Merge pull request #8 from NanoNLP/development

Development

README.md

@@ -15,7 +15,7 @@ MedaCy is a text processing and learning framework built over [spaCy](https://sp
 
 ## :thought_balloon: Where to ask questions
 
-MedaCy actively maintained by  [@AndriyMulyar](https://github.com/AndriyMulyar)
+MedaCy is actively maintained by  [@AndriyMulyar](https://github.com/AndriyMulyar)
 and [@CoreySutphin](https://github.com/CoreySutphin). The best way to
 receive immediate responses to any questions is to raise an issue. See how to formulate a good issue or feature request in the [Contribution Guide](/CONTRIBUTING.md).
 

examples/models/clinical_notes_model.md

@@ -16,3 +16,14 @@ medaCy comes equipped with a powerful model for entity extraction from clinical
                       ------------------------------------------------
      Overall (micro)  0.7905  0.7137  0.7502    0.9243  0.8235  0.8710
      Overall (macro)  0.7786  0.6981  0.7343    0.9152  0.8099  0.8569
+| Entities | Strict | Lenient |
+| :-------: | :----------------: |:-------------:|
+|Drug| | |  |
+|Strength|  |  |
+|Duration | |  |
+|Route | |  |
+|Form | |  |
+|ADE | |  |
+|Dosage | |  |
+|Reason | |  |
+|Frequency | |  |