Summary of PCI without ACS Model based on California Inpatient and Outpatient Data, 2020-2021
Outcome: MACCE (Multiple Adverse Cardiovascular and Cerebral Events)
This outcome is determined based on the occurrence of 1 or more of the following events after the Index PCI or a Subsequent Connected Inpatient Admission: All events are weighted equally.
Model Statistics:
Number of Observations: 40,467
% of Observations with Outcome: 3.7%
C-statistic: 0.737
Pseudo-R2: 10.9
Hosmer-Lemeshow P-Value: 0.010
Model Details:
Risk Factor N Cases % Events Estimate Standard Error Wald Chi2 P-value Odds Ratio (OR) Lower 95% CL for OR Upper 95% CL for OR
Intercept-4.20.12362.70.000
Age at Admission18-<50 2,0153.40.00.10.00.9641.00.81.3
50-<552,3592.9-0.10.10.60.4430.90.71.2
55-<604,0053.1-0.10.10.20.6390.90.81.2
60-<655,7602.7-0.20.13.10.0760.80.71.0
65-<706,8553.5Reference
70-<756,7313.80.00.10.10.8061.00.81.2
75-<805,7054.00.00.10.00.9431.00.81.2
80 or older7,0374.60.10.10.70.3981.10.91.3
Patient SexMale 29,4973.1Reference
Female10,9705.00.40.150.20.0001.51.31.7
Patient RaceWhite 22,7473.4Reference
Non-White17,7204.00.10.12.00.1601.11.01.2
Underweight / Weight Loss61622.61.60.1200.80.0004.83.96.0
Atrial Fibrillation and Flutter6,6195.60.20.18.80.0031.21.11.4
Cardiogenic Shock38436.62.30.1371.40.00010.58.313.3
Cardiomyopathy2,1335.0-0.20.12.40.1230.80.71.0
Heart Failure11,3357.00.70.1138.60.0002.11.82.3
Chronic Lung Disease3,3085.00.00.10.10.7851.00.81.2
Cerebrovascular Disease1,8876.70.50.120.80.0001.61.31.9
Diabetes17,8114.50.10.16.20.0121.21.01.3
Dialysis5227.11.40.316.40.0004.02.17.9
Peripheral Vascular Disease4,1515.60.30.113.90.0001.31.11.6
Renal Failure8,7566.60.40.140.80.0001.51.31.7
Status of Procedure Urgent3,5074.30.20.14.00.0461.21.01.5
Notes:
If a patient had more than one intervention event of the same type on different dates during the index admission, only the intervention on the earliest date is included for fitting the model.
CL: Confidence Limit