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Table 1 Selected examples of semantic search queries and results of their top 2 similar sentences

From: Advancing medical affair capabilities and insight generation through machine learning techniques

Query: “How do I measure SprayX?”

 

Result 1: Instruction for SprayX say not to use more than 15 g/day. How can I measure the amount with this type of formulation? Apparently patient purchased product recently

Result 2: How can I measure a dose of 15 g?

Query: “Stability of repackaged OintmentY”

Result 1: How long is Ointment Y good for? Meaning shelf lifetime and time once opened?

Result 2: What is the shelf life of Ointment Y once it has been opened?

Query: “Big Bumps”

Result 1: PSP reported patient experienced swelling in legs

Result 2: PV Case report from ***-redness around his injection sites-looks like a wasp bite