Recognition model for major depressive disorder in Arabic user-generated content by Esraa M. Rabie, Atef F. Hashem, Fahad Kamal Alsheref

“…This research offers a novel framework for depression detection from Arabic textual data utilizing deep learning (DL), natural language processing (NLP), machine learning (ML), and BERT transformers techniques in light of the disease’s high prevalence. …”
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Nutritional Potential of Ziziphus lotus (L.) Lam. Almonds as Compared to Some Oilseeds from Morocco: Evidence from Proximate Composition, Mineral Profiling, and Oil Physicochemical... by Hasna Ait Bouzid, Laila Bijla, Mohamed Ibourki, Abderrahim Asbbane, El Hassan Sakar, Jamal Koubachi, Said Gharby

“…Nowadays, there is a great interest in the search for new sources of vegetable oils, natural bioactive compounds, and essential nutrients for human health. …”
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A comprehensive review on the plant sources, pharmacological activities and pharmacokinetic characteristics of Syringaresinol by Lei Zhang, Yuqing Tian, Lingling Zhang, Huanyu Zhang, Jinghua Yang, Yi Wang, Na Lu, Wei Guo, Liang Wang

“…These pharmacological properties lay the foundation for its use in treating various diseases such as inflammatory diseases, neurodegenerative disorders, diabetes and its complication, skin disorders, cancer, cardiovascular, and cerebrovascular diseases. As the demand for natural therapeutics increases, Syringaresinol has garnered significant attention for its pharmacological properties. …”
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One-hectare fine-scale dataset of a fynbos plant community in the Cape Floristic RegionZenodo by Jan-Hendrik Keet, Cang Hui

“…However, this fragile system faces increasing threats from habitat loss, climate change, and invasive species. Pristine fynbos, naturally high in plant diversity and which forms a large part of the CFR, presents an ideal opportunity to gather fine-scale data on community assembly patterns. …”
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L’Invention constructive face à la norme by Stéphane Berthier

“…The urgency of ecological transition is thus confronted with the regulatory framework’s cautious and slow approach to integrating features of low-carbon construction, such as the use of materials deemed fragile, i.e. natural or bio-based. The investigation first focuses on recent actions taken by timber industry players seeking fire hazard regulation revisions and how this has been received by authorities. …”
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Crustacean Zooplankton Ingestion of Potentially Toxic <i>Microcystis</i>: In Situ Estimation Using <i>mcyE</i> Gene Gut Content Detection in a Large Temperate Eutrophic Lake by Helen Agasild, Margarita Esmeralda Gonzales Ferraz, Madli Saat, Priit Zingel, Kai Piirsoo, Kätlin Blank, Veljo Kisand, Tiina Nõges, Kristel Panksep

“…While laboratory investigations have provided extensive knowledge on zooplankton and toxic cyanobacteria interactions, information on zooplankton feeding on toxin-producing cyanobacteria in natural water bodies remains scarce. In this study, we quantified <i>Microcystis</i>-specific <i>mcyE</i> synthase genes from the gut contents of various cladoceran and copepod taxa to assess the in situ crustacean community and taxon-specific ingestion of potentially toxic <i>Microcystis</i> in Lake Peipsi, a large eutrophic lake in Estonia, Northern Europe. …”
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Yorùbá Literary Artists on Youths and Parenthood by Olufadekemi Adagbada, Olatunde Adeleye Adeyemo, Ejitoyosi O. Salami

“…They are the indispensable agents of change that can turn the table round for better, especially in developing nations. The natural psycho-biological development of youths and young adults, living in a nation going through socio-political economic and security challenges, coupled with their being nurtured in some cases through faulty parenting, have manifested in the typology of Nigerian youths. …”
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Supply-Side Practices and Constraints of the Kola Nut (Cola nitida (Vent) Schott. and Endl.) Value Chain in Ghana: A Descriptive Evidence by Frederick Amon-Armah, Solomon Sefa Oduro, Eric Kofi Doe, Moses Asani, Daniel Nyadanu, Sampson Konlan

“…The use of kola nut, including natural or alternative medicinal sources, has inevitably created an increased global market demand in excess of its production and provides great prospects for the growth of the kola nut industry in producing countries like Ghana. …”
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Changes in the agriculture specialization Cherkasy region over 10 years by I. O. Zozulia

“…A possible way of "incorporating" the specialization of agriculture into existing natural landscapes and ecosystems can be, on the one hand, the reduction of the size of one farm, and on the other hand, the diversification of ecosystem relations through mixed sowing of grain mixtures (with legumes), increasing the share of hay and pastures.…”
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Factors associated with preventive health services use by older war-displaced Japanese returning from China and by older Korean residents of Japan: a descriptive correlational stud... by Chu Hyang Oh

