C-indices of the best-performing model for predicting mid-to long-term composite outcome with SPARK variables, postoperative AKI stages and history of malignancy.
. | . | . | . | Validation cohort . | ||
---|---|---|---|---|---|---|
Composite outcome . | Population . | Development cohort . | Temporal . | SNUBH P1 . | SNUBH P2 . | SMG-BMC . |
1-year | Total | 0.859 (0.809‒0.897) | 0.882 (0.834‒0.917) | 0.865 (0.756‒0.930) | 0.878 (0.818‒0.920) | 0.863 (0.781‒0.918) |
SPARK class ≥B | 0.741 (0.719‒0.762) | 0.768 (0.745‒0.790) | 0.751 (0.696‒0.799) | 0.759 (0.728‒0.789) | 0.819 (0.777‒0.856) | |
PO-AKI | 0.688 (0.635‒0.736) | 0.705 (0.640‒0.763) | 0.715 (0.577‒0.822) | 0.707 (0.625‒0.778) | 0.734 (0.622‒0.822) | |
3-year | Total | 0.821 (0.786‒0.851) | 0.852 (0.813‒0.884) | 0.798 (0.725‒0.855) | 0.829 (0.784‒0.866) | 0.848 (0.788‒0.892) |
SPARK class ≥B | 0.726 (0.711‒0.740) | 0.746 (0.728‒0.763) | 0.692 (0.655‒0.727) | 0.700 (0.677‒0.723) | 0.798 (0.766‒0.827) | |
PO-AKI | 0.681 (0.641‒0.718) | 0.704 (0.650‒0.753) | 0.661 (0.562‒0.747) | 0.691 (0.625‒0.749) | 0.733 (0.640‒0.810) |
. | . | . | . | Validation cohort . | ||
---|---|---|---|---|---|---|
Composite outcome . | Population . | Development cohort . | Temporal . | SNUBH P1 . | SNUBH P2 . | SMG-BMC . |
1-year | Total | 0.859 (0.809‒0.897) | 0.882 (0.834‒0.917) | 0.865 (0.756‒0.930) | 0.878 (0.818‒0.920) | 0.863 (0.781‒0.918) |
SPARK class ≥B | 0.741 (0.719‒0.762) | 0.768 (0.745‒0.790) | 0.751 (0.696‒0.799) | 0.759 (0.728‒0.789) | 0.819 (0.777‒0.856) | |
PO-AKI | 0.688 (0.635‒0.736) | 0.705 (0.640‒0.763) | 0.715 (0.577‒0.822) | 0.707 (0.625‒0.778) | 0.734 (0.622‒0.822) | |
3-year | Total | 0.821 (0.786‒0.851) | 0.852 (0.813‒0.884) | 0.798 (0.725‒0.855) | 0.829 (0.784‒0.866) | 0.848 (0.788‒0.892) |
SPARK class ≥B | 0.726 (0.711‒0.740) | 0.746 (0.728‒0.763) | 0.692 (0.655‒0.727) | 0.700 (0.677‒0.723) | 0.798 (0.766‒0.827) | |
PO-AKI | 0.681 (0.641‒0.718) | 0.704 (0.650‒0.753) | 0.661 (0.562‒0.747) | 0.691 (0.625‒0.749) | 0.733 (0.640‒0.810) |
SNUBH, Seoul National University Bundang Hospital; SMG-BMC, Seoul Metropolitan Government Boramae Medical Center.
C-indices of the best-performing model for predicting mid-to long-term composite outcome with SPARK variables, postoperative AKI stages and history of malignancy.
. | . | . | . | Validation cohort . | ||
---|---|---|---|---|---|---|
Composite outcome . | Population . | Development cohort . | Temporal . | SNUBH P1 . | SNUBH P2 . | SMG-BMC . |
1-year | Total | 0.859 (0.809‒0.897) | 0.882 (0.834‒0.917) | 0.865 (0.756‒0.930) | 0.878 (0.818‒0.920) | 0.863 (0.781‒0.918) |
SPARK class ≥B | 0.741 (0.719‒0.762) | 0.768 (0.745‒0.790) | 0.751 (0.696‒0.799) | 0.759 (0.728‒0.789) | 0.819 (0.777‒0.856) | |
PO-AKI | 0.688 (0.635‒0.736) | 0.705 (0.640‒0.763) | 0.715 (0.577‒0.822) | 0.707 (0.625‒0.778) | 0.734 (0.622‒0.822) | |
3-year | Total | 0.821 (0.786‒0.851) | 0.852 (0.813‒0.884) | 0.798 (0.725‒0.855) | 0.829 (0.784‒0.866) | 0.848 (0.788‒0.892) |
SPARK class ≥B | 0.726 (0.711‒0.740) | 0.746 (0.728‒0.763) | 0.692 (0.655‒0.727) | 0.700 (0.677‒0.723) | 0.798 (0.766‒0.827) | |
PO-AKI | 0.681 (0.641‒0.718) | 0.704 (0.650‒0.753) | 0.661 (0.562‒0.747) | 0.691 (0.625‒0.749) | 0.733 (0.640‒0.810) |
. | . | . | . | Validation cohort . | ||
---|---|---|---|---|---|---|
Composite outcome . | Population . | Development cohort . | Temporal . | SNUBH P1 . | SNUBH P2 . | SMG-BMC . |
1-year | Total | 0.859 (0.809‒0.897) | 0.882 (0.834‒0.917) | 0.865 (0.756‒0.930) | 0.878 (0.818‒0.920) | 0.863 (0.781‒0.918) |
SPARK class ≥B | 0.741 (0.719‒0.762) | 0.768 (0.745‒0.790) | 0.751 (0.696‒0.799) | 0.759 (0.728‒0.789) | 0.819 (0.777‒0.856) | |
PO-AKI | 0.688 (0.635‒0.736) | 0.705 (0.640‒0.763) | 0.715 (0.577‒0.822) | 0.707 (0.625‒0.778) | 0.734 (0.622‒0.822) | |
3-year | Total | 0.821 (0.786‒0.851) | 0.852 (0.813‒0.884) | 0.798 (0.725‒0.855) | 0.829 (0.784‒0.866) | 0.848 (0.788‒0.892) |
SPARK class ≥B | 0.726 (0.711‒0.740) | 0.746 (0.728‒0.763) | 0.692 (0.655‒0.727) | 0.700 (0.677‒0.723) | 0.798 (0.766‒0.827) | |
PO-AKI | 0.681 (0.641‒0.718) | 0.704 (0.650‒0.753) | 0.661 (0.562‒0.747) | 0.691 (0.625‒0.749) | 0.733 (0.640‒0.810) |
SNUBH, Seoul National University Bundang Hospital; SMG-BMC, Seoul Metropolitan Government Boramae Medical Center.
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