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. 2022 Aug 30;10(8):e37862. doi: 10.2196/37862

Table 1.

Neighbor terms to “colonoscopy” and similarity scores.

Terma Similarity score Rank
“suprep” 0.9722890 1
“peg” 0.9519246 2
“sutab” 0.9513488 3
“plenvu” 0.9504289 4
“glycol” 0.9498276 5
“miralax” 0.9449067 6
“rectal” 0.9435940 7
“cleanse” 0.9422708 8
“cologuard” 0.9421358 9
“colorectal” 0.9403084 10

aNeighbor terms are terms with the most semantic similarity (with corresponding high similarity scores or low ranks) to “colonoscopy” based on YouTube video data. Score refers to the cosine similarity metric between word embeddings (ie, terms) in a multidimensional vector space.