The prediction model included male gender, fever, neck sore, neck lump, palpitations or sweating, laboratory findings (TSH, FT3, TPOAb, TgAb, Tg, Ct, CEA), and sonographic appearances (tumor number, site, size, margin, nodular echo texture, and shape of cervical lymph nodes). The gene discussed is TG; the disease is neoplasm.