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Table 8 Two-fold relevancy prediction in terms of WSS@95% on OHAT and CAMARADES systematic review collections

From: Improving reference prioritisation with PICO recognition

 [95]LRPICOΔ
PFOA/PFOS and Immunotoxicity80.584.0*84.60.7
Bisphenol A (BPA) and Obesity75.277.9*78.60.8
Transgenerational Inheritance of Health Effects71.4*74.3*74.30.0
Fluoride and Neurotoxicity in Animal Models87.089.3*89.40.1
Neuropathic Pain*69.164.364.1-0.1
Average76.677.978.20.3
  1. Δindicates the change between adding the PICO features to the baseline logistic regression classifier (LR)
  2. *indicate best performance per review