Scandinavia in Lithuanian Diplomacy in 1915-1917 by Sandra Grigaravičiūtė

“…Scandinavia in 1917 meant to Lithuania the possibility to choose between the West-East and North-South geopolitical axis, and the orientation of Lithuania to Scandinavia could be interpreted in two ways: to Germany as orientation to Germany, and to Great Britain - as orientation to Scandinavia and the states of the Entente. …”
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Leave no child behind: Using data from 1.7 million children from 67 developing countries to measure inequality within and between groups of births and to identify left behind popul... by Antonio P Ramos, Martin J Flores, Robert E Weiss

“…High risk births tend to be births from mothers who are in the lowest socioeconomic group, live in rural areas and/or have already experienced a prior death of a child.<h4>Interpretation</h4>While important, differences in under-5 mortality across socioeconomic groups do not explain most of overall inequality in mortality risk because births from the same socioeconomic groups have different mortality risks. …”
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Failure of Value Co-creation; Co-destruction of Brand Value in Social Media by Ghazale Taheri, Azim Zarei, Davood Feiz, Mehdi Dehghani soltani

“…In the next step, to determine the structural relationships between the obtained categories and to specify the hierarchy of their influence on each other, the Dematel-Interpretive Structural Modeling method was used.   Findings The systematic review findings unveiled 113 initial codes representing crucial influential components, which were synthesized into 29 concepts and further condensed into 8 overarching categories. …”
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Enhancing sustainable solid waste management through separate source collection by O. Arabiyat, J.T. Al-Bakri, F. Kölsch, S. Al-Omari, H. Aladwan

“…Data on waste amount and composition were collected and interpreted for the 2020-2023 period. Data on fuel consumption, maintenance and depreciation were used to calculate the operational costs of separate source collection and the old system of municipal solid waste collection. …”
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Meta Analysis of Methylenetetrahydrofolate Reductase (MTHFR) C677T polymorphism and its association with folate and colorectal cancer by Meng Ye, Guojie Xu, Liming Zhang, Zhihui Kong, Zhenhua Qiu

“…While the MTHFR 677TT genotype is associated with a reduced risk of CRC, especially in certain populations, these findings should be interpreted with caution due to the limitations of retrospective studies.…”
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Comparative evaluation of antifungal susceptibility testing methods of invasive Candida species and detection of FKS genes mutations in caspofungin intermediate and resistant isola... by Dalia Saad ElFeky, Doaa Mahdy El-Wakil, Mai M. Mwafy, Mohamed M.A. Atia, Noha Mahmoud Gohar

“…Conclusions ATB FUNGUS 3 demonstrated acceptable performance for AFST, however, azole activity against Candida spp. should be interpreted carefully. Novel mutations within HS regions of FKS genes elucidated different levels of caspofungin resistance in C. glabrata and C. parapsilosis isolates.…”
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Nowcasting to Monitor Real-Time Mpox Trends During the 2022 Outbreak in New York City: Evaluation Using Reportable Disease Data Stratified by Race or Ethnicity by Rebecca Rohrer, Allegra Wilson, Jennifer Baumgartner, Nicole Burton, Ray R Ortiz, Alan Dorsinville, Lucretia E Jones, Sharon K Greene

“… Abstract BackgroundApplying nowcasting methods to partially accrued reportable disease data can help policymakers interpret recent epidemic trends despite data lags and quickly identify and remediate health inequities. …”
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The impact of weight loss interventions on disordered eating symptoms in people with overweight and obesity: a systematic review &amp; meta-analysisResearch in context by Elena Tsompanaki, Dimitrios A. Koutoukidis, Gina Wren, Heather Tong, Annika Theodoulou, Danni Wang, Rebecca J. Park, Susan A. Jebb, Paul Aveyard

“…Sub-group analyses showed: (a) disordered eating scores improved more in people with an eating disorder at baseline compared with people without high scores, (b) no clear evidence that the association depended upon intervention type, and (c) disordered eating scores improved more in trials rated at low overall RoB. Interpretation: Despite heterogeneity in effect size, weight loss interventions consistently improved disordered eating scores. …”
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Log odds of positive lymph nodes compared to positive lymph node ratio and number of positive lymph nodes in prognostic modeling for patients with NSCLC undergoing lobectomy or tot... by Qiming Huang, Shai Chen, Zhenjie Li, Longren Wu, Dongliang Yu, Linmin Xiong

“…SHapley Additive exPlanations (SHAP) analysis was applied to assess feature importance and provide interpretable insights into the model's predictions.ResultsThe study analyzed 3,132 eligible NSCLC patients from the SEER database, predominantly male (53.07%) with adenocarcinoma (43.65%) or squamous cell carcinoma (29.76%). …”
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Dynamicizing the Discourse of Hadith: Study of HR. Bukhārī No. 1291 and Abū Dāwūd No. 4291 from a Philosophical Hermeneutics Perspective by Fachruli Isra Rukmana, Aldi Hidayat, Nur Laili Nabilah Nazahah Najiyah, Mohammad Fahmi Abdul Hamid, Sri Kurniati Yuzar

