Shortell SM, Zimmerman JE, Rousseau DM, Gillies RR, Wagner DP, Draper EA, Knaus WA, Duffy J (1994) The performance of intensive care units: does good management make a difference? Med Care 32:508–525
Google Scholar
Knaus WA, Draper EA, Wagner DP, Zimmerman JE (1985) APACHE II: a severity of disease classification system. Crit Care Med 13:818–829
CAS
PubMed
Google Scholar
Le Gall J-R, Lemeshow S, Saulnier F (1993) A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA 270:2957–2963
PubMed
Google Scholar
Lemeshow S, Teres D, Avrunin JS, Gage RW (1988) Refining intensive care unit outcome prediction by using changing probabilities of mortality. Crit Care Med 16:470–477
Google Scholar
Chang RWS, Jacobs S, Lee B (1988) Predicting outcome among intensive care unit patients using computerized trend analysis of daily APACHE II scores corrected for organ system failure. Intensive Care Med 14:558–566
Google Scholar
Rogers J, Fuller HD (1994) Use of daily Acute Physiology and Chronic Health Evaluation (APACHE) II scores to predict individual patient survival rate. Crit Care Med 22:1402–1405
Google Scholar
Rué M, Quintana S, Alvarez M, Artigas A (2001) Daily assessment of severity of illness and mortality prediction for individual patients. Crit Care Med 29:45–50
Google Scholar
Sicignano A, Carozzi C, Giudici D, Merli G, Arlati S, Pulici M, on behalf of ARCHIDIA (1996) The influence of length of stay in the ICU on power of discrimination of a multipurpose severity score (SAPS). Intensive Care Med 22:1048–1051
Google Scholar
Wong DT, Crofts SL, Gomez M, McGuire GP, Byrick RJ (1995) Evaluation of predictive ability of APACHE II system and hospital outcome in Canadian intensive care unit patients. Crit Care Med 23:1177–1183
Article
Google Scholar
Castella X, Artigas A, Bion J, Kari A (1995) A comparison of severity of illness scoring systems for intensive care unit patients: results of a multicenter, multinational study. The European/North American Severity Study Group. Crit Care Med 23:1327–1335
Article
Google Scholar
Rowan KM, Kerr JH, Major E, McPherson K, Short A, Vessey MP (1994) Intensive Care Society’s Acute Physiology and Chronic Health Evaluation (APACHE II) study in Britain and Ireland: a prospective, multicenter, cohort study comparing two methods for predicting outcome for adult intensive care patients. Crit Care Med 22:1392–1401
Google Scholar
Clermont G, Angus DC, DiRusso SM, Griffin M, Linde-Zwirble WT (2001) Predicting hospital mortality for patients in the intensive care unit: a comparison of artificial neural networks with logistic regression models. Crit Care Med 29:291–296
Article
Google Scholar
Murphy-Filkins R, Teres D, Lemeshow S, Hosmer DW (1996) Effect of changing patient mix on the performance of an intensive care unit severity-of-illness model: how to distinguish a general from a specialty intensive care unit. Crit Care Med 24:1968–1973
Article
Google Scholar
Goldhill DR, Withington PS (1996) The effect of casemix adjustment on mortality as predicted by APACHE II. Intensive Care Med 22:415–419
Google Scholar
Patel PA, Grant BJ (1999) Application of mortality prediction systems to individual intensive care units. Intensive Care Med 25:977–982
Google Scholar
Vincent JL, Moreno R, Takala J, Willatts S, de Mendonça A, Bruining H, Reinhart CK, Suter PM, Thijs LG (1996) The SOFA (Sepsis-Related Organ Failure Assessment) score to describe organ dysfunction/failure. Intensive Care Med 22:707–710
Article
CAS
PubMed
Google Scholar
Tran DD, Groeneveld ABJ, Vander Meulen J, Nauta JJP, Strack Van Schijndel RJM, Thijs LG (1990) Age, chronic disease, sepsis, organ system failure, and mortality in a medical intensive care unit. Crit Care Med 18:474–479
Google Scholar
Deitch EA (1992) Multiple organ failure: pathophysiology and potential future therapy. Ann Surg 216:117–134
CAS
PubMed
Google Scholar
Moreno R, Vincent JL, Matos A, de Mendonça A, Cantraine F, Thijs J, Takala J, Sprung C, Antonelli M, Bruining H, Willatts S (1999) The use of maximum SOFA score to quantify organ dysfunction/failure in intensive care. Results of a prospective, multicentre study. Intensive Care Med 25:686–696
Article
CAS
PubMed
Google Scholar
Lopes Ferreira F, Peres Bota D, Bross A, Melot C, Vincent JL (2001) Serial evaluation of the SOFA score to predict outcome. JAMA 286:1754–1758
Article
CAS
PubMed
Google Scholar
Vincent JL, de Mendonça A, Cantraine F, Moreno R, Takala J, Suter P, Sprung C, Colardyn FC, Blecher S (1998) Use of the SOFA score to assess the incidence of organ dysfunction/failure in intensive care units: results of a multicentric, prospective study. Crit Care Med 26:1793–1800
