Prolonged hospital stay prediction on INSPIRE cohort (test)
1.22Hazard RatioPerRI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PerRIAnalyte=PLT, N train (events)=20394 (15193), N test (events)=13597 (10129), Adjustments=age and sex2026.05 | 1.22 | 1.18 | 0.553 | |
| PerRIAnalyte=AST, N train (events)=15814 (12427), N test (events)=10544 (8286), Adjustments=age and sex2026.05 | 1.12 | 1.08 | 0.539 | |
| PerRIAnalyte=ALP, N train (events)=16668 (13163), N test (events)=11113 (8776), Adjustments=age and sex2026.05 | 1.1 | 1.06 | 0.532 | |
| PerRIAnalyte=GLU, N train (events)=15690 (11167), N test (events)=10461 (7446), Adjustments=age and sex2026.05 | 1.07 | 1.02 | 0.538 | |
| NORMARIAnalyte=PLT, N train (events)=20394 (15193), N test (events)=13597 (10129), Adjustments=age and sex2026.05 | 1.04 | 1 | 0.542 | |
| PopRIAnalyte=GLU, N train (events)=15690 (11167), N test (events)=10461 (7446), Adjustments=age and sex2026.05 | 1.03 | 0.99 | 0.536 | |
| PerRIAnalyte=ALT, N train (events)=15676 (12343), N test (events)=10452 (8230), Adjustments=age and sex2026.05 | 1.02 | 0.99 | 0.533 | |
| NORMARIAnalyte=GLU, N train (events)=15690 (11167), N test (events)=10461 (7446), Adjustments=age and sex2026.05 | 1.02 | 0.97 | 0.536 | |
| PerRIAnalyte=K, N train (events)=21804 (15982), N test (events)=14537 (10655), Adjustments=age and sex2026.05 | 1.02 | 0.99 | 0.533 | |
| PerRIAnalyte=CO2, N train (events)=3742 (3239), N test (events)=2495 (2160), Adjustments=age and sex2026.05 | 0.98 | 0.91 | 0.507 | |
| PerRIAnalyte=CL, N train (events)=18561 (14572), N test (events)=12374 (9714), Adjustments=age and sex2026.05 | 0.97 | 0.93 | 0.525 | |
| PerRIAnalyte=WBC, N train (events)=20554 (15316), N test (events)=13703 (10211), Adjustments=age and sex2026.05 | 0.97 | 0.94 | 0.537 | |
| PerRIAnalyte=BUN, N train (events)=17938 (14031), N test (events)=11960 (9355), Adjustments=age and sex2026.05 | 0.96 | 0.92 | 0.538 | |
| PerRIAnalyte=TP, N train (events)=17152 (13544), N test (events)=11436 (9031), Adjustments=age and sex2026.05 | 0.96 | 0.93 | 0.535 | |
| PopRIAnalyte=A1C, N train (events)=233 (164), N test (events)=156 (109), Adjustments=age and sex2026.05 | 0.95 | 0.62 | 0.511 | |
| NORMARIAnalyte=AST, N train (events)=15814 (12427), N test (events)=10544 (8286), Adjustments=age and sex2026.05 | 0.95 | 0.9 | 0.53 | |
| PerRIAnalyte=CA, N train (events)=17863 (13403), N test (events)=11909 (8936), Adjustments=age and sex2026.05 | 0.95 | 0.92 | 0.538 | |
| PerRIAnalyte=NA, N train (events)=21663 (15923), N test (events)=14442 (10615), Adjustments=age and sex2026.05 | 0.95 | 0.92 | 0.528 | |
| PerRIAnalyte=TBIL, N train (events)=17133 (13177), N test (events)=11423 (8786), Adjustments=age and sex2026.05 | 0.95 | 0.92 | 0.532 | |
| NORMARIAnalyte=TBIL, N train (events)=17133 (13177), N test (events)=11423 (8786), Adjustments=age and sex2026.05 | 0.95 | 0.91 | 0.532 | |
| NORMARIAnalyte=ALT, N train (events)=15676 (12343), N test (events)=10452 (8230), Adjustments=age and sex2026.05 | 0.92 | 0.89 | 0.536 | |
| PopRIAnalyte=CA, N train (events)=17863 (13403), N test (events)=11909 (8936), Adjustments=age and sex2026.05 | 0.89 | 0.86 | 0.539 | |
| NORMARIAnalyte=A1C, N train (events)=233 (164), N test (events)=156 (109), Adjustments=age and sex2026.05 | 0.88 | 0.52 | 0.523 | |
| NORMARIAnalyte=CA, N train (events)=17863 (13403), N test (events)=11909 (8936), Adjustments=age and sex2026.05 | 0.88 | 0.85 | 0.54 | |
| PopRIAnalyte=TBIL, N train (events)=17133 (13177), N test (events)=11423 (8786), Adjustments=age and sex2026.05 | 0.87 | 0.82 | 0.534 | |
| PopRIAnalyte=ALT, N train (events)=15676 (12343), N test (events)=10452 (8230), Adjustments=age and sex2026.05 | 0.85 | 0.82 | 0.545 | |
| NORMARIAnalyte=CO2, N train (events)=3742 (3239), N test (events)=2495 (2160), Adjustments=age and sex2026.05 | 0.85 | 0.79 | 0.515 | |
| PerRIAnalyte=HCT, N train (events)=23831 (16876), N test (events)=15888 (11251), Adjustments=age and sex2026.05 | 0.85 | 0.82 | 0.555 | |
