Identifying the suicidal ideation risk group among older adults in rural areas: Developing a predictive model using machine learning methods.

Applying this model may help to prevent geriatric suicide because the nursing staff will have a greater awareness regarding the suicide ideation risk of older adults, thereby reducing the possibility of their suicide.