Overview of Related Work. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Parameter Settings. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Comparison with Advanced Models. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Overall Model Architecture. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Baseline Transformer model configuration. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Comparison Results on CoNLL-2014 Dataset. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Table 1_Evaluating the prognostic relevance of neutrophil-to-lymphocyte ratio in cervical cancer: a systematic review and meta-analysis.docx حسب Xieyan Zhuang (20467625)

"…</p>Conclusion<p>An elevated NLR prior to treatment demonstrates a strong association with decreased OS and PFS among patients with cervical cancer, underscoring the significance of NLR as a prognostic marker within this population.…"

Supplementary file 1_Efficacy of Xiaoyao-san preparations in treating Hashimoto’s thyroiditis: a meta-analysis and systematic review.zip حسب Chengna Wang (21535973)

"…Meta-analysis demonstrated that XYS preparations significantly reduced TPOAb levels [SMD = −0.74, 95% CI (−1.02, −0.46), p < 0.00001]. …"

Table1_Protective effect of gut microbiota restored by fecal microbiota transplantation in a sepsis model in juvenile mice.docx حسب Young Joo Han (16662243)

"…In the ABX group, the concentrations of interleukin-1β (IL-1β), IL-2, IL-6, IL-10, granulocyte macrophage colony-stimulating factor, tumor necrosis factor-α, and C-X-C motif chemokine ligand 1 increased more rapidly and to a higher degree compared to other groups. …"

Supplementary file 1_Protective effects and mechanism of resveratrol in animal models of pulmonary fibrosis: a preclinical systematic review and meta-analysis.docx حسب Yajie Yin (10115902)

"…Meta-analysis of selected outcome measures showed: 1. Improved fibrosis: significant reduction in pulmonary fibrosis score (SMD = −2.30, 95% CI [−2.80, −1.79], p < 0.00001, I² = 76%) and decreased Hyp content (SMD = −2.16, 95% CI [−2.69, −1.63], p < 0.00001, I² = 85%); 2. …"

Video 1_Efficacy of P62-expressing plasmid in treatment of canine osteoarthritis pain: a pilot study.mp4 حسب Vladimir Gabai (38129)

"…Overall, the treatment success rate (i.e., a reduction ≥1 in PSS and ≥ 2 in PIS) was 90%. …"

Data Sheet 1_Plasma testosterone concentration is correlated with circulating immune cell abundance in transgender young people on gender-affirming hormone treatment.pdf حسب Alice A. White (21695726)

Table 1_The real-world safety of Nivolumab: a pharmacovigilance analysis based on the FDA adverse event reporting system.docx حسب Yutong Wu (3130584)

"…Background<p>Nivolumab, a human immunoglobulin IgG4 monoclonal antibody targeting PD-1 receptor, received initial FDA approval in 2014 for treating unresectable or metastatic malignant melanoma (MM), followed by approval for metastatic squamous and non-squamous non-small cell lung cancer (NSCLC) in 2015. …"

Data_Sheet_1_MakC and MakD are two proteins associated with a tripartite toxin of Vibrio cholerae.pdf حسب Nandita Bodra (19793703)

Table 1_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.xlsx حسب Didar Murad (12220805)

"…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …"

Table 1_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.xlsx حسب Didar Murad (12220805)

"…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …"

Supplementary file 1_Metabolic insights into hypoxia adaptation in adolescent athletes at different altitudes: a cross-sectional study.docx حسب Carlos A. R. Sánchez (21288050)

Table1_Causal relationship between plasma lipidome and four types of pancreatitis: a bidirectional Mendelian randomization study.xlsx حسب Runzhou Ma (19758996)

"…</p>Results<p>After FDR correction, SE (27:1/20:4) (OR = 0.938, 95%CI = 0.906-0.972, P = 4.38 × 10^-4, PFDR = 0.039) was identified to be significantly associated with AP risk. …"

Table 1_Bioelectrical impedance vector analysis in older adults: reference standards from a cross-sectional study.docx حسب Francesco Campa (20997323)

"…The mean bioelectrical vector for older adults differed from the references in the literature, showing a moderate magnitude relative to Piccoli’s original BIVA references (men: D² = 0.6; women: D² = 0.5) and a larger magnitude compared to the adult standards (men: D² = 1.7; women: D² = 1.8).…"

Data Sheet 1_Extracorporeal photopheresis as induction therapy in lung transplantation for cystic fibrosis: a pilot randomized trial.docx حسب Ilaria Righi (10198817)

"…Exploratory endpoint analyses revealed significant decreases in pro-inflammatory cytokines, degranulating CD8⁺ T lymphocytes, and NK cells in the treatment group. …"