Developing well-calibrated illness severity scores for decision support in the critically ill
Abstract Illness severity scores are regularly employed for quality improvement and benchmarking in the intensive care unit, but poor generalization performance, particularly with respect to probability calibration, has limited their use for decision support. These models tend to perform worse in
Validation of four prognostic scores in patients with cancer admitted to Brazilian intensive care units: results from a prospective multicenter study
Abstract Objective: The aim of the present study was to validate the Simplified Acute Physiology Score II (SAPS II) and 3 (SAPS 3), the Mortality Probability Models III (MPM(0)-III), and the Cancer Mortality Model (CMM) in patients with cancer admitted to
Evaluation of Simplified Acute Physiology Score 3 performance: a systematic review of external validation studies
Introduction Simplified Acute Physiology Score 3 (SAPS 3) was the first critical care prognostic model developed from worldwide data. We aimed to systematically review studies that assessed the prognostic performance of SAPS 3 general and customized models for predicting hospital mortality
Population enrichment for critical care trials: phenotypes and differential outcomes
Abstract Purpose of review: Sepsis and acute respiratory distress syndrome (ARDS) are two heterogenous acute illnesses where numerous RCTs have indeterminate results. We present a narrative review on the recent developments in enriching patient populations for future sepsis and ARDS trials. Recent
The staging of sepsis: understanding heterogeneity in treatment efficacy
Abstract Human sepsis is an intrinsically complex disease. Populations of patients enrolled into clinical trials of novel sepsis therapies are notoriously heterogeneous with respect to the inciting cause of their disease, the co-morbid conditions that define its course, and the acute
Organ dysfunction in patients with severe sepsis
Abstract Background: Severe sepsis is defined as sepsis plus organ dysfunction. There is a need to quantify this dysfunction, and several scoring systems have been developed. Method: Review of the pertinent English-language literature. Results: Early scoring of organ failure simply counted the number
SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis
Abstract Background: The sequential organ failure assessment score (SOFA) is increasingly used as an endpoint in intensive care randomized controlled trials (RCTs). Although serially measured SOFA is independently associated with mortality in observational cohorts, the association between treatment effects on SOFA
ICU Scoring Systems
Abstract Background: Severity scoring systems are commonly used in critical care and, when applied to the populations for whom they were developed and validated, these tools can inform mortality prediction and risk stratification, resource utilization, and optimization of patient outcomes. Methods. Original articles published
Clinical review: scoring systems in the critically ill
Abstract General illness severity scores are widely used in the ICU to predict outcome, characterize disease severity and degree of organ dysfunction, and assess resource use. In this article we review the most commonly used scoring systems in each of these
APACHE II: a severity of disease classification system
Abstract This paper presents the form and validation results of APACHE II, a severity of disease classification system. APACHE II uses a point score based upon initial values of 12 routine physiologic measurements, age, and previous health status to provide a