The third model selected in this study analyzed the progression of skin involvement in PsV by incorporating all available features, including several binary features newly created from multiclass features such as obesity, depression, hypertension, and TNF-α–targeting therapy (Multimedia Appendix 3). The gene discussed is TNF; the disease is obesity due to melanocortin 4 receptor deficiency.