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. Author manuscript; available in PMC: 2022 May 1.
Published in final edited form as: Nurs Outlook. 2020 Dec 29;69(3):435–446. doi: 10.1016/j.outlook.2020.12.007

Table 3 –

Natural Language Processing System Accuracy in Identifying Symptoms

Recall Precision F-measure
Sleep disturbance 0.86 0.94 0.90
Fatigue 0.92 0.95 0.93
Depressed mood 0.79 0.80 0.80
Anxiety 0.92 0.89 0.90
Poor well-being 0.81 0.80 0.81
Cognitive disturbance 0.91 0.94 0.93
Pain 0.91 0.80 0.84
Overall 0.87 0.87 0.87