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. 2024 Jan 11;2023:884–893.

Table 2:

Performance comparison on patient-criteria matching task

Model Sensitive attribute: Race Sensitive attribute: Gender
Acc. F1 DP EO Acc. F1 DP EO
Baseline 0.9595 0.9702 0.0301 0.0251 0.9595 0.9702 0.0216 0.0093
Baseline w/ ALC 0.8294 0.8839 0.0112 0.0248 0.8142 0.8642 0.0095 0.0010
FairPM 0.9130 0.9360 0.0001 0.0111 0.9299 0.9490 0.0093 0.0011