Table 8.
Coefficients | OR | Std. error | Pr(>|t|) | 2.50% | 97.50% | Marginal effect | Std. error | z ratio |
---|---|---|---|---|---|---|---|---|
(Intercept) | 1.63E-10 | 4730 | 0.9962 | NA | 4.86E+137 | |||
Female | 2.78E | 0.522 | 0.0499 | 1.02 | 8.05 | 0.0423 | 0.0525 | 0.8058 |
ASA2 | 2.11E+07 | 4730 | 0.9972 | 1.71E-77 | Inf | 0.6983 | 0.0707 | 9.8722 |
ASA3 | 1.80E+07 | 4730 | 0.9972 | 1.50E-88 | Inf | 0.6917 | 0.0796 | 8.6934 |
ASA4 | 0.117 | 7230 | 0.9998 | 1.05E-60 | 1.32E+59 | −0.0889 | NA | NA |
Latino | 9.09 | 0.984 | 0.0248 | 1.04 | 57.2 | 0.0914 | 0.3182 | 0.2872 |
Non-smoker | 0.938 | 0.486 | 0.8947 | 0.364 | 2.48 | −0.0027 | 0.0532 | −0.05 |
Current smoker | 0.152 | 1.01 | 0.0629 | 0.0155 | 0.889 | −0.078 | 0.3217 | −0.2426 |
MD1 | 0.949 | 0.495 | 0.9156 | 0.359 | 2.55 | −0.0022 | 0.0471 | −0.0461 |
MD2 | 0.577 | 0.675 | 0.415 | 0.142 | 2.06 | −0.0228 | 0.0679 | −0.3354 |
THA | 3.04 | 0.458 | 0.0152 | 1.26 | 7.70 | 0.046 | 0.0599 | 0.7685 |
DRG469 | 2.22E-07 | 4950 | 0.9975 | 0.00 | 7.63E+92 | −0.6343 | 0.2547 | −2.4904 |
Discharge HHC | 1.38 | 0.964 | 0.7371 | 0.156 | 7.80 | 0.0134 | 0.3182 | 0.0421 |
Discharge SNF | 3.61 | 0.902 | 0.155 | 0.467 | 18.7 | 0.0531 | 0.2859 | 0.1858 |
Discharge rehab | 1.72 | 0.643 | 0.4008 | 0.452 | 5.84 | 0.0224 | 0.1718 | 0.1303 |
Discharge other | 8.90 | 1.10 | 0.0468 | 0.795 | 67.5 | 0.0905 | 0.332 | 0.2726 |
CHF | 2.32E-09 | 4430 | 0.9964 | 0.00 | 2.26E+81 | −0.823 | 0.1991 | −4.1346 |
Arrhythmia | 3.04 | 0.643 | 0.0844 | 0.782 | 10.2 | 0.046 | 0.1372 | 0.3349 |
Valvular | 2.25 | 0.955 | 0.3955 | 0.261 | 12.6 | 0.0336 | 0.2911 | 0.1154 |
PHTN | 0.659 | 1.48 | 0.7783 | 0.0203 | 9.55 | −0.0173 | 0.4607 | −0.0375 |
PVD | 1.03E-08 | 4740 | 0.9969 | 0.00 | 2.06E+82 | −0.7612 | 0.1003 | −7.5915 |
HTN | 1.78 | 0.489 | 0.2365 | 0.710 | 4.94 | 0.024 | 0.0552 | 0.4348 |
NeuroOther | 15.2 | 1.50 | 0.0699 | 0.486 | 275 | 0.1126 | NA | NA |
Pulmonary | 8.83 | 0.834 | 0.009 | 1.69 | 46.3 | 0.0902 | 0.1681 | 0.5363 |
DM | 1.38E-07 | 8610 | 0.9985 | 0.00 | 9.27E+173 | −0.654 | NA | NA |
DMcx | 3.84 | 0.796 | 0.0909 | 0.739 | 17.7 | 0.0557 | 0.1742 | 0.32 |
Hypothyroid | 0.927 | 0.632 | 0.9049 | 0.235 | 2.96 | −0.0031 | 0.18 | −0.0174 |
Renal | 1.74E-08 | 3420 | 0.9958 | 0.00 | 2.50E+60 | −0.7398 | 0.2977 | −2.4853 |
Liver | 5.80 | 1.25 | 0.1589 | 0.432 | 65.8 | 0.0728 | 0.3117 | 0.2335 |
PUD | 20.2 | 1.54 | 0.0514 | 0.612 | 388 | 0.1244 | NA | NA |
HIV | 1.96E+06 | 12,400 | 0.9991 | 0.00 | 4.15E+241 | 0.5998 | NA | NA |
Lymphoma | 5.56 | 1.01 | 0.0885 | 0.621 | 37.9 | 0.0711 | 0.3438 | 0.2067 |
Mets | 5.94E-08 | 17,700 | 0.9993 | NA | Inf | −0.6889 | NA | NA |
Tumour | 2.14 | 0.593 | 0.2004 | 0.617 | 6.54 | 0.0314 | 0.0733 | 0.4287 |
Rheumatic | 3.65E-08 | 8360 | 0.9984 | NA | Inf | −0.709 | NA | NA |
Coagulopathy | 5.29E-08 | 7000 | 0.9981 | NA | Inf | −0.6937 | NA | NA |
Obesity | 2.54 | 0.840 | 0.2668 | 0.420 | 12.2 | 0.0386 | 0.1714 | 0.2253 |
FluidsLytes | 1.57 | 0.966 | 0.6398 | 0.182 | 9.16 | 0.0187 | 0.3159 | 0.0593 |
Anaemia | 1.99 | 0.577 | 0.2316 | 0.596 | 5.94 | 0.0286 | 0.0461 | 0.6204 |
Alcohol | 4.47E-09 | 6700 | 0.9977 | NA | 1.02E+275 | −0.7959 | 0.2012 | −3.9557 |
Drugs | 6.52E-08 | 7840 | 0.9983 | NA | Inf | −0.685 | NA | NA |
Psychoses | 3.87E-08 | 5550 | 0.9975 | 0.00 | 2.74E+96 | −0.7065 | 0.2654 | −2.662 |
Depression | 1.38 | 0.637 | 0.6093 | 0.355 | 4.51 | 0.0135 | 0.1236 | 0.109 |
Charlson score | 0.932 | 0.342 | 0.8362 | 0.447 | 1.77 | −0.0029 | 0.088 | −0.0333 |
Cluster 2 | 3.19 | 0.651 | 0.0747 | 0.906 | 12.0 | 0.0481 | 0.0571 | 0.8415 |
Cluster 3 | 0.496 | 1.15 | 0.5426 | 0.0243 | 3.46 | −0.029 | 0.4076 | −0.0711 |
Cluster 4 | 2.79 | 0.686 | 0.1348 | 0.715 | 11.0 | 0.0425 | 0.0613 | 0.6934 |
Cluster 5 | 1.91 | 0.664 | 0.3291 | 0.514 | 7.18 | 0.0268 | 0.0433 | 0.6192 |
Cluster 6 | 5.17E-08 | 2960 | 0.9955 | 0.00 | 1.91E+56 | −0.6946 | 0.1225 | −5.671 |
Notes: The bold values are the statistically significant factors (statistically significant determined with a p ≤ 0.05).