Table 2 Top 5 substance use-specific stigmatizing language

From: Detecting stigmatizing language in clinical notes with large language models for addiction care

Terms

Note Frequency

“etoh abuse”

16,630 (21.56%)

“alcohol abuse”

11,848 (15.36%)

“alcoholic cirrhosis”

4799 (6.22%)

“alcoholism”

3925 (5.09%)

“polysubstance abuse”

3,672 (4.76%)

  1. Top 5 substance use-specific stigmatizing language from post-selected and labeled MIMIC-III data17 (Train, Test, and Validation sets combined). Note frequency is how many clinical notes this term was identified in. Some of these terms can be from the same note but are considered a unique tally in the frequency count.
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