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. Author manuscript; available in PMC: 2022 Aug 16.
Published in final edited form as: J Biomed Inform. 2022 Jul 8;132:104139. doi: 10.1016/j.jbi.2022.104139

Table B.4.

Micro F-1s on the MIMIC-III assertion dataset.

Model Discharge summaries Nursing letters Physician letters Radiology reports
Logistic Regression 0.865 0.820 0.805 0.837
NegEx [5] 0.877 0.915 0.783 0.767
RadText [35] 0.813 0.844 0.799 0.822
BERT model [4] 0.926 0.970 0.911 0.912
Prompt model 0.927 0.967 0.882 0.927
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