BioModel Discussion Issue for eos3ev6

[Zainab-ik]

Summary !!!

• BioModel Name: Gonzalez2021 - QSAR Model for CYP3A4 Inhibition and Catalysis

• BioModel Tag: fair AIML, Machine learning model

• Metadata Comments:

  1. Two models were built; a DNN based model and a Stratified Bagging Random Classifier. DNN is best while the SB is next, however, the SB was chosen as default due to accessibility. Does DNN classify as a metadata?

• Contributor:

roles	Names
Curator	@Zainab-ik
Code contributor	@ZakiaYahya
Reviewer	@GemmaTuron

• Curation status : manually curated

• Annotation file: here

[GemmaTuron]

Hi @Zainab-ik,

I've reviewed the annotation, here my questions:

• why is CYP3A4 an "occursIn " property and CYP450 Family a HasProperty field? Wouldn't they be the same?
• Total clearance may be confusing, as this is not a clearance model specifically

[Zainab-ik]

Hi @Zainab-ik,

I've reviewed the annotation, here my questions:

• why is CYP3A4 an "occursIn " property and CYP450 Family a HasProperty field? Wouldn't they be the same?

I used that because CYP3A4 is a more specific enzyme and CYP450 is a general one and that would be like a property. However, I've asked Sheriff for confirmation regarding that.

• Total clearance may be confusing, as this is not a clearance model specifically

I've reviewed the annotation and updated it.