Systematic benchmarking of large Language models in programmed cell death-oriented gastric cancer research: a comparative analysis of DeepSeek‑V3, DeepSeek‑R1, and Claude 3.5 by Yuheng Li, Jiaqi Dong, Dongdong Liu, Yuqing Huang, Yan Jiang, Liangchao Chen, Qiming Gong

“…In “poor” responses, DeepSeek‑R1 corrected errors markedly, shifting to a “good” rating upon re-evaluation, while DeepSeek‑V3 improved only marginally. …”
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Transitioning from Analog to Digitalization of Essential Vaccination for Travellers through National Immunization Management System (NIMS) at the Points of Entry in Pakistan by Dr Nadia Noreen

“…It enhances data accuracy, reduces manual errors, and provides timely access to critical information for decision-making and issuance of digital certificates to passengers with achievement in terms of better validity, and reliability. …”
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COVID-19’s disruptions to daily life and pandemic fatigue during the pandemic in Chinese people: a moderated mediation effect of perceived stress and social support by Jie Zhuang, Qunhong Wu, Hongjiao Li, Xiyue Wang, Runzi Gu, Huan Liu, Baohua Liu, Yuexia Gao, Miaomiao Zhao

“…Of the 2112 initial participants, 88 invalid questionnaires were excluded due to missing key variables or logical errors, yielding 2024 valid samples included (efficiency rate of 95.8%). …”
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In vitro experiment and computational fluid dynamics simulation study on blood pump for total cavopulmonary connection circulation by Yong Wu, Tong Chen, Yunhan Cai, Shengzhang Wang, Shengzhang Wang, Shengzhang Wang, Haiyan Lu

“…The relative error for elevated central venous pressure was small, except for a few points. …”
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A national survey on community pharmacists’ perception, practice and perceived barriers towards pharmaceutical care services in the United Arab Emirates by Salma Mohamed, Subish Palaian, Muaed Alomar, Mohammad M. Al-Ahmad

“…Most of the CPs felt that patients’ medications should be reviewed by them to prevent medicine-related errors and promote the appropriate medication use [median (IQR) 5 (4–5)]. …”
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Tibiofemoral Joint Contact Force Estimation Based on OpenSim Musculoskeletal Modeling by WANG Xiaoling, JIAN Jiawei, XIE Qiurong, LIAN Zhanghui, GUO Chunming, GUO Jiemei, LI Yurong

“…The root mean square error of the estimated and measured peak contact force of the medial and lateral sides were 0.43±0.25 BW and 0.34±0.24 BW, and the errors at the time of peak contact force onset were 44.09±34.66 ms and 67.52±61.19 ms. …”
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Hodgkin lymphoma as a rare cause of complete atrioventricular block: a case report by Ekaterina A. Pravkina, Dmitry S. Sinitsyn, Polina S. Vikulova, Ilya B. Glukhovets, Sergei V. Subbotin

“…Advanced age, nonspecific symptoms, lack of suspicion for B symptoms, and the rarity of such a cause of atrioventricular block contributed to the delayed diagnosis. CONCLUSION: Oncologic vigilance among cardiologists regarding patients with atrioventricular block remains low, which may result in diagnostic errors and, in some cases, fatal outcomes. …”
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Optimising Physics-Informed Neural Network Solvers for Turbulence Modelling: A Study on Solver Constraints Against a Data-Driven Approach by William Fox, Bharath Sharma, Jianhua Chen, Marco Castellani, Daniel M. Espino

“…The efficacy of reduced-order models was shown using a continuity only model to accurately predict the flow fields within 0.147 and 2.6 percentage errors for streamwise and transverse velocities, respectively, and a modified mixing length model was used to show the effect of poor assumptions on the model, including poor convergence at the flow boundaries, despite a reduced solve time compared with a numerically closed equation set. …”
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A BERT-Based Classification Model: The Case of Russian Fairy Tales by Валерий Дмитриевич Соловьев, Марина Ивановна Солнышкина, Andrey Ten, Николай Аркадиевич Прокопьев

“…Thus, the achieved by AI classification accuracy is so high that it can compete with that of human expertise.    Conclusion: The findings highlight the importance of fine-tuning for classifying models. …”
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Investigating the Quality of Waiting Time and Visits of Patients Referring to Comprehensive Health Centers using the Structure, Process, and Outcome Standards: A Case Study of Nort... by Maysam Yousefi, Eshrati Ali Asghar, Andisheh Eslami, Milad Mehri, Anahita Behzadi

