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. 2024 Jan 11;2023:884–893.

Table 3:

Performance comparison on patient-trial matching task

Model Sensitive attribute: Race Sensitive attribute: Gender
Acc. F1 DP EO Acc. F1 DP EO
Baseline 0.8685 0.9296 0.0279 0.0279 0.8685 0.9296 0.0198 0.0198
Baseline w/ ALC 0.7088 0.7935 0.0125 0.0125 0.7106 0.7792 0.0106 0.0106
FairPM 0.8008 0.8894 0.0084 0.0084 0.8327 0.9087 0.0095 0.0095