(19) employed ML algorithms, incorporating 19 features such as age, baseline LH, baseline FSH, insulin-like growth factor-1 (IGF-1), growth hormone (GH), etc., to construct a predictive model for CPP diagnosis. The gene discussed is BRD2; the disease is central precocious puberty.