ALB and neoplasm: Notably, beyond these classical risk factors, our research also identified several risk factors particularly relevant for dMMR by adopting multiple ML methods; these factors included a larger tumor volume; lower HB level, albumin level, lymphocyte ratio, and eosinophil ratio; and higher platelet count, globulin level, NLR, and CA125 level.