“…Physicians believe longer visits and reduced waiting times enhance prescriptions, patient satisfaction, and trust while decreasing errors and costs.Conclusion: The comparative analysis of the quality of waiting time and visit length using structural, process, and outcome standards in comprehensive health centers in Mashhad showed a desirable level of quality, which shows that the standards have been correctly established. …”
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A new deep learning model for predicting IMRT dose distributions for lung cancer with dose masks by Xuezhen Feng, Xuezhen Feng, Mingqing Wang, Xinyan Lin, Xinyan Lin, Can Li, Can Li, Yuxi Pan, Guoping Zuo, Ruijie Yang

“…In particular, the mean absolute error (MAE) of dosimetric metrics for most OARs fell below 2%, and voxel-wise MAE within each structure steadily decreased as more dose masks were supplied—most notably in low-dose regions. …”
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Reduced Quality of Life in Elderly Patients with Glaucoma by N. M. Agarkov, A. M. Chukhraev, O. L. Fabrikantov, N. V. Yablokova

“…In assessing the quality of life, arithmetic averages and their errors were calculated, and the nonparametric t-white criterion was used to determine the reliability of the differences.Results. …”
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Efficacy of toric intraocular lens implantation in individuals with cataracts and asymmetric corneal astigmatism by Jiezheng Xue, Anpeng Pan, Xu Shao, Xu Xu

“…A strong positive correlation was observed between the preoperative predicted spherical equivalent and the postoperative actual spherical equivalent (= 0.7682), with prediction errors for the spherical equivalent within ± 1.00 D in all cases. …”
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Advanced AI techniques for classifying Alzheimer’s disease and mild cognitive impairment by Sophie Tascedda, Sophie Tascedda, Sophie Tascedda, Pierfrancesco Sarti, Pierfrancesco Sarti, Veronica Rivi, Claudia Savia Guerrera, Giuseppe Alessio Platania, Mario Santagati, Filippo Caraci, Filippo Caraci, Johanna M. C. Blom, Johanna M. C. Blom

“…By deploying these advanced computational techniques, clinicians could see a reduction in diagnostic errors, facilitating earlier, more precise interventions, and likely to lead to significantly improved outcomes for patients.…”
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School-based eye health interventions for improving eye care and spectacles compliance in children in low- and middle-income countries: A scoping review by Gabriel Osei Anokye, Carlos Price-Sanchez, Ai Chee Yong, Majd Ali, Christopher Tate, Ronnie Graham, Ving Fai Chan

“…Background: School vision screening is a cost-effective approach to identifying eye conditions like uncorrected refractive errors among children in low- and middle-income countries (LMICs), but challenges with spectacle compliance, procurement, and follow-up persist. …”
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Experimental Study of the Kinematics of a Double-Row Planetary Mechanism Using Two Elliptical External Gears by A. A. Prikhodko, N. N. Belina, A. V. Novitskiy, M. M. Shchetinin

“…The confidence interval of measuring errors at a reliability level of 95% was 0.16±0.08° for the first version of the mechanism, 0.57±0.22° — for the second version, and 0.08±0.26° — for the third. …”
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Investigating Anxiety, Mobility, Disability and Proprioception in Adults with Mild Neck Pain: A Cross-Sectional Study by Pablo Mleziva, Eric Glenn Johnson, Everett B. Lohman, Madeha Jaber, Lillian Mleziva, Noha S. Daher

“…In addition, active range of motion and joint position errors were assessed in participants of both groups. …”
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Case Report: Surgical management and prognostic factors in primary anorectal melanoma: a retrospective analysis of nine cases by Xiangxiang Ren, Xiaoshi Jin, Tianhao Xie, Litao Liu, Qiang Wang, Xingli Sun, Meng Zhang

“…Six patients remained disease-free.ConclusionPrimary Anorectal malignant melanoma (pARMM) often presents with symptoms mimicking common benign anorectal conditions, leading to frequent diagnostic errors. …”
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Sentinel lymph node biopsy in patients with breast cancer. Experience in implementing at the regional level. Priority issues by A. Yu. Vorontsov, A. N. Volodin, M. A. Kurochkina, V. V. Radovskiy, T. V. Burova, S. V. Gamayunov

“…We also discuss organizational, tactical, and practical approaches aimed to minimize the number of errors in technical terms, as well as to choose a multidisciplinary approach to the development of regulations for the examination and treatment of patients with locally advanced breast cancer.Aim. …”
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Knowledge, Attitude, and Practice of Parents Regarding Children's Eye Care: A Cross-Sectional Study from Southwestern Saudi Arabia by Abdulaziz H. Alhazmi, Osama A. Mobarki, Rana A. Sumayli, Revan Abdulrahman Arishi, Fatimah N. Hakami, Naif A. Gharwi, Ehab F. Hakami, Ebrahim M. Abulqusim, Dhiyaa A. Otayf, Ismail Abuallut

“…Conclusion: The findings indicate that the majority of parents in Jazan are well-informed about children's eye care and recognise the importance of early eye examinations. …”
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