Update README.md

README.md

@@ -6,18 +6,18 @@ tags:
 - toxicology
 pretty_name: AttentiveSkin
 dataset_summary: >-
- They compiled GHS dataset comprising 731 Corrostion, 1283 Irritation, and 1205 Negative samples 
+ Compiled GHS dataset comprising 731 Corrostion, 1283 Irritation, and 1205 Negative samples 
  from 6 governmental databases and 2 external datasets.
 citation: >-
   @article{,
-    author = {Zejun Huang, Shang Lou, Haoqiang Wang, Weihua Li, Guixia Liu, and Yun Tang},
+    author = {Zejun Huang and Shang Lou and Haoqiang Wang and Weihua Li and Guixia Liu, and Yun Tang},
     doi = {10.1021/acs.chemrestox.3c00332},
     journal = {Journal of Chemical Information and Modeling},
     number = {2},
     title = {AttentiveSkin: To Predict Skin Corrosion/Irritation Potentials of Chemicals via Explainable Machine Learning Methods},
     volume = {37},
     year = {2024},
-    url = {https://pubs.acs.org/doi/10.1021/acs.chemrestox.3c00332?ref=pdf},
+    url = {https://pubs.acs.org/doi/10.1021/acs.chemrestox.3c00332},
     publisher = {ACS publications}
   }
 size_categories: