Validation of Risk Assessment Models of Venous Thromboembolism in Hospitalized Medical Patients

Patients hospitalized for acute medical illness are at increased risk for venous thromboembolism. Although risk assessment is recommended and several at-admission risk assessment models have been developed, these have not been adequately derived or externally validated. Therefore, an optimal approac...

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Vydáno v:The American journal of medicine Ročník 129; číslo 9; s. 1001.e9
Hlavní autoři: Greene, M Todd, Spyropoulos, Alex C, Chopra, Vineet, Grant, Paul J, Kaatz, Scott, Bernstein, Steven J, Flanders, Scott A
Médium: Journal Article
Jazyk:angličtina
Vydáno: United States 01.09.2016
Témata:
Aged
Female
Hospitalization - statistics & numerical data
Humans
Length of Stay - statistics & numerical data
Male
Michigan - epidemiology
Models, Statistical
Proportional Hazards Models
Reproducibility of Results
Risk Assessment
Risk Factors
Venous Thromboembolism - epidemiology
Venous Thromboembolism - etiology
Venous thromboembolism
ISSN:1555-7162, 1555-7162
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Shrnutí:Patients hospitalized for acute medical illness are at increased risk for venous thromboembolism. Although risk assessment is recommended and several at-admission risk assessment models have been developed, these have not been adequately derived or externally validated. Therefore, an optimal approach to evaluate venous thromboembolism risk in medical patients is not known. We conducted an external validation study of existing venous thromboembolism risk assessment models using data collected on 63,548 hospitalized medical patients as part of the Michigan Hospital Medicine Safety (HMS) Consortium. For each patient, cumulative venous thromboembolism risk scores and risk categories were calculated. Cox regression models were used to quantify the association between venous thromboembolism events and assigned risk categories. Model discrimination was assessed using Harrell's C-index. Venous thromboembolism incidence in hospitalized medical patients is low (1%). Although existing risk assessment models demonstrate good calibration (hazard ratios for "at-risk" range 2.97-3.59), model discrimination is generally poor for all risk assessment models (C-index range 0.58-0.64). The performance of several existing risk assessment models for predicting venous thromboembolism among acutely ill, hospitalized medical patients at admission is limited. Given the low venous thromboembolism incidence in this nonsurgical patient population, careful consideration of how best to utilize existing venous thromboembolism risk assessment models is necessary, and further development and validation of novel venous thromboembolism risk assessment models for this patient population may be warranted.
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ISSN:1555-7162
1555-7162
DOI:10.1016/j.amjmed.2016.03.031