Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…The main literature searches were then conducted using six databases: Applied Social Sciences Index and Abstracts (ProQuest), Cumulative Index to Nursing and Allied Health Literature (EBSCO), MEDLINE (Ovid), PsycInfo (Ovid), EMBASE (Ovid) and Web of Science Core Collection (Emerging Sources Citation Index). The search covered evidence from 1 January 2001 up to 21 July 2021 and yielded 16,775 hits, which were then reduced to 14,383, after using EndNote X9’s (2013) inbuilt duplication detection function and manual de-duplication. …”
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Genicular Nerve Ultrasound-Guided Cryoanalgesia for the Treatment of Chronic Knee Joint Pain: An Observational Retrospective Study by Giuliano Lo Bianco, Francesco Paolo D’angelo, Guillherme Ferreira Dos Santos, Agnes Stogicza, Matteo Luigi Giuseppe Leoni, Andrea M. Trescot, Robert Jason Yong, Christopher L. Robinson

“…Larger prospective, controlled trials are necessary to confirm these findings and to refine patient selection and technique optimization.…”
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Potentials of Natural Preservatives to Enhance Food Safety and Shelf Life: A Review by Ejigayehu Teshome, Sirawdink Fikreyesus Forsido, H. P. Vasantha Rupasinghe, Ebisa Olika Keyata

“…The extraction condition and purification of natural preservatives may change their structure and affect their functionality. Selecting the best extraction method coupled with minimal processing such as direct mechanical extraction seems to preserve active ingredients. …”
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HEARING CORRECTION METHOD BASED ON PSYCHOACOUSTICALLY MOTIVATED FREQUENCY TRANSPOSITION IN A SPEECH SIGNAL by M. I. Porhun, M. I. Vashkevich

“…For frequency transposition, source and target frequency bands are selected. The width of the source frequency band is fixed, while the width of the target band is adaptive. …”
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Tracing the Image of Turks in Travel Writing through Translation by Seda Taş İlmek

“…Therefore, the analysis suggests that the translator, as an intercultural agent, seemed to claim his position as an author-translator in the translation process while particularly illustrating the function of gatekeeping and the use of translation for selecting and highlighting the representation of mental pictures of a certain culture and period.…”
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Designing and implementing a Web-based real time routing service for crisis management (a case study for district 11 of Tehran) by javad sadidi, seyed hassan hosseini sajedi

“…According to the obtained results, the path’s length and traffic’s volume variables have the most important role in target function formation (travel cost) therefore the specific path will be selected as the optimal path, with the minimized distance between the destination and the traffic volume. …”
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Innovative Sandia Frequency Shift Islanding Detection for Microgrids Using Interval Type-II Fuzzy Logic and VP-PSO Optimization by Mehrdad Ahmadi Kamarposhti, Hassan Shokouhandeh, Yeonwoo Lee, Sun-Kyoung Kang, Ilhami Colak, El Manaa Barhoumi, Kei Eguchi

“…Using probability density functions (PDFs), multiple uncertainty scenarios were generated, with representative scenarios selected via Monte Carlo simulation (MCS) for IDM development. …”
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Integrated genomic and transcriptomic analysis of polydactyly in chickens by Zhiying Huang, Xiaomeng Miao, Diyan Li, Jia Liu, Haolin Chen, Yuan Su, Yuan Su

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Effect of the diet level of whole-plant corn silage on the colonic microflora of Hezuo pigs by Qiaoli Yang, Longlong Wang, Pengfei Wang, Zunqiang Yan, Qiong Chen, Pengxia Zhang, Jie Li, Rui Jia, Yao Li, Xitong Yin, Shuangbao Gun

“…Background Whole-plant corn silage (WPCS) is an important roughage source for livestock, and have critical influences on rumen or intestinal microbiota, thus affecting the growth performance and feed efficiency. …”
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A predictive framework using advanced machine learning approaches for measuring and analyzing the impact of synthetic agrochemicals on human health by Sahezpreet Singh, Puneet Kaur, Inderdeep Kaur, Gurpreet Singh, Satinder Kaur, Parminder Kaur

“…This study investigates the impact of synthetic agrochemicals on human health using advanced machine learning techniques, leveraging multi-level feature selection, hybrid ensemble learning, SHAP, and custom loss function to improve prediction accuracy. …”
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Optimizing maize germination forecasts with random forest and data fusion techniques by Lili Wu, Yuqing Xing, Kaiwen Yang, Wenqiang Li, Guangyue Ren, Debang Zhang, Huiping Fan