CAS
PubMed
Google Scholar
Lemeshow S, Hosmer DWJ (1982) A review of goodness of fit statistics for use in the development of logistic regression models. Am J Epidemiol 115:92–106
Google Scholar
Pulkstenis E, Robinson TJ (2002) Two goodness-of-fit tests for logistic regression models with continuous covariates. Stat Med 21:79–93
Article
Google Scholar
Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29–36
CAS
PubMed
Google Scholar
Hanley JA, McNeil BJ (1983) A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology 148:839–843
CAS
PubMed
Google Scholar
Tilney NL, Bailey GL, Morgan AP (1973) Sequential system failure after rupture of abdominal aortic aneurysms: an unsolved problem in postoperative care. Ann Surg 178:117–122
Google Scholar
Fry DE, Pearlstein L, Fulton RL, Hiram CP (1980) Multiple system organ failure: the role of uncontrolled infection. Arch Surg 115:136–140
Google Scholar
Bell RC, Coalson JJ, Smith JD et al (1983) Multiple organ system failure and infection in adult respiratory distress syndrome. Ann Intern Med 99:293–298
Google Scholar
Tran DD, Cuesta MA (1992) Evaluation of severity in patients with acute pancreatitis. Am J Gastroenterol 87:604–608
Google Scholar
Marshall WG Jr, Dimick AR (1983) The natural history of major burns with multiple subsystem failure. J Trauma 23:102–105
Google Scholar
Henao FJ, Daes JE, Dennis RJ (1991) Risk factors for multiorgan failure: a case-control study. J Trauma 31:74–80
Google Scholar
Faist E, Baue A, Ditmer H, Heberer G (1983) Multiple organ failure in polytrauma patients. J Trauma 23:775–787
Google Scholar
Antonelli M, Moreno R, Vincent JL, Sprung CL, Mendoca A, Passariello M, Riccioni L, Osborn J (1999) Application of SOFA score to trauma patients. Sequential Organ Failure Assessment. Intensive Care Med 25:389–394
Google Scholar
Bossink AW, Groeneveld J, Hack CE, Thijs LG (1998) Prediction of mortality in febrile medical patients: how useful are systemic inflammatory response syndrome and sepsis criteria? Chest 113:1533–1541
Google Scholar
Moreno R, Morais P (1997) Outcome prediction in intensive care: results of a prospective, multicentre, Portuguese study. Intensive Care Med 23:177–186
Google Scholar
Sirio CA, Tajimi K, Tase C (1992) An initial comparison of intensive care in Japan and the United States. Crit Care Med 20:1207–1215
Google Scholar
Rivera-Fernandez R, Vazquez-Mata G, Bravo M, Aguayo-Hoyos E, Zimmerman J, Wagner D, Knaus W (1998) The Apache III prognostic system: customized mortality predictions for Spanish ICU patients. Intensive Care Med 24:574–581
Google Scholar
Markgraf R, Deutschinoff G, Pientka L, Scholten T, Lorenz C (2001) Performance of the score systems Acute Physiology and Chronic Health Evaluation II and III at an interdisciplinary intensive care unit, after customization. Crit Care 5:31–36
Article
Google Scholar
Metnitz PG, Lang T, Valentin A, Steltzer H, Krenn CG, Le Gall JR (2001) Evaluation of the logistic organ dysfunction system for the assessment of organ dysfunction and mortality in critically ill patients. Intensive Care Med 27:992–998
Google Scholar
Bastos PG, Knaus WA, Zimmerman JE, Magalhaes M, Sun X, Wagner DP, The Brazil APACHE III Study Group (1996) The importance of technology for achieving superior outcomes from intensive care. Intensive Care Med 22:664–669
Google Scholar
Apolone G, Bertolini G, D’Amico R, Iapichino G, Cattaneo A, De Salvo G, Melotti RM (1996) The performance of SAPS II in a cohort of patients admitted to 99 Italian ICUs: results from GiViTI. Gruppo Italiano per la Valutazione degli interventi in Terapia Intensiva. Intensive Care Med 22:1368–1378
Google Scholar
Beck DH, Taylor BL, Millar B, Smith GB (1997) Prediction of outcome from intensive care: a prospective cohort study comparing Acute Physiology and Chronic Health Evaluation II and III prognostic systems in a United Kingdom intensive care unit. Crit Care Med 25:9–15
Article
Google Scholar
Teres D, Lemeshow S (1999) When to customize a severity model. Intensive Care Med 25:140–142
Google Scholar
Ghuysen A, Lambermont B, D’Orio V (2000) [Application of the Simplified Acute Physiology Score II (SAPS II) in a medical intensive care unit]. Ann Fr Anesth Reanim 19:510–516
Article
Google Scholar
Buist M, Gould T, Hagley S, Webb R (2000) An analysis of excess mortality not predicted to occur by APACHE III in an Australian level III intensive care unit. Anaesth Intensive Care 28:171–177
Google Scholar