“…Abstract Background Among the people with diverse backgrounds and cultural customs living in Japan, two important groups, namely, war-displaced Japanese returning from China and South and North Korean nationals who are naturalized citizens residing in Japan, will experience population aging in the same way as the general Japanese population. …”
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A Conversational Agent for Empowering People with Parkinson’s Disease in Exercising Through Motivation and Support by Patricia Macedo, Rui Neves Madeira, Pedro Albuquerque Santos, Pedro Mota, Beatriz Alves, Carla Mendes Pereira

“…PANDORA (Parkinson Assistant in Natural Dialogue and Oriented by Rules and Assessments), designed based on Self-Determination Theory (SDT), addresses the psychological needs of autonomy, competence, and relatedness. …”
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Optimizing in vitro fertilization in four Caribbean coral species by Valérie F. Chamberland, Matthew-James Bennett, Tania Doblado Speck, Kelly R. W. Latijnhouwers, Margaret W. Miller

“…We then provide recommendations for coral breeding practitioners to maximize larval production from gamete collections, and finally, we discuss our findings’ potential implications on fertilization dynamics during natural coral spawning events.…”
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Metatranscriptomic time series insight into antibiotic resistance genes and mobile genetic elements in wastewater systems under antibiotic selective pressure by An-Dong Li, Yuanfang Chen, Lei Han, Ye Li, Ming Xu, Baoli Zhu

“…Abstract Background Wastewater systems are usually considered antibiotic resistance hubs connecting human society and the natural environment. Antibiotic usage can increase the abundance of both ARGs (antibiotic resistance genes) and MGEs (mobile gene elements). …”
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Epidemiology and Treatment Patterns of Fistulizing Crohn’s Disease in a Large, Real-World Australasian Cohort by Jack McNamara, William Wilson, Joseph L. Pipicella, Simon Ghaly, Jakob Begun, Ian C. Lawrance, Richard Gearry, Jane M. Andrews, Susan J. Connor

“…Despite this high prevalence, the burden of disease, treatment and natural history in the current biologic era are poorly described. …”
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Sex-biased gene expression across tissues reveals unexpected differentiation in the gills of the threespine stickleback by Sylvestre, Florent, Aubin-Horth, Nadia, Bernatchez, Louis

“…Using the high multiplexing capability of 3′ QuantSeq to sequence the sex-biased transcriptome of the liver, gills, and brain, we provide the first characterization of sex-specific transcriptomes from ~80 sticklebacks (40 males and 40 females) collected from a natural population during the reproductive period. …”
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Chemical Composition and Larvicidal Activity of Lavandula angustifolia Subsp. angustifolia and Lavandula dentata Spp. dentata Essential Oils against Culex pipiens Larvae, Vector of... by Fouad El-Akhal, Amal Ramzi, Abdellah Farah, Yassine Ez Zoubi, Moussa Benboubker, Khalid Taghzouti, Abdelhakim El Ouali Lalami

“…It could be useful for the study of new natural larvicidal compounds.…”
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Investigations on Free Span Rectification for a Submarine Pipeline on Sand Wave Seabeds by Xing Zou, Botao Xie, Xuechun Bai, Yuanyuan Guo, Qingqing Yuan, Zhipeng Zang

“…The analysis of on-bottom roughness and free span has demonstrated that, given the natural seabed profile without trenching, there are no spans surpassing the ultimate limit state (ULS) or fatigue limit state (FLS) criteria for the temporary installation scenario. …”
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Dmytro Ivanovych Kachenovskyi – a legal scholar, educator and teacher (based on the materials of Kharkiv Law Society) by O. K. Maliutina

“…It has been proved that the distinctive features of the scientist were humanistic guidelines, breadth of outlook, and diversity of scientific interests. His natural abilities, academic education, developed intellect, and ability to work determined his personality. …”
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Increased IL-21 Expression Induces Granzyme B in Peripheral CD5+ B Cells as a Potential Counter-Regulatory Effect in Primary Sjögren’s Syndrome by Gábor Papp, Edit Gyimesi, Krisztina Szabó, Éva Zöld, Margit Zeher

“…Interaction of invariant natural killer T (iNKT) cells with B cells and granzyme B (GrB) production may be also important in pSS. …”
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Desempeño ambiental, social y de gobierno (ASG) by Jaime Andrés Correa-García, Lorena Vásquez-Arango

“…Asimismo, este estudio presenta contribuciones sobre el estudio del desempeño de las variables ASG en Latinoamérica que son de interés para los reguladores, las compañías, los académicos y los profesionales, porque se trata de una región de gran riqueza natural que demanda articulación de todos los actores a fin de avanzar a nivel empresarial y como sociedad, en el propósito de lograr un desarrollo más balanceado entre lo financiero y lo no financiero. …”
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