docs: update citation

app.py

@@ -817,19 +817,22 @@ with gr.Blocks(
     gr.Markdown(
         value="""
 ```
-@article{eloff_kalogeropoulos_2025_instanovo,
-	title        = {InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments},
-	author       = {Kevin Eloff and Konstantinos Kalogeropoulos and Amandla Mabona and Oliver Morell and Rachel Catzel and
-                    Esperanza Rivera-de-Torre and Jakob Berg Jespersen and Wesley Williams and Sam P. B. van Beljouw and
-                    Marcin J. Skwark and Andreas Hougaard Laustsen and Stan J. J. Brouns and Anne Ljungars and Erwin M.
-                    Schoof and Jeroen Van Goey and Ulrich auf dem Keller and Karim Beguir and Nicolas Lopez Carranza and
-                    Timothy P. Jenkins},
+@article{Eloff2025,
+	title        = {InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale 
+                    proteomics experiments},
+	author       = {Eloff, Kevin and Kalogeropoulos, Konstantinos and Mabona, Amandla and Morell, 
+                    Oliver and Catzel, Rachel and Rivera-de-Torre, Esperanza and Berg Jespersen, 
+                    Jakob and Williams, Wesley and van Beljouw, Sam P. B. and Skwark, Marcin J. 
+                    and Laustsen, Andreas Hougaard and Brouns, Stan J. J. and Ljungars, 
+                    Anne and Schoof, Erwin M. and Van Goey, Jeroen and auf dem Keller, Ulrich and 
+                    Beguir, Karim and Lopez Carranza, Nicolas and Jenkins, Timothy P.},
 	year         = 2025,
 	month        = {Mar},
 	day          = 31,
 	journal      = {Nature Machine Intelligence},
 	doi          = {10.1038/s42256-025-01019-5},
-	url          = {https://www.nature.com/articles/s42256-025-01019-5}
+	issn         = {2522-5839},
+	url          = {https://doi.org/10.1038/s42256-025-01019-5}
 }
 ```
 """,