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. 2021 Dec 24;23(12):e30805. doi: 10.2196/30805

Table 4.

Model performance metric with time-invariant and time-variant prediction thresholds at 5% and 15%.



True AKIa cases No AKI Subtotal
5% prediction threshold

TITVb predicted (positive) 547 3199 3746

TITV predicted (negative) 364 16,622 16,986

Subtotal 911 19,821 20,732
15% prediction threshold

TITV predicted (positive) 233 466 699

TITV predicted (negative) 678 19,355 20,033

Subtotal 911 19,821 20,732

aAKI: acute kidney injury.

bTITV: time-invariant and time-variant module.