, Christiansen KJ, Waterer GW, Pierce RJ, Armstrong JG, Korman TM, Holmes P, Obrosky DS, Peyrani P, Johnson B, Hooy M, Australian Community-Acquired Pneumonia Study Collaboration, Grayson ML: SMART-COP: a tool for predicting the need for intensive respiratory or vasopressor support in community-acquired pneumonia. Clin Infect Dis 2008,47(3):375-384. 10.1086/589754CrossRefPubMed
19.
go back to reference Ewig S: Against misleading predictions for severe community-acquired pneumonia. Am J Respir Crit Care Med 2007, 175: 289. Author reply 289–290.CrossRefPubMed Ewig S: Against misleading predictions for severe community-acquired pneumonia. Am J Respir Crit Care Med 2007, 175: 289. Author reply 289–290.CrossRefPubMed
20.
go back to reference Sox HC: Medical decision making. Boston: Butterworths; 1988. Sox HC: Medical decision making. Boston: Butterworths; 1988.
21.
go back to reference Wang HE, Shapiro NI, Angus DC, Yealy DM: National estimates of severe sepsis in United States emergency departments. Crit Care Med 2007, 35: 1928-1936. 10.1097/01.CCM.0000277043.85378.C1CrossRefPubMed Wang HE, Shapiro NI, Angus DC, Yealy DM: National estimates of severe sepsis in United States emergency departments. Crit Care Med 2007, 35: 1928-1936. 10.1097/01.CCM.0000277043.85378.C1CrossRefPubMed
22.
go back to reference Brun-Buisson C, Doyon F, Carlet J, Dellamonica P, Gouin F, Lepoutre A, Mercier JC, Offenstadt G, Regnier B: Incidence, risk factors, and outcome of severe sepsis and septic shock in adults. A multicenter prospective study in intensive care units. French ICU Group for Severe Sepsis. JAMA 1995, 274: 968-974. 10.1001/jama.274.12.968CrossRefPubMed Brun-Buisson C, Doyon F, Carlet J, Dellamonica P, Gouin F, Lepoutre A, Mercier JC, Offenstadt G, Regnier B: Incidence, risk factors, and outcome of severe sepsis and septic shock in adults. A multicenter prospective study in intensive care units. French ICU Group for Severe Sepsis. JAMA 1995, 274: 968-974. 10.1001/jama.274.12.968CrossRefPubMed
23.
go back to reference Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall JC, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM, Surviving Sepsis Campaign Management Guidelines Committee: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Intensive Care Med 2004, 30: 536-555. 10.1007/s00134-004-2398-yCrossRefPubMed Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Banacloche J, Keh D, Marshall JC, Parker MM, Ramsay G, Zimmerman JL, Vincent JL, Levy MM, Surviving Sepsis Campaign Management Guidelines Committee: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Intensive Care Med 2004, 30: 536-555. 10.1007/s00134-004-2398-yCrossRefPubMed
24.
go back to reference Osborn TM, Nguyen HB, Rivers EP: Emergency medicine and the surviving sepsis campaign: an international approach to managing severe sepsis and septic shock. Ann Emerg Med 2005, 46: 228-231. 10.1016/j.annemergmed.2005.04.007CrossRefPubMed Osborn TM, Nguyen HB, Rivers EP: Emergency medicine and the surviving sepsis campaign: an international approach to managing severe sepsis and septic shock. Ann Emerg Med 2005, 46: 228-231. 10.1016/j.annemergmed.2005.04.007CrossRefPubMed
25.
go back to reference Shapiro NI, Howell MD, Talmor D, Lahey D, Ngo L, Buras J, Wolfe RE, Weiss JW, Lisbon A: Implementation and outcomes of the Multiple Urgent Sepsis Therapies (MUST) protocol. Crit Care Med 2006, 34: 1025-1032. 10.1097/01.CCM.0000206104.18647.A8CrossRefPubMed Shapiro NI, Howell MD, Talmor D, Lahey D, Ngo L, Buras J, Wolfe RE, Weiss JW, Lisbon A: Implementation and outcomes of the Multiple Urgent Sepsis Therapies (MUST) protocol. Crit Care Med 2006, 34: 1025-1032. 10.1097/01.CCM.0000206104.18647.A8CrossRefPubMed
26.
go back to reference Ewig S, Ruiz M, Mensa J, Marcos MA, Martinez JA, Arancibia F, Niederman MS, Torres A: Severe community-acquired pneumonia. Assessment of severity criteria. Am J Respir Crit Care Med 1998, 158: 1102-1108.CrossRefPubMed Ewig S, Ruiz M, Mensa J, Marcos MA, Martinez JA, Arancibia F, Niederman MS, Torres A: Severe community-acquired pneumonia. Assessment of severity criteria. Am J Respir Crit Care Med 1998, 158: 1102-1108.CrossRefPubMed
27.
