Xue Wang, Hongyue Yang, Xiaoling Zhang, Qi Fan
The effect of nursing intervention on self-care self-efficacy and genes related to anxiety in patients with bone marrow transplantation
Cellular and molecular biology (Noisy-le-Grand, France)
objectives suicide risk elevated lesbian gay bisexual transgender lgbt individuals limited data lgbt status healthcare systems hinder understanding risk study used natural language processing extract lgbt status deep neural network dnn examine suicidal death risk factors among us veterans methods data 88 million veterans visits 2010 2017 used casecontrol study performed suicide death risk analyzed dnn feature impacts interactions outcome evaluated results crude suicide mortality rate higher lgbt patients however adjusting 200 risk protective factors known lgbt status associated reduced risk compared lgbtunknown status among lgbt patients black female married older veterans higher risk veterans various religions lower risk conclusion results suggest disclosed lgbt status directly associated increase suicide death risk however factors eg depression anxiety caused stigma associated suicide death risks