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  1. 7381

    Mortality risk prediction model in AIDS patients with pneumocystis pneumonia in China by Xi Wang, Letian Liu, Wen Wang, Yang Zhang, Hui Chen, Zhangli Wang, Jianwei Li, Yue Gao, Yanqun Huang, Lijun Sun, Tong Zhang, Aixin Li

    Published 2025-02-01
    “…The Shapley Additive exPlanation (SHAP) method was applied to explain the final model and the weights of features.ResultsThe overall mortality rate among hospitalized patients was 17.8%. We found that the best prediction effect can be obtained when ALB, PO2, TBIL, LDH, CD4+ T lymphocyte counts are incorporated into the PCP risk prediction model. …”
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  2. 7382

    Constructing a machine learning model for systemic infection after kidney stone surgery based on CT values by Jiaxin Li, Yao Du, Gaoming Huang, Yawei Huang, Xiaoqing Xi, Zhenfeng Ye

    Published 2025-02-01
    “…Among the 833 patients, 126 (15.1%) developed SIRS postoperatively. All five machine learning models demonstrated strong discrimination on the validation set (AUC: 0.690–0.858). …”
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    A knowledge graph for crop diseases and pests in China by Rongen Yan, Ping An, Xianghao Meng, Yakun Li, Dongmei Li, Fu Xu, Depeng Dang

    Published 2025-02-01
    “…CropDP-KG covers relevant information on crop diseases and pests in China, featuring 8 primary entities such as diseases, symptoms, and crops, and is organized into 7 relationships such as primary occurrence locations, affected parts and suitable temperature. …”
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    Cervical cancer burden and attributable risk factors across different age and regions from 1990 to 2021 and future burden prediction: results from the global burden of disease stud... by Lu-yao Cheng, Ji-qi Zhao, Ting-ting Zou, Zhong-hua Xu, Yin Lv

    Published 2025-02-01
    “…Between 1990 and 2021, the global ASDR decreased from 9.68 to 6.62 per 100,000, and the rate of age-standardized DALYs decreased from 330.11 to 226.28 per 100,000. …”
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    Evaluating the effectiveness of conservation priorities in mitigating agricultural threats to China’s vertebrates by Can Yang, Geli Zhang, Xi Zhang, Yuzhe Li, Zhichao Li, Qinghao Wang, Jinwei Dong

    Published 2025-02-01
    “…Importantly, many of these risk spots are not covered by CPs, revealing a significant gap of 1.2 × 105 km2, primarily in the Middle-Lower Yangtze Plain (3.6 × 105 km2) and Southwest China (3.5 × 105 km2). …”
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    Causal relationship between educational attainment and the occurrence of venous thromboembolism by Sitong Guo, Sitao Tan, Shiran Qin, Dandan Xu, Henghai Su, Xiaoyu Chen

    Published 2025-02-01
    “…Results Genetically predicted decreased EA was associated with a decreased risk of VTE in both the FinnGen consortium and UK Biobank (FinnGen-VTE: OR = 0.848; 95% CI 0.776—0.927; P = 2.84 × 10–4; UKB-VTE OR = 0.996; 95% CI 0.994—0.999; P = 0.008) under a multiplicative random-effects IVW model. …”
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