“…Traditional methods for detecting seed germination rates often involve lengthy experiments that result in damaged seeds. This study selected the Zheng Dan-958 maize variety to predict germination rates using multi-source information fusion and a random forest (RF) algorithm. …”
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Investigation of the Composite Motor Load in the Presence of Higher Harmonics in the Electrical Network by Ya. E. Shklyarskiy, K. K. Lobko, Yu. N. Kuznetsova, M. S. Vorobyov

“…The simulation was carried out in the MATLAB Simulink environment, with the use of the Specialized Power Systems library, in which a simulation model with motors and a source of harmonic distortion was developed. Five asynchronous motors with a squirrel-cage rotor of the AIR brand with powers varying from 0.75 to 5.50 kW were selected for the study. …”
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The importance of quantitative EGG for patients in a vegetative state in benzodiazepine test interpretation by L. N. Nerobkova, Yu. B. Filatova, A. L. Pylev, O. Yu. Kats

“…Using the multiparameter method of EEG analysis with a complex study of coherent interband links with topographic mapping and localization of equivalent dipole sources of individual EEG components, characteristic signs of changes in intercentral neuronal connections at different stages of a vegetative state were obtained, features of structural and functional interrelations for patients in a vegetative state in benzodiazepine test interpretation of which identification can represent and interest for the output prediction and selection of adequate therapy.…”
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Chronic Stress protection for postnatal dEpREssioN prEvention (SERENE): a protocol for an exploratory study by Frederic Dutheil, Dahlia Tharwat, Marion Trousselard, Mélanie Balès, Anne-Laure Sutter-Dallay, Dominique Fromage, Elisabeth Spitz, Dominique Dallay, Thierry Harvey, Eric Welter, Frédéric Coatleven, Lydie Cherier, Frédérique Teissèdre, Jean-Luc Pouly, Anaïs M Duffaud

“…This psychological resource is linked to protective and resilient psychic functioning. …”
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Recreational Thematic Dominants in News TV Discourse by M. A. Gladko

“…The key tasks of the research are to identify the repertoire of thematic dominants of recreation, their functional characteristics, the specifics of participation in the construction of the news text, as well as a description of the recreation scale.Methodology and sources. …”
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Assessment of Serum Vitamin D Levels and Evaluation of Knowledge, Attitude, and Practices of Vitamin D Deficiency among Emergency Health-care Workers at a Tertiary Care Center in N... by Sakshi Yadav, Prakash Ranjan Mishra, R. Rajalekshmi, Bharath Gopinath, Praveen Aggarwal, Akshaya Ramaswami, Paulina, Mohit Sharma

“…While most participants were aware of the active form of vitamin D, its sources and critical functions, knowledge about non-skeletal manifestations and measurable forms of vitamin D deficiency was limited. …”
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Stealth missiles with precision guidance: A novel multifunctional nano-drug delivery system based on biomimetic cell membrane coating technology by Yuyan Zhou, Xinyue Wang, Xiaorong Tian, Deyu Zhang, Hanxiao Cui, Wei Du, Zhenghui Yang, Jiayu Li, Wanshun Li, Jiaheng Xu, Ying Duanmu, Ting Yu, Fengping Cai, Wenhao Li, Zhendong Jin, Wencheng Wu, Haojie Huang

“…This approach enables nanocarriers to inherit the intrinsic biological properties of different cell sources, endowing them with immune evasion, prolonged circulation, dynamic targeting, biocompatibility, and biodegradability, while supporting the integration of diverse biomedical functions. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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GRAPHIC NOVEL TRANSLATION: SEMIOTIC AND MULTIMODAL PERSPECTIVE by Anna V. Khodorenko.

“…On the one hand, extralinguistic objects engraved in pictures of the graphic novel may present the reason for the translation technique of addition, and on the other hand the absence of some details in the pictures may justify the translation technique of omission. Evaluating functional types of multimodal phenomena also may lead one to adequate selection of synonyms or a phrase to choose in a process of translation having as a “guide” visual image supporting language level of a graphic novel. …”
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PCI-DB: a novel primary tissue immunopeptidome database to guide next-generation peptide-based immunotherapy development by Sven Nahnsen, Hans-Georg Rammensee, Cécile Gouttefangeas, Jonas S Heitmann, Juliane S Walz, Jens Bauer, Marcel Wacker, Annika Nelde, Jonas Scheid, Steffen Lemke, Marissa L Dubbelaar, Patrick Zimmermann, Naomi Hoenisch Gravel, Susanne Jung, Anna Dengler, Yacine Maringer, Sven Fillinger, Tatjana Bilich

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