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.