For example, the Australian model was constructed using only male samples, whereas the new Spanish dataset included some female samples, which may have impaired predictions due to documented gender-related differences in the urine proteome . Moreover, the Spanish samples were derived from spot urine, which may not fully reflect the daily albumin excretion, potentially causing the model to rely on the qualitative composition of proteins.