ICU admission score for predicting morbidity and mortality risk after coronary artery bypass grafting

Field Value
Model ID97-010-03
Model NameHiggins 1997 - ICU Risk Stratification Score
Pubmed ID9354526
First AuthorHiggins
JournalAnnals of Thoracic Surgery
Year1997
TitleICU admission score for predicting morbidity and mortality risk after coronary artery bypass grafting
Primary Index ConditionCoronary Artery Disease (CAD)
Secondary Index ConditionCardiac Surgery
OutcomeMACCE+
Model Sample Size2440
Cohort Sample Size2440
Number of Events254
Follow-Up DurationShort (<3 months)
AUROC0.87
Calibration Reported1
CovariatesSmall body size (BSA <1.72 m^2); Prior heart operation: one; Prior heart operation: two or more; History of operation or angioplasty for peripheral vascular disease; Age >=70 years; Preoperative creatinine >=1.9 mg/dL; Preoperative albumin <3.5 mg/dL; CPB time >=160 minutes; Use of IABP after CPB; A-a O2 gradient >=250 mm Hg; Heart rate >=100 beats/min; Cardiac index <2.1 L/min-m^2; CVP >=17 mm Hg; Arterial bicarbonate <21 mmol/L
Mesh TermsTo be updated
Number of Validations2

External Validations

Yes
2
0.82
1st Author Year Sample Size AUC Calibration Relatedness
Higgins 1997 2125 0.82 Yes N/A
Higgins 1997 2125 0.82 Yes N/A