I am assuming you have followed the previous tutorials in this short series on how to manipulate Pubmed references using Python (1, 2, 3, 4, 5). We have cleaned the references and had a user select the references that are to be kept. These files are now located in refs_keep.txt. The last thing that we have to do is extract