- Level of detail = description of context and performance
- Suggestion for "improvement" given
- "written" feedback
- Link 
- How specific was the evaluator in describing the behavior? => exact language of Q1
- get rid of overall model just use component model 
- get rid of true comments

- Medical education requires high-quality *written* feedback, but evaluating these *supervisor narrative comments* is time-consuming. The QuAL score has validity evidence for measuring the quality of short comments in  this context. We developed a NLP/ML-powered tool to assess written comment quality via the QuAL score with high accuracy. Try it for yourself!
 
- include confidence bar

- change out to formal descriptions

# Paper
- zotero refs
- methods comments
- flowchart figure
- final word clouds
- add within-1 accuracy numbers