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phase3/table3_new_comparison.csv
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Method,AUC-ROC,ECE,F1,Interp. (1-5),Role
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LR-CHI (PRIMARY ★),0.8748 ± 0.0167,0.0937 ± 0.0167,0.8297 ± 0.0205,4 ✓,Operational score for CHI
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C(t) scalar (companion),0.8358 ± 0.0168,0.1551 ± 0.0179,0.8493 ± 0.0052,5 ✓,Explainability companion
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SAS-only baseline,0.8095 ± 0.0245,0.0942 ± 0.0199,0.8521 ± 0.0099,5 ✓,Ablation baseline
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