Beyond buzzwords: NLP reveals common threads in sustainable and circular construction discourse by Shakarim Aubakirov, Alexandr Pak, Iskander Akhmetov, Aidana Tleuken, Huseyin Atakan Varol, Assel Akzhalova, Ferhat Karaca

“…This study demonstrates how NLP methods can systematically disentangle closely related frameworks in construction literature, providing a replicable methodological framework for future data-driven investigations. By clarifying the distinctions and overlaps between the terms “circular construction” and “sustainable construction”, our research offers enhanced understanding for policymakers, industry practitioners, and academics aiming to integrate sustainable and circular principles effectively within the construction sector.…”
Get full text

Factors that influence the delivery of chiropractic services to equity-deserving groups in Canada: a qualitative study by Nora Bakaa, Stephanie DiPelino, Danielle Southerst, Silvano Mior, Lisa Carlesso, Joy MacDermid, Luciana Macedo

“…Methods We utilized interpretive description for data development, sampling, collection, and analysis. …”
Get full text

Determinants of Behavioral Intention and Compliance Behavior Among Transportation Network Vehicle Service Drivers During the COVID-19 Pandemic by Ma. Janice J. Gumasing

“…Grounded in the Theory of Planned Behavior (TPB) and the Health Belief Model (HBM), the study integrates psychological, environmental, and organizational factors to explain TNVS drivers’ adherence to safety protocols. …”
Get full text

Introduction of the pneumococcal conjugate vaccine in humanitarian and fragile contexts: Perspectives from stakeholders in four African countries by Baldeep K. Dhaliwal, Rose Weeks, Jasmine Huber, Aminata Fofana, Mohamed Bobe, Antoinette Demian Mbailamen, George Legge, Gassim Cisse, Anita Shet

“…Interview transcripts were analyzed through the framework method, an approach involving charting data into pre-populated matrices. Findings from interviews with 16 key informants from government, partner organizations, and international health agencies fit within the following four overarching themes: (1) population-level vulnerabilities to pneumonia, exacerbated by climatic risks and low levels of maternal education; (2) disease burden and the interest in enhancing surveillance to monitor vaccine impact and integrate disease control efforts; (3) policy processes, including formalizing vaccine decision-making; and (4) vaccine implementation preparation, including the conduct of robust communication campaigns, training, and cold chain upgrades. …”
Get full text

Involving young people with lived experience in advancing mental health science: an exploratory qualitative study from Pakistan and India by Syed Usman Hamdani, Zill-e- Huma, Bhismadev Chakrabarti, Syeda Wajeeha Zafar, Ayella Gillani, Vaishali Bagrodia, Amy Finlay Jones

“…Results The results show that family and religion are integral to promoting positive youth mental health in the South Asian context. …”
Get full text

Interventions for adolescent depression comorbid with non-suicidal self-injury: a scoping review by Shihan Fang, Shihan Fang, Fazhan Chen, Jing Bian, Lei Zhang, Yanbo Wang, Yanbo Wang

“…Despite growing evidence on interventions, a comprehensive synthesis of strategies targeting this co-occurrence remains limited.AimThis scoping review systematically maps evidence-based interventions for adolescents with comorbid depression and NSSI, focusing on efficacy, mechanisms, and implementation challenges.MethodsFollowing Arksey and O’Malley’s framework and PRISMA-ScR guidelines, a systematic search of English and Chinese databases (2000–2025) identified 18 studies (13 randomized controlled trials [RCTs], 3 quasi-experimental studies, and 2 other study designs). Data were extracted and synthesized to characterize intervention types, outcomes, and contextual factors.ResultsPsychotherapies, particularly dialectical behavior therapy for Adolescents (DBT-A), demonstrated robust efficacy, reducing NSSI frequency by 50% and relapse rates through enhanced emotion regulation. …”
Get full text

Leveraging Promotional Strategies to Enhance Hospital Influence on Social Media: Cross-Sectional Study by Xinyun Zhong, Yiyuan Ma, Haiyue Yu

“…It also sought to explore variations in the effectiveness of these strategies across hospitals of different types and regions. MethodsData were collected from 721 officially verified hospital Weibo accounts and integrated with multidimensional hospital characteristics from the DXY National Hospital Database. …”
Get full text

Representation of a Scientific Supervisor in Internet-Memes by N. V. Stepanova, M. S. Sigaeva

“…The study showed that multimodal metaphor is an integral part of modern  Internet communication and is an effective way of influencing the addressee. …”
Get full text

Weaving values, knowledge and context to care for human–nature relationships in protected areas by Miguel A. Cebrián‐Piqueras, Carena J. vanRiper, Riley Andrade, Christopher M. Raymond, Devin J. Goodson, Rose Keller, Tobias Plieninger

“…It includes a national park and two biosphere reserves, and it is close to the capital city of Madrid. Our data were analysed using a path model to test a series of hypothesised relationships. …”
Get full text

Implementing the Family Talk Intervention among families with a severely ill parent or child with palliative care needs- a longitudinal study of the perspectives of hospital social... by Ingrid Thermaenius, Maja Holm, Maja Holm, Kristofer Årestedt, Camilla Udo, Anette Alvariza, Anette Alvariza, Tina Lundberg, Tina Lundberg, Lars Wallin, Malin Lövgren, Malin Lövgren

