title: Performance of APACHE III models in an Australian ICU.
abstract: OBJECTIVE
  Evaluation of the performance of the APACHE (acute physiology and chronic health evaluation) III ICU and hospital mortality models at an Australian tertiary adult ICU.
  
  
  METHODS
  Noninterventional, observational study.
  
  
  METHODS
  Metropolitan, Australian, tertiary referral medical/surgical ICU.
  
  
  METHODS
  A total of 3,398 consecutive eligible admissions from January 1, 1995, to December 31, 1997.
  
  
  METHODS
  Prospective collection of demographic, diagnostic, physiologic, laboratory, admission, and discharge data.
  
  
  RESULTS
  The patient sample was younger and more commonly male, with more comorbidities and a different operative and referral source mix, compared to the APACHE III development sample. Receiver operating characteristic curve areas for ICU (0.92) and hospital mortality (0.90) demonstrated excellent discrimination. Observed ICU mortality (9.9%) did not significantly differ from the prediction of the APACHE III model (8.9%) or the APACHE III model adjusted for hospital characteristics (10.5%). The hospital mortality (16.0%) was underestimated by the APACHE III model [13.6%; chi(2)(1) = 7.4; p = 0.01]. With proprietary adjustments for hospital characteristics (14.9%) or referenced to the US database (15.6%), agreement was closer. Good calibration was found with all models except the unadjusted hospital mortality model.
  
  
  CONCLUSIONS
  In contrast to other non-American studies, this Australian study demonstrates that the APACHE III can perform well on independent assessment. As perfect discrimination and calibration cannot coexist in a probabilistic model with dichotomous outcomes, performance of APACHE III models with proprietary adjustment for hospital characteristic provide a good compromise for use in quality surveillance.
authors: Intensive Care Unit, Princess Alexandra Hospital, Woolloongabba, Australia. d.cook@mailbox.uq.edu.au
authors: D A
authors: DA
authors: Cook
mesh_terms: D018806:APACHE; D001315:Australia; D005260:Female; D017052:Hospital Mortality; D006801:Humans; D007362:Intensive Care Units; D008297:Male; D008875:Middle Aged; D015233:Models, Statistical; D011237:Predictive Value of Tests; D011446:Prospective Studies; D012372:ROC Curve