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Paediatric index of mortality (PIM): a mortality prediction model for children in intensive care
Intensive Care Medicine · 1997 · Vol. 23(2) · pp. 201–207
Frank Shann✉(Royal Children's Hospital)Gale Pearson(Royal Children's Hospital)Anthony Slater(Royal Children's Hospital)K. Wilkinson(Royal Children's Hospital)
Abstract
Scores that use the worst value of their predictor variables in the first 12-24 h should not be used to compare different units: patients mismanaged in a bad unit will have higher scores than similar patients managed in a good unit, and the bad unit's high mortality rate will be incorrectly attributed to its having sicker patients. PIM is a simple model that is based on only eight explanatory variables collected at the time of admission to intensive care. It is accurate enough to be used to describe the risk of mortality in groups of children.
Sepsis Diagnosis and TreatmentEmergency and Acute Care StudiesCardiac, Anesthesia and Surgical OutcomesMedicineDecileLogistic regressionIntensive care unitAnesthesiologyReceiver operating characteristicCohortIntensive careEmergency medicineCohort study
MeSH terms
AdolescentChildChild, PreschoolHumansInfantInfant, NewbornPredictive Value of TestsProspective StudiesRisk FactorsROC CurveSeverity of Illness IndexIntensive Care Units, PediatricLogistic ModelsSurvival AnalysisHospital Mortality
Citations
569
FWCI
9.60
field-weighted impact
References
19
Percentile
99%
vs. same field & year
Citations per year
Cited by
PIM2: a revised version of the Paediatric Index of Mortality
Intensive Care Medicine · 2003 · 1,057 citations
References
Pediatric risk of mortality (PRISM) score
Critical Care Medicine · 1988 · 1,389 citations
Applied logistic regression
Choice Reviews Online · 1990 · 35,647 citations
PRISM III
Critical Care Medicine · 1996 · 1,724 citations
Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine
Clinical Chemistry · 1993 · 6,568 citations
Applied Logistic Regression.
Journal of the American Statistical Association · 1990 · 7,724 citations
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