| NORMARIAnalyte=K, N train (events)=21804 (15982), N test (events)=14537 (10655), Adjustments=age and sex2026.05 | 0.85 | 0.82 | 0.532 | |
| NORMARIAnalyte=WBC, N train (events)=20554 (15316), N test (events)=13703 (10211), Adjustments=age and sex2026.05 | 0.84 | 0.81 | 0.543 | |
| NORMARIAnalyte=CL, N train (events)=18561 (14572), N test (events)=12374 (9714), Adjustments=age and sex2026.05 | 0.83 | 0.81 | 0.54 | |
| PopRIAnalyte=CO2, N train (events)=3742 (3239), N test (events)=2495 (2160), Adjustments=age and sex2026.05 | 0.83 | 0.77 | 0.516 | |
| PerRIAnalyte=A1C, N train (events)=233 (164), N test (events)=156 (109), Adjustments=age and sex2026.05 | 0.82 | 0.46 | 0.5 | |
| NORMARIAnalyte=ALP, N train (events)=16668 (13163), N test (events)=11113 (8776), Adjustments=age and sex2026.05 | 0.82 | 0.79 | 0.538 | |
| PopRIAnalyte=HCT, N train (events)=23831 (16876), N test (events)=15888 (11251), Adjustments=age and sex2026.05 | 0.81 | 0.78 | 0.56 | |
| NORMARIAnalyte=HCT, N train (events)=23831 (16876), N test (events)=15888 (11251), Adjustments=age and sex2026.05 | 0.8 | 0.78 | 0.56 | |
| PopRIAnalyte=WBC, N train (events)=20554 (15316), N test (events)=13703 (10211), Adjustments=age and sex2026.05 | 0.8 | 0.78 | 0.545 | |
| PopRIAnalyte=TP, N train (events)=17152 (13544), N test (events)=11436 (9031), Adjustments=age and sex2026.05 | 0.79 | 0.76 | 0.542 | |
| NORMARIAnalyte=TP, N train (events)=17152 (13544), N test (events)=11436 (9031), Adjustments=age and sex2026.05 | 0.78 | 0.75 | 0.545 | |
| PopRIAnalyte=CL, N train (events)=18561 (14572), N test (events)=12374 (9714), Adjustments=age and sex2026.05 | 0.77 | 0.74 | 0.552 | |
| NORMARIAnalyte=BUN, N train (events)=17938 (14031), N test (events)=11960 (9355), Adjustments=age and sex2026.05 | 0.76 | 0.74 | 0.551 | |
| NORMARIAnalyte=NA, N train (events)=21663 (15923), N test (events)=14442 (10615), Adjustments=age and sex2026.05 | 0.76 | 0.73 | 0.545 | |
| PopRIAnalyte=BUN, N train (events)=17938 (14031), N test (events)=11960 (9355), Adjustments=age and sex2026.05 | 0.75 | 0.72 | 0.553 | |
| PerRIAnalyte=HGB, N train (events)=21702 (15789), N test (events)=14469 (10527), Adjustments=age and sex2026.05 | 0.75 | 0.72 | 0.557 | |
| PopRIAnalyte=HGB, N train (events)=21702 (15789), N test (events)=14469 (10527), Adjustments=age and sex2026.05 | 0.74 | 0.71 | 0.566 | |
| PerRIAnalyte=ALB, N train (events)=18427 (14140), N test (events)=12285 (9427), Adjustments=age and sex2026.05 | 0.73 | 0.71 | 0.568 | |
| PopRIAnalyte=K, N train (events)=21804 (15982), N test (events)=14537 (10655), Adjustments=age and sex2026.05 | 0.73 | 0.69 | 0.538 | |
| PopRIAnalyte=AST, N train (events)=15814 (12427), N test (events)=10544 (8286), Adjustments=age and sex2026.05 | 0.71 | 0.65 | 0.539 | |
| PerRIAnalyte=CRE, N train (events)=24427 (17097), N test (events)=16285 (11399), Adjustments=age and sex2026.05 | 0.71 | 0.68 | 0.574 | |
| NORMARIAnalyte=HGB, N train (events)=21702 (15789), N test (events)=14469 (10527), Adjustments=age and sex2026.05 | 0.71 | 0.69 | 0.568 | |
| PopRIAnalyte=NA, N train (events)=21663 (15923), N test (events)=14442 (10615), Adjustments=age and sex2026.05 | 0.71 | 0.68 | 0.546 | |
| PopRIAnalyte=ALB, N train (events)=18427 (14140), N test (events)=12285 (9427), Adjustments=age and sex2026.05 | 0.7 | 0.67 | 0.566 | |
| PopRIAnalyte=PLT, N train (events)=20394 (15193), N test (events)=13597 (10129), Adjustments=age and sex2026.05 | 0.69 | 0.66 | 0.553 | |
| NORMARIAnalyte=CRE, N train (events)=24427 (17097), N test (events)=16285 (11399), Adjustments=age and sex2026.05 | 0.68 | 0.66 | 0.578 | |
| PopRIAnalyte=ALP, N train (events)=16668 (13163), N test (events)=11113 (8776), Adjustments=age and sex2026.05 | 0.67 | 0.64 | 0.558 | |
| NORMARIAnalyte=ALB, N train (events)=18427 (14140), N test (events)=12285 (9427), Adjustments=age and sex2026.05 | 0.66 | 0.64 | 0.572 | |
| PopRIAnalyte=CRE, N train (events)=24427 (17097), N test (events)=16285 (11399), Adjustments=age and sex2026.05 | 0.65 | 0.63 | 0.58 |