Update pages/2_About.py

pages/2_About.py

@@ -21,7 +21,7 @@ st.markdown(f'<p class="title-text">{text}</p>', unsafe_allow_html=True)
 text = 'Please refer to our pre-print article for more information on the construction of feature vectors, statistical analysis of features, and machine learning models trained on ASCARIS representations to predict the effect of SAVs:'
 st.markdown(f'<p class="title-text">{text}</p>', unsafe_allow_html=True)
 
-st.markdown(f'<p class="title-text"></p><a href="https://www.biorxiv.org/content/10.1101/2022.11.03.514934v1">Cankara, F., & Dogan, T. (2022). ASCARIS: Positional Feature Annotation and Protein Structure-Based Representation of Single Amino Acid Variations. bioRxiv, 514934v1</a>', unsafe_allow_html=True)
+st.markdown(f'<p class="title-text"></p><a href="https://www.sciencedirect.com/science/article/pii/S200103702300329X">Cankara, F., & Doğan, T. (2023). ASCARIS: Positional feature annotation and protein structure-based representation of single amino acid variations. Computational and Structural Biotechnology Journal, 21, 4743-4758.</a>', unsafe_allow_html=True)
 st.write('')
 st.write('')