I'm not sure that this would be as useful as one might think at face value. When you stretch out the training corpus like that you're going to have more noise/inaccuracies/refuted facts then you will have correct information.

It's also unclear how useful full scientific articles are, Microsoft/PubMedBERT interestingly showed PMC abstracts was better than full text.