Scispacy for biomedical named entitiy recognition(NER)

How to label entities using scispacy?

When I tried to perform NER using scispacy, it identified the biomedical entities by labeling them as Entity but failed to label them as gene/protein, etc.. So how do I do that using scispacy? Or is scispacy not capable of labeling data? The image is attached for reference: jupyter notebook snippet

The models en_core_sci_sm, en_core_sci_md and en_core_sci_lg do not name their entities. If you want labeled entities use the models

• en_ner_craft_md
• en_ner_jnlpba_md
• en_ner_bc5cdr_md
• en_ner_bionlp13cg_md

each of which has its own type of entities see:-

https://allenai.github.io/scispacy/

for more information