Based on the SHAP summary plots for poor prognosis in AIS patients, the related features ranked from highest to lowest importance were NSE, HCY, S-100β, dysphagia, CRP and anticoagulation. The gene discussed is ENO2; the disease is androgen insensitivity syndrome.