Table 3. Variable ranking by their contribution to the predictions of AutoPrognosis.
Variable (Men) | Score | Variable (Women) | Score |
---|---|---|---|
Age* | 0.346 | Age* | 0.370 |
Smoking* | 0.101 | Smoking* | 0.099 |
Usual walking pace | 0.052 | Usual walking pace | 0.057 |
Systolic blood pressure* | 0.040 | Ankle spacing width | 0.035 |
Microalbumin in urine | 0.032 | Self-reported health rating | 0.030 |
High blood pressure | 0.030 | Systolic blood pressure* | 0.026 |
Red blood cell distribution width | 0.025 | High blood pressure | 0.024 |
Self-reported health rating | 0.019 | Red blood cell distribution width | 0.023 |
Haematocrit percentage | 0.014 | Microalbumin in urine | 0.017 |
Father age at death | 0.014 | Father age at death | 0.017 |
BMI* | 0.013 | White blood cell count | 0.011 |
Diastolic blood pressure | 0.012 | Number of Treatments | 0.011 |
White blood cell count | 0.012 | Mean reticulocyte volume | 0.008 |
Impedance of arm (left) | 0.009 | Leg predicted mass (right) | 0.006 |
Haemoglobin concentration | 0.007 | Neutrophill count | 0.006 |
Neutrophill count | 0.005 | Basal metabolic rate | 0.005 |
Number of Treatments | 0.004 | Hormone-replac. therapy usage | 0.005 |
Mean reticulocyte volume | 0.004 | Blood clot in the leg | 0.004 |
Urinary sodium concentration | 0.004 | Forced expiratory volume | 0.004 |
Monocyte count | 0.004 | Duration of fitness test | 0.004 |
* Risk factors utilized by existing risk prediction algorithms.
Explanations for the different variables in this table are provided in S2 Appendix.