Development of machine learning and nomogram models to predict lung metastasis and prognosticate survival in breast cancer

This study identified key risk factors for BCLM and developed prediction and prognosis models that may assist population-level risk stratification. However, given the rare-event nature of lung metastasis, the prediction model should be interpreted cautiously and is more suitable for risk assessment rather than individual-level screening or diagnostic replacement.