title: To verify four 5-year-old mathematical models to predict the outcome of ICU patients.
abstract: OBJECTIVE
  The aim of this study is to verify calibration and discrimination after 5 years in the case mix of patients admitted to the Intensive Care Unit (ICU) during the year 2000. In this way we want to perform a quality control of our ICU in order to justify the increased amount of money spent for intensive care.
  
  
  METHODS
  A prospective study has been made on the 357 patients admitted to the ICU during the year 2000. The Apache II score was calculated within the first 24 hours and, depending on the length of stay in the ICU, on the 5(th), 10(th) and 15(th) day after ICU admission. On the basis of the 4 mathematical models death risk has been calculated for each of the 4 times. The Hosmer-Lemeshow test was performed for calibration and ROC curves for discrimination, always for each of the 4 mathematical models.
  
  
  RESULTS
  The 1(st) model, at 24 hours from ICU admission, showed a bad calibration (p=0.000088), while the ROC curve was 0.744+/-0.32. Also the 2(nd) model, at the 5(th) day from admission, showed a bad calibration (p=0.000588), with ROC curve of 0.827+/-0.04. The 3(rd) model (10(th) day), was well calibrated (p=0.112247) and discriminating (ROC=0.888 +/-0.04). Finally the models at 15 days showed again a bad calibration (p=0.001422) but a very good discrimination (area=0.906+/-0.06).
  
  
  CONCLUSIONS
  Developing mathematical models to predict mortality within ICUs can be useful to assess quality of care, even if these models should not be the only ICU quality controls, but must be accompanied by other indicators, looking at quality of life of the patients after ICU discharge.
authors.affiliation: Institute of Medical and Surgical Emergencies Marche, Polytechnic University, Ancona, Italy. donati@indi.it
authors.forename: A
authors.initials: A
authors.lastname: Donati
authors.forename: V
authors.initials: V
authors.lastname: Gabbanelli
authors.forename: S
authors.initials: S
authors.lastname: Pantanetti
authors.forename: C
authors.initials: C
authors.lastname: Scala
authors.forename: C
authors.initials: C
authors.lastname: Carbini
authors.forename: I
authors.initials: I
authors.lastname: Valentini
authors.forename: M
authors.initials: M
authors.lastname: Antognini
authors.forename: P
authors.initials: P
authors.lastname: Pelaia
authors.forename: P
authors.initials: P
authors.lastname: Pietropaoli
mesh_terms: D003422:Critical Care; D003953:Diagnosis-Related Groups; D005260:Female; D006801:Humans; D007362:Intensive Care Units; D008297:Male; D008962:Models, Theoretical; D011237:Predictive Value of Tests; D011446:Prospective Studies; D013997:Time Factors; D016896:Treatment Outcome