Comparison chart of model evaluation results. by Ke Yan (331581)

“…On the other hand, taking English writing teaching as an example, the proposed method is further verified by designing a comparative experiment in groups. The results show that: (1) From the experimental data of word sense disambiguation, the accuracy of the SMOSS-LSTM model proposed in this paper is the lowest when the context range is "3+3", then it rises in turn at "5+5" and "7+7", reaches the highest at "7+7", and then begins to decrease at "10+10"; (2) Compared with the control group, the accuracy of syntactic analysis in the experimental group reached 89.5%, while that in the control group was only 73.2%. (3) In the aspect of English text error detection, the detection accuracy of the proposed model in the experimental group is as high as 94.8%, which is significantly better than the traditional SMOSS-based text error detection method, and its accuracy is only 68.3%. (4) Compared with other existing researches, although it is slightly inferior to Bidirectional Encoder Representations from Transformers (BERT) in word sense disambiguation, this proposed model performs well in syntactic analysis and English text error detection, and its comprehensive performance is excellent. …”

Model performance evaluation results. by Ke Yan (331581)

“…On the other hand, taking English writing teaching as an example, the proposed method is further verified by designing a comparative experiment in groups. The results show that: (1) From the experimental data of word sense disambiguation, the accuracy of the SMOSS-LSTM model proposed in this paper is the lowest when the context range is "3+3", then it rises in turn at "5+5" and "7+7", reaches the highest at "7+7", and then begins to decrease at "10+10"; (2) Compared with the control group, the accuracy of syntactic analysis in the experimental group reached 89.5%, while that in the control group was only 73.2%. (3) In the aspect of English text error detection, the detection accuracy of the proposed model in the experimental group is as high as 94.8%, which is significantly better than the traditional SMOSS-based text error detection method, and its accuracy is only 68.3%. (4) Compared with other existing researches, although it is slightly inferior to Bidirectional Encoder Representations from Transformers (BERT) in word sense disambiguation, this proposed model performs well in syntactic analysis and English text error detection, and its comprehensive performance is excellent. …”

The result compared with other existing methods. by Ke Yan (331581)

“…On the other hand, taking English writing teaching as an example, the proposed method is further verified by designing a comparative experiment in groups. The results show that: (1) From the experimental data of word sense disambiguation, the accuracy of the SMOSS-LSTM model proposed in this paper is the lowest when the context range is "3+3", then it rises in turn at "5+5" and "7+7", reaches the highest at "7+7", and then begins to decrease at "10+10"; (2) Compared with the control group, the accuracy of syntactic analysis in the experimental group reached 89.5%, while that in the control group was only 73.2%. (3) In the aspect of English text error detection, the detection accuracy of the proposed model in the experimental group is as high as 94.8%, which is significantly better than the traditional SMOSS-based text error detection method, and its accuracy is only 68.3%. (4) Compared with other existing researches, although it is slightly inferior to Bidirectional Encoder Representations from Transformers (BERT) in word sense disambiguation, this proposed model performs well in syntactic analysis and English text error detection, and its comprehensive performance is excellent. …”

Effects of extracorporeal shock wave therapy on motor function in patients with cerebral palsy: a systematic review and meta-analysis by Hui-Hui Peng (21503736)

“…In addition, spasticity significantly decreases, particularly with focused ESWT or ESWT targeting the upper limbs.…”

Data Sheet 1_Efficacy and safety of dietary polyphenol supplements for COPD: a systematic review and meta-analysis.zip by Dongsheng Wu (2469307)

“…</p>Results<p>The randomized controlled trials (RCTs) included in this review examined dietary supplementation with eight polyphenols—curcumin, resveratrol, anthocyanins, quercetin, salidroside, dietary beetroot juice, pomegranate juice, and adjunctive oral AKL1 treatment—across a total of 894 participants. This systematic review and meta-analysis revealed that, compared to a placebo; ① Curcumin significantly reduced systolic blood pressure (SBP) and improved FEV1(SMD=-0.82, 95%CI -1.53 to -0.11); ② Salidroside was effective in reducing thrombotic markers (TT, D-D), inflammatory factors (TNF-α) and symptom scores (CAT) (p<0.01); ③ Resveratrol significantly downregulates serum TNF-α and IL-8 levels (p=0.003); ④ Anthocyanins may accelerate lung function decline (decreased FEV1/FVC, which needs to be interpreted with caution); ⑤ Other polyphenols (quercetin, pomegranate juice, AKL1, etc.) did not show significant efficacy or insufficient evidence. …”

Supplementary Material for: Early initiation of icodextrin reduces peritoneal dialysis-associated peritonitis risk: a retrospective cohort study by Mitsuno R. (20394647)

