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. 2021 Jan 25;2020:638–647.

Table 5.

Examples where the method incorrectly mapped the concepts in the phrases to ICD-10-CM categories.

Phrase Predicted Output Labels
“hypothyroidism” “E03” “E05.90”
“sextually transmitted diseases” “A50” “Z30.90”, “A64”, “Z00.00”
“right shoulder pain” “M25” “S43.51XA”, “S46.811A”,
“Z98.890”, “X50.1XXA”,
“Y93.89”, “Y92.234”
“acute right-sided low back pain with sciatica presence” - “M54.4”