All-cause mortality prediction on Clalit Health Services (test)
0.1Hazard Ratio (HR)NORMARI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NORMARIAnalyte=MPV, N train (events)=28679 (7094), N test (events)=19120 (4729), Adjusted for=age and sex2026.05 | 0.1 | 0.04 | 0.762 | |
| PerRIAnalyte=A1C, N train (events)=9517 (3118), N test (events)=6345 (2079), Adjusted for=age and sex2026.05 | 0.58 | 0.54 | 0.699 | |
| PerRIAnalyte=HDL, N train (events)=20800 (5296), N test (events)=13867 (3530), Adjusted for=age and sex2026.05 | 0.73 | 0.67 | 0.726 | |
| PerRIAnalyte=LDL, N train (events)=23706 (6093), N test (events)=15804 (4062), Adjusted for=age and sex2026.05 | 0.74 | 0.69 | 0.736 | |
| PerRIAnalyte=GLU, N train (events)=28928 (7343), N test (events)=19286 (4895), Adjusted for=age and sex2026.05 | 0.77 | 0.7 | 0.748 | |
| PerRIAnalyte=RBC, N train (events)=30946 (7556), N test (events)=20631 (5038), Adjusted for=age and sex2026.05 | 0.78 | 0.71 | 0.764 | |
| PerRIAnalyte=HCT, N train (events)=31026 (7576), N test (events)=20685 (5051), Adjusted for=age and sex2026.05 | 0.79 | 0.73 | 0.765 | |
| PerRIAnalyte=TC, N train (events)=25805 (6534), N test (events)=17204 (4357), Adjusted for=age and sex2026.05 | 0.8 | 0.75 | 0.739 | |
| PerRIAnalyte=BUN, N train (events)=26980 (7187), N test (events)=17987 (4792), Adjusted for=age and sex2026.05 | 0.81 | 0.75 | 0.739 | |
| PopRIAnalyte=LDL, N train (events)=23706 (6093), N test (events)=15804 (4062), Adjusted for=age and sex2026.05 | 0.81 | 0.77 | 0.735 | |
| NORMARIAnalyte=A1C, N train (events)=9517 (3118), N test (events)=6345 (2079), Adjusted for=age and sex2026.05 | 0.82 | 0.65 | 0.688 | |
| PerRIAnalyte=HGB, N train (events)=31020 (7578), N test (events)=20680 (5052), Adjusted for=age and sex2026.05 | 0.83 | 0.77 | 0.764 | |
| PopRIAnalyte=A1C, N train (events)=9517 (3118), N test (events)=6345 (2079), Adjusted for=age and sex2026.05 | 0.84 | 0.65 | 0.689 | |
| NORMARIAnalyte=LDL, N train (events)=23706 (6093), N test (events)=15804 (4062), Adjusted for=age and sex2026.05 | 0.87 | 0.82 | 0.734 | |
| PerRIAnalyte=MCV, N train (events)=30848 (7546), N test (events)=20566 (5031), Adjusted for=age and sex2026.05 | 0.9 | 0.83 | 0.762 | |
| PerRIAnalyte=RDW, N train (events)=30874 (7528), N test (events)=20583 (5018), Adjusted for=age and sex2026.05 | 0.9 | 0.83 | 0.762 | |
| PerRIAnalyte=PLT, N train (events)=30976 (7564), N test (events)=20652 (5043), Adjusted for=age and sex2026.05 | 0.92 | 0.83 | 0.765 | |
| PerRIAnalyte=MPV, N train (events)=28679 (7094), N test (events)=19120 (4729), Adjusted for=age and sex2026.05 | 0.93 | 0.87 | 0.762 | |
| PopRIAnalyte=TC, N train (events)=25805 (6534), N test (events)=17204 (4357), Adjusted for=age and sex2026.05 | 0.93 | 0.87 | 0.739 | |
