Update README.md

README.md

@@ -1,6 +1,22 @@
+---
+
+language: 
+  - py
+metrics:
+- f1
+
+---
+
+To use our fine-tuned BioBERT model to remove references to priors from radiology reports, run the following:
+
+```python
 from transformers import AutoTokenizer, AutoModelForTokenClassification
 
 modelname = "rajpurkarlab/biobert-finetuned-change-classification"
 tokenizer = AutoTokenizer.from_pretrained(modelname)
 model = AutoModelForTokenClassification.from_pretrained(modelname)
+```
+
+
+