As 2024 begins we reflect on the achievements our team made in 2023 to meet your needs as users. The team’s efforts were concentrated on building trust in preprints, open sourcing code, as well as expanding and improving text-mining capabilities. Preprint highlights

[It’s always frustrating to hit a paywall when you stumble across an exciting article.]{style=“font-family: "arial"; font-size: 11pt; vertical-align: baseline; white-space: pre-wrap;”} [Until recently, for many of us the only legal way of getting hold of the publication was to purchase the paper in question. But that is no longer the case for millions of scientific publications thanks to ]{style=“font-family: "arial"; font-size: 11pt;

[What happens when you cite someone’s research?]{style=“color: #434343; font-family: "arial"; font-size: 14pt; font-weight: 400; vertical-align: baseline; white-space: pre-wrap;”} [As you write a research publication you include references to the work of your fellow researchers.

[Manual curation is vital for maintaining quality information in biological databases. However, with the exponential growth in biological data this approach is both challenging and time consuming. We wanted to create a scalable and sustainable process which could complement manual curation.  ]{style=“color: #494949; font-family: "open sans" , "helvetica neue" , "helvetica" , "arial" , sans-serif;”}[ ]{style=“color: #494949;

[Europe PMC has added protein and chemical structures from Protein Data Bank (PDB) and ChEBI via the BioEntities tab.]{style=“font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;”} [ ]{style=“font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;”} [There are some amazing examples in this paper, which was a collaboration between scientists in America, the Netherlands and UK:]{style=“font-family: "helvetica neue" ,

[In an exciting new development, Europe PMC now provides direct links from articles to relevant externally held information, and enables third parties to suggest relevant resources that enrich our existing content.]{style=“font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;”} []{style=“font-family: "helvetica neue" , "arial" , "helvetica" , sans-serif;”} [The ]{style=“font-family: "helvetica neue" , "arial" , "helvetica" ,