[Retracted] Clinical Influencing Factors of Acute Myocardial Infarction Based on Improved Machine Learning

Table 2

Statistical table of model single factor processing.

Factor	B	Wald		OR	95% CI
Female	1.36653	9.14151	0.00303	3.90668	1.602–9.338
Age	0.0404	3.6865	0.05656	1.05141	0.999–1.085
BMI	0.02424	0.14039	0.71609	0.98576	0.861–1.107
Smoking history	0.79992	3.32896	0.06969	0.45753	0.193–1.065
History of myocardial infarction	0.42117	0.11413	0.74437	1.53318	0.133–17.382
PCI history	0.42117	0.11413	0.74437	1.53318	0.133–17.382
Hypertension	0.28785	0.43531	0.51712	0.75952	0.321–1.760
Diabetes	0.3232	0.38481	0.54237	0.73326	0.263–2.007
Hyperlipidemia	0	0	1.01	1.01	0.1–10.006
Heart failure	1.1312	0.62115	0.4343	3.1007	0.186–50.732
Arrhythmia	1.1312	0.62115	0.4343	3.1007	0.186–50.732
Cerebral infarction	0.19695	0.05151	0.83022	1.22715	0.223–6.627
White blood cell count	0.25957	16.61147	＜0.001	1.30593	1.142–1.465
Percentage of neutrophils	0.03333	1.48268	0.22826	1.04333	0.98–1.089
Hemoglobin	0.01818	3.21483	0.07474	0.99182	0.963–1.002
Platelets	0.00505	2.75831	0.09898	1.01505	0.999–1.01
Total protein	0.02929	0.86759	0.35754	0.98071	0.913–1.033
Albumin	0.04343	1.01	0.32017	0.96758	0.880–1.043
Alanine aminotransferase	0.00404	4.64802	0.03232	1.01404	1.000–1.008
Aspartate aminotransferase (U/L)	0.00606	16.82458	＜0.001	1.01606	1.003–1.009
Creatinine	0.00808	4.03798	0.04646	1.01808	1.000–1.016
Uric acid	0.00303	5.52268	0.01919	1.01303	1.001–1.006
Serum potassium	0.71205	3.60873	0.05959	2.04323	0.974–4.201
Serum sodium	0.15352	7.77902	0.00606	0.86759	0.772–0.956
Left ventricular ejection fraction (%)	0.0707	4.9288	0.02727	0.94233	0.876–0.992
Killip III-IV on admission	2.38259	20.38281	＜0.001	10.6858	3.78–29.613
Cardiogenic shock on admission	2.55934	12.80478	＜0.001	12.726	3.124–50.824
First medical contact (h)	0.00404	0.88375	0.35249	1.00596	0.989–1.004
Systolic blood pressure on admission	0.0303	7.71337	0.00606	0.98071	0.951–0.991
Diastolic blood pressure on admission	0.02222	1.74124	0.19089	0.98879	0.948–1.011
Heart rate on admission	0.04141	11.88164	0.00101	1.05242	1.018–1.066
Front wall	0.09393	0.04747	0.83729	0.92011	0.391–2.123
Sidewall	0.59489	1.11504	0.29593	1.82002	0.601–5.407
Lower wall	0	0	1.01	1.01	0.431–2.319
Back wall	1.15645	4.06121	0.04545	3.17342	1.026–9.620
Right ventricle	0	0	1.01	1.01	0.252–3.975
Left trunk	1.09585	1.93819	0.16766	2.9896	0.638–13.741
Anterior descending branch	0.26058	0.09999	0.75952	1.30694	0.261–6.423
Circumflex	0.71912	1.83214	0.17978	0.49591	0.174–1.383
Right coronary artery	0.39289	0.48177	0.4949	0.68478	0.225–2.044
Multivessel disease	0.41915	0.48985	0.49086	0.6666	0.205–2.124
IABP	2.43006	8.09717	0.00505	11.19787	2.097–58.619
PCI	1.7372	13.39159	＜0.001	0.18079	0.071–0.452
Thrombolysis	0.7373	0.60903	0.44137	2.09474	0.329–13.072
Mechanically assisted ventilation	3.53803	37.10336	＜0.001	33.55422	10.701–103.138
Beta blockers	1.79376	14.48643	＜0.001	0.17069	0.068–0.424
ACEI/ARB	2.51389	22.92397	＜0.001	0.08383	0.030–0.231
Statins	1.93617	4.58338	0.03232	0.14847	0.025–0.850
Double antiplatelet	22.56037	0	0	0	0
Aspirin	22.56037	0	0	0	0
Clopidogrel	0.42723	0.96859	0.33027	1.54227	0.654–3.564
Ticagrelor	0.65953	2.05636	0.15554	0.52621	0.212–1.276
Anticoagulant	0.193	0.195	0.659	1.213	0.514–2.861