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Abstract This retrospective case-control study was performed to investigate the associations between serum soluble human leukocyte antigen-G (sHLA-G) concentrations and clinicopathological parameters in patients with endometrial cancer (EC). Between September 2022 and July 2025, EC patients who underwent hysteroscopy or surgical staging at the Department of Obstetrics and Gynecology, Kiang Wu Hospital were enrolled as the case group.
The gating mechanism in the GRU unit consists of two dynamic gates (Fig 4): the reset gate and the update gate . The computation of these gates involves the input data , the hidden state of the previous time step , and the corresponding weight matrices and bias terms. Specifically, the matrix expression of the gating mechanism is as follows (4)~(5) [19,20]: (4)(5) where , , , are weight matrices, , are bias terms, and represents the sigmoid activation function.
4.1. Examination of Price Elasticity under Income Differences Income is an essential factor that affects residents’ electricity consumption. With the change in income distribution, household electricity consumption at different income levels shows significant differences. For example, He and Reiner (2016) [] used CFPS data to measure the electricity demand of Chinese households. They found that when income reached a certain level, household electricity consumption would increase with income.
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