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Lingjuan Li Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Jing Qin Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Lin Ren Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Shiyuan Xiang Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Xiaoyun Cao Department of Neurosurgery, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China
National Center for Neurological Disorders, Shanghai, China
Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
Neurosurgical Institute of Fudan University, Shanghai, China
Shanghai Key Laboratory of Medical Brain Function and Restoration and Neural Regeneration, Fudan University, Shanghai, China

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Xianglan Zheng Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Zhiwen Yin Department of Nursing, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China

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Nidan Qiao Department of Neurosurgery, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China
National Center for Neurological Disorders, Shanghai, China
Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
Neurosurgical Institute of Fudan University, Shanghai, China
Shanghai Key Laboratory of Medical Brain Function and Restoration and Neural Regeneration, Fudan University, Shanghai, China

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characteristics and model outcomes. We developed a nomogram that allows interaction to explore the impact of risk factors and their combinations on outcomes. The choice of variables for the nomogram was based on essential features ranked according to feature

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