| PerRIAnalyte=ALT, N train (events)=25254 (6667), N test (events)=16836 (4445), Adjusted for=age and sex2026.05 | 0.94 | 0.86 | 0.749 | |
| PerRIAnalyte=ALP, N train (events)=20262 (5615), N test (events)=13508 (3743), Adjusted for=age and sex2026.05 | 0.96 | 0.87 | 0.741 | |
| PerRIAnalyte=MCHC, N train (events)=31009 (7580), N test (events)=20673 (5053), Adjusted for=age and sex2026.05 | 0.96 | 0.9 | 0.767 | |
| NORMARIAnalyte=TC, N train (events)=25805 (6534), N test (events)=17204 (4357), Adjusted for=age and sex2026.05 | 0.96 | 0.9 | 0.739 | |
| PerRIAnalyte=MCH, N train (events)=28147 (6984), N test (events)=18765 (4656), Adjusted for=age and sex2026.05 | 0.98 | 0.91 | 0.76 | |
| PerRIAnalyte=WBC, N train (events)=31053 (7583), N test (events)=20702 (5055), Adjusted for=age and sex2026.05 | 0.98 | 0.89 | 0.763 | |
| NORMARIAnalyte=MCHC, N train (events)=31009 (7580), N test (events)=20673 (5053), Adjusted for=age and sex2026.05 | 0.99 | 0.76 | 0.767 | |
| PerRIAnalyte=AST, N train (events)=25296 (6662), N test (events)=16864 (4442), Adjusted for=age and sex2026.05 | 1.02 | 0.94 | 0.744 | |
| PerRIAnalyte=NA, N train (events)=25977 (7133), N test (events)=17318 (4756), Adjusted for=age and sex2026.05 | 1.03 | 0.95 | 0.738 | |
| PerRIAnalyte=CRE, N train (events)=29331 (7624), N test (events)=19555 (5083), Adjusted for=age and sex2026.05 | 1.04 | 0.97 | 0.744 | |
| PerRIAnalyte=K, N train (events)=25819 (7121), N test (events)=17213 (4748), Adjusted for=age and sex2026.05 | 1.07 | 0.99 | 0.742 | |
| PerRIAnalyte=TP, N train (events)=13638 (4217), N test (events)=9092 (2812), Adjusted for=age and sex2026.05 | 1.07 | 0.98 | 0.736 | |
| PerRIAnalyte=CA, N train (events)=15946 (4688), N test (events)=10631 (3125), Adjusted for=age and sex2026.05 | 1.08 | 0.99 | 0.74 | |
| NORMARIAnalyte=TBIL, N train (events)=13506 (3888), N test (events)=9005 (2593), Adjusted for=age and sex2026.05 | 1.09 | 0.98 | 0.738 | |
| PerRIAnalyte=TBIL, N train (events)=13506 (3888), N test (events)=9005 (2593), Adjusted for=age and sex2026.05 | 1.13 | 1.04 | 0.737 | |
| PopRIAnalyte=MCHC, N train (events)=31009 (7580), N test (events)=20673 (5053), Adjusted for=age and sex2026.05 | 1.2 | 0.89 | 0.767 | |
| PerRIAnalyte=ALB, N train (events)=13612 (4221), N test (events)=9076 (2815), Adjusted for=age and sex2026.05 | 1.21 | 1.1 | 0.74 | |
| PopRIAnalyte=MPV, N train (events)=28679 (7094), N test (events)=19120 (4729), Adjusted for=age and sex2026.05 | 1.28 | 1.22 | 0.765 | |
| NORMARIAnalyte=ALT, N train (events)=25254 (6667), N test (events)=16836 (4445), Adjusted for=age and sex2026.05 | 1.35 | 1.27 | 0.752 | |
| NORMARIAnalyte=AST, N train (events)=25296 (6662), N test (events)=16864 (4442), Adjusted for=age and sex2026.05 | 1.55 | 1.47 | 0.75 | |
