The Seattle Heart Failure Model: prediction of survival in heart failure

Field Value
Model ID06-016-01
Model NameSeattle Heart Failure Model (SHFM) - 1 Year
Pubmed ID16534009
First AuthorLevy
JournalCirculation
Year2006
TitleThe Seattle Heart Failure Model: prediction of survival in heart failure
Primary Index ConditionChronic Heart Failure (CHF)
Secondary Index ConditionN/A
OutcomeMortality
Model Sample Size1125
Cohort Sample Size1125
Number of Events395
Follow-Up DurationLong (>6 months)
AUROC0.725
Calibration Reported1
CovariatesAge (decade); Gender (male); NYHA class; Ejection fraction; Ischemic etiology; SBP (per 10 mm Hg, for SBP <160 mm Hg); Diuretic dose (mg/kg per day); Allopurinol use; Statin use; Sodium; Cholesterol; Hemoglobin; % lymphocytes; Uric acid (mg/dL); ACE inhibitor; Beta blocker; Angiotensin receptor blocker; K-sparing diuretic; Statin; Biventricular pacemaker; Implantable cardioverer-defibrillator; Biventricular implantable cardioverter-defibrillator
Mesh TermsTo be updated
Number of Validations16

External Validations

Yes
16
0.7
1st Author Year Sample Size AUC Calibration Relatedness
Ketchum 2010 104 NR Yes Mismatch
Regoli 2013 1139 0.66 Yes Distantly Related
Fujino 2014 46 0.667 No Distantly Related
Levy 2006 2987 0.679 Yes Related
Levy 2006 925 0.682 Yes Related
Pfister 2008 290 0.69 No Distantly Related
Levy 2006 5010 0.694 Yes Related
Perrotta 2011 342 0.7 Yes Distantly Related
May 2007 4077 0.7 Yes Distantly Related
Laszczyn'skaa 2016 565 0.72 Yes Related
Goda 2011 715 0.73 No Distantly Related
Clemens 2012 427 0.7377 Yes Related
Levy 2006 872 0.749 Yes Related
Kalogeropoulos 2009 445 0.78 Yes Related
Levy 2006 148 0.81 Yes Related
Nakayama 2011 2472 0.89 No Distantly Related