Summary of PCI with 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: 55,587
% of Observations with Outcome: 6.1%
C-statistic: 0.795
Pseudo-R2: 20.1
Hosmer-Lemeshow P-Value: 0.000
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-4.10.13325.30.000
Age at Admission18-<50 5,7873.4-0.40.120.90.0000.70.50.8
50-<554,8254.1-0.30.19.50.0020.70.60.9
55-<606,9904.2-0.20.18.10.0040.80.70.9
60-<658,3655.1-0.10.11.00.3110.90.81.1
65-<707,9385.7Reference
70-<757,4127.00.20.17.20.0071.21.11.4
75-<805,8717.50.20.18.10.0041.21.11.4
80 or older8,39910.20.50.164.80.0001.71.52.0
Patient SexMale 39,7145.6Reference
Female15,8737.30.10.09.80.0021.11.11.2
Patient RaceWhite 27,7005.7Reference
Non-White27,8876.50.10.09.30.0021.11.01.2
Underweight / Weight Loss1,30118.80.90.1115.60.0002.52.12.9
Acute MI Present at Scheduled Admission3,9572.8-0.30.17.20.0070.70.60.9
Atrial Fibrillation and Flutter7,66710.30.20.012.90.0001.21.11.3
Cardiogenic Shock4,02332.42.20.02613.80.0009.58.710.3
Cardiomyopathy2,3649.90.10.13.20.0751.21.01.3
Heart Failure18,18110.20.50.0120.80.0001.61.51.7
HX Sudden Cardiac Arrest (Begin 2007)30611.80.50.27.10.0081.71.12.5
Chronic Lung Disease4,3907.30.00.10.00.8731.00.91.1
Cerebrovascular Disease2,30210.70.50.135.20.0001.61.41.8
Diabetes23,7907.50.20.034.70.0001.31.21.4
Dialysis1126.3-0.30.40.40.5290.80.41.7
Peripheral Vascular Disease4,8627.80.10.12.70.0981.11.01.3
Renal Failure12,3399.60.30.045.20.0001.41.21.5
Status of Procedure Urgent26,1877.70.50.0163.60.0001.71.61.9
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