“…First, (elaborate on the stagnation of ḥadīth alongside the shortcomings of modern interpretations). Second, classical and modern ḥadīth sciences have yet to fully guarantee the authenticity of matn (content) exactly as intended by the Prophet, even though the prohibition against fabricating ḥadīth implicitly demands the sterilization of ḥadīth from additional phrasing by narrators. …”
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Implementation of Accurate and Fast DNA Cytometry by Confocal Microscopy in 3D by Lennert S. Ploeger, André Huisman, Jurryt van der Gugten, Dionne M. van der Giezen, Jeroen A. M. Beliën, Abdelhadi Y. Abbaker, Hub F. J. Dullens, William Grizzle, Neal M. Poulin, Gerrit A. Meijer, Paul J. van Diest

“…Standard approaches that measure DNA content of isolated cells may induce selection bias and do not allow interpretation of genomic instability in the context of the tissue. …”
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An analysis of the Policy of Increasing the Salaries of Government Employees Based on the Framework of Kingdon's Multiple Streams (Case Study of Budget Law 1401) by Seyyed Mojtaba Shahraeini, Heidar Najafi, Seyyedamir Abbaszade, Mahdi Khosravi, Iman Akbari

“…For data analysis, events related to this policy were interpreted and analyzed using Kingdon's multiple streams framework. …”
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Transprofessional education in the student discourse: Demand, expectations, risks by A. N. Pinchuk, S. G. Karepova, D. A. Tikhomirov

“…The theoretical analysis carried out in the work allowed the authors to reveal the sociological component of the conceptualisation of the phenomenon of transprofessionalism, which consists in the aspect of the subjective interpretation of its content characteristics and the argumentation of the demand for new competencies. …”
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ViTAU: Facial paralysis recognition and analysis based on vision transformer and facial action units by Jia GAO, Wenhao CAI, Junli ZHAO, Fuqing DUAN

“…These maps are then processed through a pyramid convolutional neural network interpreter to generate heatmaps. By optimizing the mean squared error between the predicted and actual heatmaps, we can effectively identify the affected paralysis areas. …”
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A Digital Tool for Clinical Evidence–Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study by Shahzad Mumtaz, Megan McMinn, Christian Cole, Chuang Gao, Christopher Hall, Magalie Guignard-Duff, Huayi Huang, David A McAllister, Daniel R Morales, Emily Jefferson, Bruce Guthrie

“…ConclusionsThe tool is a proof-of-concept, and the user feedback has demonstrated that this is a step toward computer-interpretable guideline development. Using the digital tool can potentially improve evidence-driven guideline development through the availability of real-world data in real time.…”
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The prevalence and associated disability burden of mental disorders in children and adolescents in China: a systematic analysis of data from the Global Burden of Disease StudyResea... by Wanyue Dong, Yunning Liu, Ruhai Bai, Lei Zhang, Maigeng Zhou

“…In 2021, among 22 health condition groups in China, mental disorders accounted for the largest proportion of health life lost. Interpretation: Mental disorders are the leading causes of disability in children and adolescents in China, and the disease burden varies geographically. …”
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The articular wrist complex in Miocene and Plio-Pleistocene African hominoids: anatomofunctional and morphometric comparative approach by Guillaume Daver

“…D’un point de vue paléobiologique, j’ai proposé de nouvelles interprétations fonctionnelles des os du poignet, replacées dans le cadre fonctionnel de l’ensemble du squelette locomoteur des hominoïdes mio-plio-pléistocènes africains. …”
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Predicting egg production rate and egg weight of broiler breeders based on machine learning and Shapley additive explanations by Hengyi Ji, Yidan Xu, Ganghui Teng

“…Given the inherent black-box nature of ML models, we used the Shapley additive explanations (SHAP) method to interpret the key features influencing the XGBoost model's predictions and the interactions between these features. …”
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Comparative analysis of deep learning and radiomic signatures for overall survival prediction in recurrent high-grade glioma treated with immunotherapy by Qi Wan, Clifford Lindsay, Chenxi Zhang, Jisoo Kim, Xin Chen, Jing Li, Raymond Y. Huang, David A. Reardon, Geoffrey S. Young, Lei Qin

“…The potential time-saving must be weighed against the lower interpretability of end-to-end black box modeling.…”
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Construct validity and responsiveness of clinical upper limb measures and sensor-based arm use within the first year after stroke: a longitudinal cohort study by Johannes Pohl, Geert Verheyden, Jeremia Philipp Oskar Held, Andreas Ruediger Luft, Chris Easthope Awai, Janne Marieke Veerbeek

“…Abstract Background Construct validity and responsiveness of upper limb outcome measures are essential to interpret motor recovery poststroke. Evaluating the associations between clinical upper limb measures and sensor-based arm use (AU) fosters a coherent understanding of motor recovery. …”
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