A Trip Purpose-Based Data-Driven Alighting Station Choice Model Using Transit Smart Card Data by Kai Lu, Alireza Khani, Baoming Han

“…Because of the lack of trip information, validation of utility functions for passenger choices is difficult. To fill the research gaps, this study uses the AFC data from Beijing metro, which is a closed system and records both boarding information and alighting information. …”
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WHO framework on meaningful engagement: A transformational approach to integrate lived experience in the noncommunicable disease and mental health agenda. by Jack Fisher, Guy Fones, Yvonne Arivalagan, Ida Ahmadpour, Svetlana Akselrod, Maia Olsen

“…As the global public health community continues to reflect and recover from the COVID-19 pandemic, noncommunicable diseases (NCDs), and mental health and neurological conditions remains one of the largest unmet gaps in progress towards meeting the Sustainable Development Goals (SDG). …”
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Non-pharmacological fatigue interventions for patients with a primary brain tumour: a scoping review protocol by Emma Dures, Neil Barua, Fiona Cramp, Rachael Simms-Moore

“…Introduction Fatigue is the most prevalent symptom for patients with a primary brain tumour (PBT), significantly reducing quality of life and limiting daily activities. …”
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Tracking the financial flows of Indonesia's COVID-19 vaccination program. by Olivia Herlinda, Ayudina Larasanti, Sinta Amalia Kusumastuti Sumulyo, Sayyid Muhammad Jundullah, Indra Yudha Mambea

“…This study aimed to track the sources, allocation, and utilization of provincial and district-level government expenditures on the COVID-19 vaccination program in Indonesia to identify financial gaps affecting vaccination coverage. This study used a mixed-method approach to track the expenditure of Indonesia's COVID-19 vaccination program in 2021 and 2022 using the System of Health Accounts (SHA) framework. …”
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Some Implications of Contrastive Lexicology for Bilingual Lexicography and Teaching Translation (With Special Reference to English-Arabic) by Radia BENZEHRA

“…Translation is complicated and requires an awareness of the problems that could be encountered in that process. In fact, investigating the structure of English words and how they are translated into Arabic allows us to identify the similarities and differences and understand how translators overcome the semantic gaps between English and Arabic.    …”
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The interplay between migration and self-identity: a structured review using TCCM and bibliometric analysis by Harshita Barua, Nidhi Maheshwari

“…Most studies focus on Western host societies and adult migrant populations. …”
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Integrating Artificial Intelligence and the Internet of Things in Cultural Heritage Preservation: A Systematic Review of Risk Management and Environmental Monitoring Strategies by Neeraparng Laohaviraphap, Tanut Waroonkun

“…Despite the growing use of these technologies, adoption remains uneven, particularly in regions most impacted by climate change. The study identifies significant research gaps and proposes an innovative framework that leverages Heritage Building Information Modeling (H-BIM) and Digital Twin (DT) for continuous monitoring and predictive maintenance through a multi-step process, beginning with the digitalization of heritage assets using H-BIM, followed by the creation of real-time digital replicas via DT. …”
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Extracellular Vesicles: Recent Advances and Perspectives by Enrico Ragni

“…This review highlights recent advances in EV biology, isolation, and applications, emphasizing their crucial potential in precision medicine while identifying knowledge gaps and future research directions.…”
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DATA SET INCONGRUENCE, MISLEADING CHARACTERS, AND INSIGHTS FROM THE FOSSIL RECORD: THE CANID PHYLOGENY by Muñoz Joao

“…The accuracy of conflicting sister taxa hypotheses is assessed through a comparison of their temporal gaps (T). Conflicting clades, with a significantly longer than average T, are called into question. …”
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Assessing mentoring: A scoping review of mentoring assessment tools in internal medicine between 1990 and 2019. by Yong Xiang Ng, Zachary Yong Keat Koh, Hong Wei Yap, Kuang Teck Tay, Xiu Hui Tan, Yun Ting Ong, Lorraine Hui En Tan, Annelissa Mien Chew Chin, Ying Pin Toh, Sushma Shivananda, Scott Compton, Stephen Mason, Ravindran Kanesvaran, Lalit Krishna, Lalit Krishna