| PopRIAnalyte=GLU, N train (events)=28928 (7343), N test (events)=19286 (4895), Adjusted for=age and sex2026.05 | 1.6 | 1.39 | 0.749 | |
| NORMARIAnalyte=GLU, N train (events)=28928 (7343), N test (events)=19286 (4895), Adjusted for=age and sex2026.05 | 1.61 | 1.38 | 0.749 | |
| PopRIAnalyte=TBIL, N train (events)=13506 (3888), N test (events)=9005 (2593), Adjusted for=age and sex2026.05 | 1.61 | 1.5 | 0.744 | |
| PopRIAnalyte=K, N train (events)=25819 (7121), N test (events)=17213 (4748), Adjusted for=age and sex2026.05 | 1.63 | 1.53 | 0.748 | |
| PopRIAnalyte=HDL, N train (events)=20800 (5296), N test (events)=13867 (3530), Adjusted for=age and sex2026.05 | 1.68 | 1.56 | 0.733 | |
| NORMARIAnalyte=K, N train (events)=25819 (7121), N test (events)=17213 (4748), Adjusted for=age and sex2026.05 | 1.69 | 1.56 | 0.746 | |
| PopRIAnalyte=MCV, N train (events)=30848 (7546), N test (events)=20566 (5031), Adjusted for=age and sex2026.05 | 1.7 | 1.62 | 0.774 | |
| NORMARIAnalyte=HDL, N train (events)=20800 (5296), N test (events)=13867 (3530), Adjusted for=age and sex2026.05 | 1.72 | 1.57 | 0.73 | |
| PopRIAnalyte=AST, N train (events)=25296 (6662), N test (events)=16864 (4442), Adjusted for=age and sex2026.05 | 1.85 | 1.76 | 0.758 | |
| PopRIAnalyte=WBC, N train (events)=31053 (7583), N test (events)=20702 (5055), Adjusted for=age and sex2026.05 | 1.86 | 1.75 | 0.773 | |
| NORMARIAnalyte=CA, N train (events)=15946 (4688), N test (events)=10631 (3125), Adjusted for=age and sex2026.05 | 1.88 | 1.73 | 0.749 | |
| NORMARIAnalyte=PLT, N train (events)=30976 (7564), N test (events)=20652 (5043), Adjusted for=age and sex2026.05 | 1.88 | 1.77 | 0.775 | |
| PerRIAnalyte=CL, N train (events)=846 (307), N test (events)=564 (205), Adjusted for=age and sex2026.05 | 1.9 | 0.97 | 0.76 | |
| NORMARIAnalyte=WBC, N train (events)=31053 (7583), N test (events)=20702 (5055), Adjusted for=age and sex2026.05 | 1.9 | 1.75 | 0.768 | |
| PopRIAnalyte=CA, N train (events)=15946 (4688), N test (events)=10631 (3125), Adjusted for=age and sex2026.05 | 1.93 | 1.81 | 0.754 | |
| NORMARIAnalyte=MCV, N train (events)=30848 (7546), N test (events)=20566 (5031), Adjusted for=age and sex2026.05 | 1.95 | 1.77 | 0.766 | |
| PopRIAnalyte=PLT, N train (events)=30976 (7564), N test (events)=20652 (5043), Adjusted for=age and sex2026.05 | 1.98 | 1.89 | 0.779 | |
| NORMARIAnalyte=ALP, N train (events)=20262 (5615), N test (events)=13508 (3743), Adjusted for=age and sex2026.05 | 2.01 | 1.86 | 0.749 | |
| NORMARIAnalyte=NA, N train (events)=25977 (7133), N test (events)=17318 (4756), Adjusted for=age and sex2026.05 | 2.02 | 1.88 | 0.75 | |
| PopRIAnalyte=MCH, N train (events)=28147 (6984), N test (events)=18765 (4656), Adjusted for=age and sex2026.05 | 2.04 | 1.89 | 0.767 | |
