Unverified50% confidenceBenchmarkExact time
Ablation experiments showed that removing pre-arrival medical history caused AUROC to drop by 1.97 points, and zeroing out retrieval caused AUROC to drop by 0.99 points.
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10/12/2026
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UnverifiedIn ablation experiments, replacing numerical EHR encoding with text serialization resulted in a 3.66 percentage point drop in AUROC, the largest impact among all interventions tested.68% similarUnverifiedUsing the behavioral features of each state for failure prediction, the AUROC on the held-out set reaches as high as 0.94.68% similarUnverifiedDocTamper's zero-shot transfer AUC on the Find It Again! dataset is approximately 0.50, indicating significant domain shift.66% similarUnverified当训练窗口、门控窗口和报告窗口未严格分离时，PR-AUC达到0.72到0.76，严格分离后骤降至约0.51接近随机水平，这是数据泄漏的表现64% similarUnverifiedFrom epoch 160 to epoch 290, the MSE loss decreased from 0.0690 to 0.0652, a drop of only approximately 0.006 over 130 epochs.64% similar
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