“…<h4>Practice points</h4>Most tools focus on the mentee's perspective, do not consider mentoring's evolving nature and fail to consider mentoring holistically nor longitudinallyA new tool capable of addressing these gaps must also consider inputs from all stakeholders and take a longitudinal perspective of mentoring.…”
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A scoping review of evidence for the effects of seven global deer species on woody vegetation by Amy Gresham, John R. Healey, Peter J. Lawrence, Markus P. Eichhorn, Graeme Shannon

“…Practical implication: While previous studies have often focused on the probability or severity of deer damage to woody vegetation, we identified key knowledge gaps on the ecological influence of such damage, with a species‐specific focus. …”
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Using potato’s wild relatives to increase genetic diversity within crops by Emili Antonia Jiménez

“…This leaves us with important information gaps that would help in the improvement.…”
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Characteristics of alcohol recovery narratives: Systematic review and narrative synthesis. by Mohsan Subhani, Usman Talat, Holly Knight, Joanne R Morling, Katy A Jones, Guruprasad P Aithal, Stephen D Ryder, Joy Llewellyn-Beardsley, Stefan Rennick-Egglestone

“…It demonstrated knowledge gaps in relation to alcohol recovery narratives of people living in lower income countries, or those who recovered outside of mainstream services.…”
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Primary school students' experiences of science learning content and support provided during guided inquiry-based science fieldwork by Mirjam Asilevi, Sirpa Kärkkäinen, Jingoo Kang, Kari Sormunen, Sari Havu-Nuutinen

“…This study employed a qualitative case study design to explore which science learning contents primary students found most challenging during IBSF and to examine their experiences of teacher and peer support throughout the process. …”
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Research on Wildfire and Soil Water: A Bibliometric Analysis from 1990 to 2023 by Fenglin Zuo, Qichao Yao, Lamei Shi, Zhou Wang, Maowei Bai, Keyan Fang, Futao Guo, Lihua Yuan, Weikang Zhang

“…The correlation of post-wildfire soil water properties with infiltration, runoff, and erosion processes is most likely to be addressed in future research. …”
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Levels of engagement in participatory health systems strengthening: A systematic literature review by Jesse David Marinus, Chaïm la Roi, Christiaan Boerma

“…Engaging participants in Health Systems Strengthening (HSS) facilitates a more person-centred approach that better addresses the complex interplay within health systems and helps to bridge the gap between knowledge and practical application. …”
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BEAUTY IN MATHEMATICAL EDUCATION: SYNERGETIC WORLDVIEW by V. A. Testov

“…This will contribute to the development concept of mathematics education: to increase motivation for mathematical studies, to develop cognitive interests and activities, to narrow the gap between education and research processes, to overcome the problems with aesthetic education of students.…”
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The positioning of policy documents in the field of health policy and systems research by Sama’a Almubarak

“…Multiple authorship was most common (63%), with authors from Western countries contributing the most to the publications. …”
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Clinical and economic outcomes of multidisciplinary team members in primary care: a scoping review by Elisa Jokelin, Soila Karreinen, Erja Mustonen, Paulus Torkki

“…There is a research gap considering other professionals’ impact on clinical outcomes and costs. …”
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Leave no one behind: Prioritising equality and equity towards integration of global sustainability governance by Lisa Hiwasaki

“…In order to understand the impacts of fragmented global sustainability governance on inequality reduction and equitable development, I conducted text analysis of the 2030 Agenda's Sustainable Development Goals, the Paris Agreement on climate change, and the Sendai Framework for Disaster Risk Reduction, and reviewed literature on the convergences and gaps among them. I found that first, although the three global agreements acknowledge the need to realise equality and equity, the use of these terms are sparing in the texts, and when they do appear, they are defined inconsistently and operationalized imprecisely across these global processes. …”
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