go back to reference Guidelines for intensive care unit admission, discharge, and triage. Task Force of the American College of Critical Care Medicine, Society of Critical Care Medicine Crit Care Med 1999, 27: 633-638. 10.1097/00003246-199903000-00048 Guidelines for intensive care unit admission, discharge, and triage. Task Force of the American College of Critical Care Medicine, Society of Critical Care Medicine Crit Care Med 1999, 27: 633-638. 10.1097/00003246-199903000-00048
28.
go back to reference Justice AC, Covinsky KE, Berlin JA: Assessing the generalizability of prognostic information. Ann Intern Med 1999, 130: 515-524.CrossRefPubMed Justice AC, Covinsky KE, Berlin JA: Assessing the generalizability of prognostic information. Ann Intern Med 1999, 130: 515-524.CrossRefPubMed
29.
go back to reference Marrie TJ, Lau CY, Wheeler SL, Wong CJ, Vandervoort MK, Feagan BG: A controlled trial of a critical pathway for treatment of community-acquired pneumonia. CAPITAL Study Investigators. Community-Acquired Pneumonia Intervention Trial Assessing Levofloxacin. JAMA 2000, 283: 749-755. 10.1001/jama.283.6.749CrossRefPubMed Marrie TJ, Lau CY, Wheeler SL, Wong CJ, Vandervoort MK, Feagan BG: A controlled trial of a critical pathway for treatment of community-acquired pneumonia. CAPITAL Study Investigators. Community-Acquired Pneumonia Intervention Trial Assessing Levofloxacin. JAMA 2000, 283: 749-755. 10.1001/jama.283.6.749CrossRefPubMed
30.
go back to reference Atlas SJ, Benzer TI, Borowsky LH, Chang Y, Burnham DC, Metlay JP, Halm EA, Singer DE: Safely increasing the proportion of patients with community-acquired pneumonia treated as outpatients: an interventional trial. Arch Intern Med 1998, 158: 1350-1356. 10.1001/archinte.158.12.1350CrossRefPubMed Atlas SJ, Benzer TI, Borowsky LH, Chang Y, Burnham DC, Metlay JP, Halm EA, Singer DE: Safely increasing the proportion of patients with community-acquired pneumonia treated as outpatients: an interventional trial. Arch Intern Med 1998, 158: 1350-1356. 10.1001/archinte.158.12.1350CrossRefPubMed
31.
go back to reference Carratala J, Fernandez-Sabe N, Ortega L, Castellsague X, Roson B, Dorca J, Fernandez-Aguera A, Verdaguer R, Martinez J, Manresa F, Gudiol F: Outpatient care compared with hospitalization for community-acquired pneumonia: a randomized trial in low-risk patients. Ann Intern Med 2005, 142: 165-172.CrossRefPubMed Carratala J, Fernandez-Sabe N, Ortega L, Castellsague X, Roson B, Dorca J, Fernandez-Aguera A, Verdaguer R, Martinez J, Manresa F, Gudiol F: Outpatient care compared with hospitalization for community-acquired pneumonia: a randomized trial in low-risk patients. Ann Intern Med 2005, 142: 165-172.CrossRefPubMed
32.
go back to reference McGinn TG, Guyatt GH, Wyer PC, Naylor CD, Stiell IG, Richardson WS: Users' guides to the medical literature: XXII: how to use articles about clinical decision rules. Evidence-Based Medicine Working Group. JAMA 2000, 284: 79-84. 10.1001/jama.284.1.79CrossRefPubMed McGinn TG, Guyatt GH, Wyer PC, Naylor CD, Stiell IG, Richardson WS: Users' guides to the medical literature: XXII: how to use articles about clinical decision rules. Evidence-Based Medicine Working Group. JAMA 2000, 284: 79-84. 10.1001/jama.284.1.79CrossRefPubMed
33.
go back to reference Alberti C, Brun-Buisson C, Chevret S, Antonelli M, Goodman SV, Martin C, Moreno R, Ochagavia AR, Palazzo M, Werdan K, Le Gall JR, European Sepsis Study Group: Systemic inflammatory response and progression to severe sepsis in critically ill infected patients. Am J Respir Crit Care Med 2005, 171: 461-468. 10.1164/rccm.200403-324OCCrossRefPubMed Alberti C, Brun-Buisson C, Chevret S, Antonelli M, Goodman SV, Martin C, Moreno R, Ochagavia AR, Palazzo M, Werdan K, Le Gall JR, European Sepsis Study Group: Systemic inflammatory response and progression to severe sepsis in critically ill infected patients. Am J Respir Crit Care Med 2005, 171: 461-468. 10.1164/rccm.200403-324OCCrossRefPubMed
Metadata
Title
Risk stratification of early admission to the intensive care unit of patients with no major criteria of severe community-acquired pneumonia: development of an international prediction rule
Authors
Bertrand Renaud
José Labarère
Eva Coma
Aline Santin
Jan Hayon
Mercé Gurgui
Nicolas Camus
Eric Roupie
François Hémery
Jérôme Hervé
Mirna Salloum
Michael J Fine
Christian Brun-Buisson
Publication date
01-04-2009
Publisher
BioMed Central
Published in
Critical Care / Issue 2/2009
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/cc7781

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