Determining the relevance of a sentence when compared to a specific document is essential for many different types of applications across various industries. In this post, we focus on a use case within the healthcare field to help determine the accuracy of information regarding patient health.
Frequently, during each patient visit, a new document is created with the information from the visit. This information often consists of a medical transcription that has been dictated by either the nurse or the physician. Such a document may contain a brief description statement (also known as a restatement) that explains the main details from that specific patient visit. In future visits, doctors may rely on previous visits’ restatements to quickly get an overview of the patient’s overall status. Such restatements may also be used during patient handoffs. However, this introduces the potential for errors to be made during patient handoffs to new medical

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