“…The early use of ICO remained significantly associated with decreased incidence of both peritonitis and TI (hazards ratio [HR], 0.19; 95% confidence interval [CI], 0.06–0.69 and HR, 0.10; 95% CI, 0.01–0.78, respectively) using Cox regression analysis adjusted for potential confounders. …”

Table 1_Tetramethylpyrazine and renal ischemia-reperfusion injury: a systematic review and meta-analysis of preclinical studies.docx by Zhongmei Fu (11869694)

Image 1_Practical utility of meropenem therapeutic drug monitoring: a systematic review of evidence for clinical application.pdf by Yi-Chang Zhao (14080107)

“…Adverse reactions showed a non-significant reduction (RR = 0.65; 95% CI: 0.38–1.11). …”

Image 1_Tetramethylpyrazine and renal ischemia-reperfusion injury: a systematic review and meta-analysis of preclinical studies.pdf by Zhongmei Fu (11869694)

Image 2_Practical utility of meropenem therapeutic drug monitoring: a systematic review of evidence for clinical application.pdf by Yi-Chang Zhao (14080107)

“…Adverse reactions showed a non-significant reduction (RR = 0.65; 95% CI: 0.38–1.11). …”

S1 Data - by Sunday O. Ochai (12083153)

“…Anthrax cases in 1990 were concentrated in the central and northern regions of KNP(excluding Pafuri), primarily affected kudus; while subsequent mortalities affected mostly impala and were restricted to the far north, in Pafuri. Significant correlations were found between kudu anthrax mortality and a decrease in NDVI, average temperature, SPI-6 and SPI-12 (Standardised Precipitation Index in various time intervals. …”

S1 File - by Kathleen Kristensen (17525457)

“…., participant reported difficulty in accessing syringes and naloxone) among PWID participating in a longitudinal study conducted through the University of Illinois-Chicago’s Community Outreach Intervention Projects field sites during the COVID-19 pandemic.…”

Chicago COVID-19 mitigation policy timeline. by Kathleen Kristensen (17525457)

“…., participant reported difficulty in accessing syringes and naloxone) among PWID participating in a longitudinal study conducted through the University of Illinois-Chicago’s Community Outreach Intervention Projects field sites during the COVID-19 pandemic.…”

<i>TcPiezo-CKO</i> responses to hypoosmotic stress. by Guozhong Huang (673424)

“…(D) Tet-induced <i>TcPiezo2 Tet-OFF</i> cells (+Tet) had a significant decrease of intracellular Ca²⁺ rise, compared to non-induced cells (-Tet). 100 µ M EGTA was added to remove extracellular Ca^2<i>+</i>, abolishing Ca²⁺ entry, as indicated. …”

Table 1_Overcoming tet(X)-harboring tigecycline resistance: a study on the efficacy of tigecycline-apramycin combinations.docx by Juan Liu (6492)

“…Introduction<p>The emergence of the wide variety of novel tigecycline resistance tet(X) variants, including tet(X3), tet(X4), tet(X5), and tet(X6), has raised a serious threat to global public health and posed a significant challenge to the clinical treatment of multidrug-resistant bacterial infections.…”

Data Sheet 1_A distal regulatory element regulates Wx gene expression and the amylose content in rice.pdf by Qingqing Yang (1628146)

“…However, no significant difference in amylose content was observed between wild-type plants and Wx^a-cre mutants which carried the Wx^a allele. …”

Video 2_Takotsubo syndrome following mitral transcatheter edge-to-edge repair: a case report and literature review.mp4 by Si Pang (5959094)

“…Despite the procedural success, multi-lead T-wave inversions and a 43% decrease in ejection fraction accompanied by new apical hypokinesis were noted postoperatively. …”

Video 1_Takotsubo syndrome following mitral transcatheter edge-to-edge repair: a case report and literature review.mp4 by Si Pang (5959094)

“…Despite the procedural success, multi-lead T-wave inversions and a 43% decrease in ejection fraction accompanied by new apical hypokinesis were noted postoperatively. …”

Video 3_Takotsubo syndrome following mitral transcatheter edge-to-edge repair: a case report and literature review.mp4 by Si Pang (5959094)

“…Despite the procedural success, multi-lead T-wave inversions and a 43% decrease in ejection fraction accompanied by new apical hypokinesis were noted postoperatively. …”

DataSheet1_Hepatic and pulmonary macrophage activity in a mucosal challenge model of Ebola virus disease.zip by Timothy G. Wanninger (20296455)

“…Hepatic macrophages also showed differential expression of gene sets related to monocyte/macrophage differentiation, antigen presentation, and T cell activation, which were associated with decreased MHC-II allele expression. Moreover, hepatic macrophages had enriched expression of genes and proteins targetable with known immunomodulatory therapeutics, including S100A9, IDO1, and CTLA-4. …”