“…To assess if and how FTI was integrated into their daily practice, they were also asked to complete the Swedish version of the Normalization Process Theory Measure (S-NoMAD) on three occasions: on completion of the FTI-education, six months later, and one year later. …”
Get full text

Transition from care experiences of youth aged 13 to 23 living with fetal alcohol spectrum disorder in Canada: A scoping review by Michele L. Palk, Christine Wekerle

“…We recommend investing in foundational research on pathways of exiting care, updating policy and practice to ensure youth voices are integrated, and optimizing, standardizing, and tracking protective factors throughout child welfare engagement.…”
Get full text

FLAME 1.0: a novel approach for modelling burned area in the Brazilian biomes using the maximum entropy concept by M. L. F. Barbosa, M. L. F. Barbosa, M. L. F. Barbosa, D. I. Kelley, C. A. Burton, I. J. M. Ferreira, I. J. M. Ferreira, R. M. da Veiga, A. Bradley, P. G. Molin, L. O. Anderson

“…We propose FLAME (Fire Landscape Analysis using Maximum Entropy), a new fire model that integrates Bayesian inference with the maximum entropy concept, enabling probabilistic reasoning and uncertainty quantification. …”
Get full text

Build and application of automatic classification model of land damage in the middle section of Tianshan Mountains by Zizhao ZHANG, Peizhi LIU, Yang HU, Kai CHEN, Junpeng HUANG, Guangming SHI, Yanyang ZHANG, Runsen LAI, Jianhua ZHU, Xueye WANG, Weinan CHEN

“…In order to solve the problems of low efficiency of mine land damage monitoring and traditional remote sensing interpretation relying on manual experience, this paper proposes an automatic classification model of remote sensing image land damage based on neural network-SENetV2-COT-DeepLabV3, which is based on the DeepLabV3 model and integrates the Contextual Transformer (COT) module and the SENetV2 module, so as to enhance the ability of context feature extraction and channel attention mechanism. …”
Get full text

Few-shot object detection for pest insects via features aggregation and contrastive learning by Shuqian He, Shuqian He, Biao Jin, Biao Jin, Xuechao Sun, Wenjuan Jiang, Wenjuan Jiang, Jiaxing Gu, Fenglin Gu

“…To manage class imbalance and enhance the focus on challenging samples, focal loss and class weights are integrated into the model’s comprehensive loss function. …”
Get full text

Kinetic Variables as Indicators of Lower Limb Indirect Injury Risk in Professional Soccer: A Systematic Review by Jorge Pérez-Contreras, Juan Francisco Loro-Ferrer, Felipe Inostroza-Ríos, Pablo Merino-Muñoz, Alejandro Bustamante Garrido, Felipe Hermosilla-Palma, Ciro José Brito, Guillermo Cortés-Roco, David Arriagada Tarifeño, Fernando Muñoz-Hinrichsen, Esteban Aedo-Muñoz

“…Additionally, injury risk assessment should integrate kinetic data with contextual indicators such as well-being, fatigue, and training load.…”
Get full text

PRAGMATIC DEVIATIONS IN TRANSLATION OF LEXICAL BLENDS WITHIN POLITICAL DISCOURSE by Olena M. Medvid, Kateryna M. Vashyst

“…The general and special methods were used to achieve the goal and objectives of the study: information retrieval method – to select research material and process basic theoretical knowledge; generalization method – to highlight the most critical academic positions; deduction and induction – to clarify the theoretical foundations, generalize data and formulate conclusions; discourse analysis – to identify specific communicative and pragmatic features of socio-political communication; contextual and functional methods – to actualize the linguopragmatic meaning of the lexical units under the study, i.e., blends; the vocabulary definitions analysis – to examine their linguopragmatic peculiarities; structuralsemantic and component analysis – to determine the ways of blend formation and their main structural elements – all this is necessary for the implementation of translation analysis. …”
Get full text

Resilience of student youth in Russia under uncertainty by A. V. Makhnach, A. I. Laktionova, Yu. V. Postylyakova

“…The calculation of the integral resilience score is provided. The authors developed the questionnaire to study the social identity of young people, their attitude to the prospects of their future profession and migration/emigration intentions. …”
Get full text

Entity-level cross-modal fusion for multimodal chinese agricultural diseases and pests named entity recognition by Jingzhong Huang, Xia Hao, Yu Wang, Ruizhi Song, Zenan Mu, Wen Chu, Georgios Papadakis, Sijie Niu, Xuchao Guo

“…Secondly, we introduce a Dynamic Cross-modal Gated Attention (DCGA) mechanism that adaptively adjusts visual feature contributions through gating weights. This approach integrates cross-modal contrastive learning to strengthen semantic connections at the entity level between images and text. …”
Get full text

Trends and determinants of female genital mutilation prevalence among women of reproductive age in Tanzania and Kenya: a demographic and health survey analysis (2008–2022) by Dotto Daniel Kisendi, D. Lyakurwa, Heavenlight A. Paulo, Elizabeth Malingumu, Virna Vong, E. Matthews, Ebrima Huma, Mgole Eliud Mkama, kang Wu, Yili Zhang, Bei Li

“…Methods A retrospective analysis of Demographic and Health Survey (DHS) data from 6,517 women aged 15–49 in Kenya and Tanzania (2008–2022) was conducted. …”
Get full text