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Machine learning for predicting macrophage activation syndrome in adult patients with Still's disease

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Background: Macrophage activation syndrome (MAS) secondary to Still's disease is a potentially fatal complication, associated with mortality rates exceeding 10%. Early identification is critical for survival but remains challeng... ...