| PopRIAnalyte=ALP, N train (events)=20262 (5615), N test (events)=13508 (3743), Adjusted for=age and sex2026.05 | 2.05 | 1.94 | 0.76 | |
| PopRIAnalyte=ALT, N train (events)=25254 (6667), N test (events)=16836 (4445), Adjusted for=age and sex2026.05 | 2.08 | 1.95 | 0.761 | |
| PopRIAnalyte=NA, N train (events)=25977 (7133), N test (events)=17318 (4756), Adjusted for=age and sex2026.05 | 2.17 | 2.04 | 0.753 | |
| NORMARIAnalyte=MCH, N train (events)=28147 (6984), N test (events)=18765 (4656), Adjusted for=age and sex2026.05 | 2.18 | 1.9 | 0.763 | |
| NORMARIAnalyte=RDW, N train (events)=30874 (7528), N test (events)=20583 (5018), Adjusted for=age and sex2026.05 | 2.23 | 1.96 | 0.765 | |
| PopRIAnalyte=TP, N train (events)=13638 (4217), N test (events)=9092 (2812), Adjusted for=age and sex2026.05 | 2.23 | 2.08 | 0.756 | |
| NORMARIAnalyte=BUN, N train (events)=26980 (7187), N test (events)=17987 (4792), Adjusted for=age and sex2026.05 | 2.58 | 2.31 | 0.746 | |
| NORMARIAnalyte=TP, N train (events)=13638 (4217), N test (events)=9092 (2812), Adjusted for=age and sex2026.05 | 2.73 | 2.46 | 0.745 | |
| PopRIAnalyte=BUN, N train (events)=26980 (7187), N test (events)=17987 (4792), Adjusted for=age and sex2026.05 | 2.82 | 2.53 | 0.747 | |
| PopRIAnalyte=CRE, N train (events)=29331 (7624), N test (events)=19555 (5083), Adjusted for=age and sex2026.05 | 3 | 2.82 | 0.77 | |
| PopRIAnalyte=RDW, N train (events)=30874 (7528), N test (events)=20583 (5018), Adjusted for=age and sex2026.05 | 3.09 | 2.82 | 0.774 | |
| NORMARIAnalyte=ALB, N train (events)=13612 (4221), N test (events)=9076 (2815), Adjusted for=age and sex2026.05 | 3.11 | 2.8 | 0.757 | |
| NORMARIAnalyte=CRE, N train (events)=29331 (7624), N test (events)=19555 (5083), Adjusted for=age and sex2026.05 | 3.3 | 3.07 | 0.768 | |
| NORMARIAnalyte=HCT, N train (events)=31026 (7576), N test (events)=20685 (5051), Adjusted for=age and sex2026.05 | 3.36 | 2.86 | 0.771 | |
| PopRIAnalyte=CL, N train (events)=846 (307), N test (events)=564 (205), Adjusted for=age and sex2026.05 | 3.57 | 1.67 | 0.767 | |
| PopRIAnalyte=HCT, N train (events)=31026 (7576), N test (events)=20685 (5051), Adjusted for=age and sex2026.05 | 3.6 | 3.15 | 0.774 | |
| PopRIAnalyte=HGB, N train (events)=31020 (7578), N test (events)=20680 (5052), Adjusted for=age and sex2026.05 | 3.7 | 3.32 | 0.779 | |
| NORMARIAnalyte=HGB, N train (events)=31020 (7578), N test (events)=20680 (5052), Adjusted for=age and sex2026.05 | 3.72 | 3.24 | 0.772 | |
| NORMARIAnalyte=CL, N train (events)=846 (307), N test (events)=564 (205), Adjusted for=age and sex2026.05 | 4.1 | 1.82 | 0.755 | |
| PopRIAnalyte=ALB, N train (events)=13612 (4221), N test (events)=9076 (2815), Adjusted for=age and sex2026.05 | 4.15 | 3.83 | 0.785 |