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. 2026 May 9;16:21258. doi: 10.1038/s41598-026-51183-w

Table 13.

Stress Test: Performance Under Increasing Text Modality Missingness.

Text Missing Rate Profile F1 (%) Lapse Acc. (%) Gate: Behav. Gate: Demo. Gate: Text
≈ 60% (observed) 83.7 ± 0.7 87.5 ± 0.6 0.47 0.31 0.22
80% 82.6 ± 0.8 86.7 ± 0.7 0.51 0.35 0.14
90% 81.8 ± 0.9 86.0 ± 0.8 0.54 0.39 0.07
100% 80.9 ± 1.0 85.3 ± 0.9 0.58 0.42 0.00