TABLE 3.
The PCA correlation table shows the correlation between the most differentiating predictors.
| Age > 65 | BMI > 24.8 | Hypertension | Cancers | Cardiovascular diseases | Chronic kidney disease | Diabetes | Rheumatological diseases | Loss of consciousness | Heart abnormal findings | Trembling | Sputum | Muscle pain myalgia | Loss of taste | Loss of smell | Limb edema | Oxygen saturation < 88 | Potassium > 4 |
ALT > 13 | |
| Age > 65 | 1 | -0.08 | 0.303 | 0.021 | 0.263 | 0.075 | 0.16 | 0.023 | 0.022 | 0.111 | -0.11 | 0.006 | -0.13 | -0.08 | -0.1 | 0.007 | -0.12 | 0.02 | -0.01 |
| BMI > 24.8 | -0.08 | 1 | -0.01 | -0.08 | -0.01 | 0.01 | 0.012 | 0.006 | 0.009 | 0.09 | 0.121 | 0.042 | 0.087 | 0.085 | 0.045 | -0.02 | 0.053 | -0.01 | 0.061 |
| Hypertension | 0.303 | -0.01 | 1 | -0.02 | 0.335 | 0.178 | 0.287 | 0.035 | 0.08 | 0.247 | -0.1 | 0.015 | -0.07 | -0.05 | 0.09 | 0.075 | -0.1 | 0.04 | 0.016 |
| Cancers | 0.021 | -0.08 | -0.02 | 1 | -0.03 | 0.023 | 0.003 | -0 | 0.061 | 0.092 | -0.08 | 0.021 | -0.1 | -0.03 | -0.03 | 0.055 | 0.007 | 0.005 | -0.01 |
| Cardiovascular diseases | 0.263 | -0.01 | 0.335 | -0.03 | 1 | 0.145 | 0.158 | 0.02 | 0.028 | 0.202 | -0.1 | 0.014 | -0.06 | -0.04 | -0.05 | 0.093 | -0.07 | 0.022 | 0.018 |
| Chronic kidney disease | 0.075 | 0.01 | 0.178 | 0.023 | 0.145 | 1 | 0.131 | 0.059 | 0.15 | 0.164 | -0.01 | 0.029 | -0.02 | -0.05 | -0.04 | 0.096 | -0.05 | 0.066 | 0.087 |
| Diabetes | 0.16 | 0.012 | 0.287 | 0.003 | 0.158 | 0.131 | 1 | 0.023 | 0.042 | 0.045 | -0.06 | 0.024 | -0.02 | 0.002 | -0.02 | 0.019 | -0.05 | -0.03 | -0.01 |
| Rheumatological diseases | 0.023 | 0.006 | 0.035 | -0 | 0.02 | 0.059 | 0.023 | 1 | 0.011 | 0.013 | -0.01 | 0.007 | -0.02 | -0.03 | -0.03 | 0.056 | -0.03 | -0.01 | 0.001 |
| Loss of consciousness | 0.022 | 0.009 | 0.08 | 0.061 | 0.028 | 0.15 | 0.042 | 0.011 | 1 | 0.063 | -0.02 | 0.04 | -0.04 | 0.013 | -0.01 | 0.018 | -0.1 | -0 | -0.01 |
| Heart abnormal findings | 0.111 | 0.09 | 0.247 | 0.092 | 0.202 | 0.164 | 0.045 | 0.013 | 0.063 | 1 | -0.11 | -0.04 | -0.12 | -0.02 | -0.03 | 0.115 | -0.11 | 0.054 | 0.041 |
| Trembling | -0.11 | 0.121 | -0.1 | -0.08 | -0.1 | -0.01 | -0.06 | -0.01 | -0.02 | -0.11 | 1 | 0.018 | 0.219 | 0.097 | 0.102 | -0.03 | 0.073 | -0 | -0.04 |
| Sputum | 0.006 | 0.042 | 0.015 | 0.021 | 0.014 | 0.029 | 0.024 | 0.007 | 0.04 | -0.04 | 0.018 | 1 | 0.06 | 0.074 | 0.066 | -0.04 | 0.003 | 0.032 | -0.04 |
| Muscle aain myalgia | -0.13 | 0.087 | -0.07 | -0.1 | -0.06 | -0.02 | -0.02 | -0.02 | -0.04 | -0.12 | 0.219 | 0.06 | 1 | 0.11 | 0.097 | -0.06 | 0.012 | -0 | -0 |
| Loss of taste | -0.08 | 0.085 | -0.05 | -0.03 | -0.04 | -0.05 | 0.002 | -0.03 | 0.013 | -0.02 | 0.097 | 0.074 | 0.11 | 1 | 0.64 | 0.007 | 0.075 | -0.04 | -0.02 |
| Loss of smell | -0.1 | 0.045 | 0.09 | -0.03 | -0.05 | -0.04 | -0.02 | -0.03 | -0.01 | -0.03 | 0.102 | 0.066 | 0.097 | 0.64 | 1 | -0 | 0.072 | -0.03 | -0.01 |
| Limb edema | 0.007 | -0.02 | 0.075 | 0.055 | 0.093 | 0.096 | 0.019 | 0.056 | 0.018 | 0.115 | -0.03 | -0.04 | -0.06 | 0.007 | -0 | 1 | -0.04 | 0.024 | 0.023 |
| Oxygen saturation < 88 | -0.12 | 0.053 | -0.1 | 0.007 | -0.07 | -0.05 | -0.05 | -0.03 | -0.1 | -0.11 | 0.073 | 0.003 | 0.012 | 0.075 | 0.072 | -0.04 | 1 | -0.03 | -0.04 |
| Potassium > 4 | 0.02 | -0.01 | 0.04 | 0.005 | 0.022 | 0.066 | -0.03 | -0.01 | -0 | 0.054 | -0 | 0.032 | -0 | -0.04 | -0.03 | 0.024 | -0.03 | 1 | 0.044 |
| ALT > 13 | -0.01 | 0.061 | 0.016 | -0.01 | 0.018 | 0.087 | -0.01 | 0.001 | -0.01 | 0.041 | -0.04 | -0.04 | -0 | -0.02 | -0.01 | 0.023 | -0.04 | 0.044 | 1 |
Cardiovascular diseases, chronic kidney disease and hypertension have more correlation with other predictors. Positive correlations are shown in red while negative correlations are shown in blue. The intensity of the color is related to correlation coefficients.