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Table 6 Performance characteristics of the five-hourly data experiment

From: Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation

Hours prior to onset AUC (95% CI) Accuracy Sensitivity Specificity
1–5 0.785 (0.771–0.800) 0.719 0.762 0.676
6–10 0.778 (0.768–0.788) 0.716 0.764 0.668
11–15 0.770 (0.759–0.781) 0.713 0.775 0.652
16–20 0.765 (0.753–0.778) 0.713 0.758 0.668