gse_id: The accession number of the dataset in the GEO database.
cell_type: The cell line type associated with the perturbation.
ctrl_ids: Accession numbers for the control group samples in the dataset.
pert_ids: Accession numbers for the experimental group samples in the dataset.
type: The type of perturbation, typically a drug, disease, or gene.
pert_name: The unique treatment condition that varies between the experimental group and the control group.
qc_results: The results of quality control performed based on three criteria.
reasons: Reasons provided by ChatGPT in case of quality control failure.