Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters [version 5; peer review: 1 approved, 2 approved... by Rodrigo M. Carrillo-Larco, Jesús Lovón-Melgarejo, Manuel Castillo-Cara

“…Background: While clinical medicine has exploded, electronic health records for Natural Language Processing (NLP) analyses, public health, and health policy research have not yet adopted these algorithms. We aimed to dissect the health chapters of the government plans of the 2016 and 2021 Peruvian presidential elections, and to compare different NLP algorithms. …”
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Methodological provision of th analysis and assessment of the development of the circular economy in the EU by Оleksandr Shubalyi, Viktor Khomytskyi, Svitlana Moshchych

“…The results of the study can be useful for the state statistics authorities in Ukraine to adapt the methodological approaches adopted in the EU countries for the analysis and assessment of the development of the circular economy, as well as the state authorities for the implementation in the domestic institutional environment of European principles, concepts and normative acts to stimulate the transition to sustainable growth and development of the circular economy, which will contribute to the acceleration of the process of gaining full membership of Ukraine in the European Union…”
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Psychological stress and depression symptoms in nursing undergraduates: the chain mediating effect of cognitive reappraisal and ruminate thinking by Yinjuan Zhang, Fang Liu, Jin Ma, Jing Wu, Chao Shen, Fengjiao Chang, Wendong Hu, Hongjuan Lang

“…Methods A total of 1,220 nursing undergraduates were carried out by stratified sampling from July to December of 2023 via online survey. The investigation adopted the Perceived Stress Scale (PSS-10), Emotion Regulation Questionnaire (ERQ), Ruminative Response Scale (RRS), and the Center for Epidemiologic Studies Depression Scale (CES-D) to measure the level of psychological stress, cognitive reappraisal, ruminative thinking and depression symptoms, respectively. …”
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Narratives of change: how climate change narratives have evolved since the 1970s by Zarina Kulaeva

“…Semistructured interviews were conducted with a sample of 12 experts in the field using narrative analysis. We adopted an inductive approach, allowing climate narratives to emerge organically from the interview data, and facilitating the emergence of new topics and perspectives. …”
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Study on the Key Technology of Controlling the Instability of Deep High-Stress Coal and Rock Mass and Relieving the Danger by Zhijing Zhang, Jianghong Zuo, Dongji Lei

“…In order to solve the problem of stress concentration and gas overrun in the process of uncovering high gas and thick coal seam, combined with the occurrence characteristics of coal seams in Wuyang Coal Mine, the measures of “hydraulic and mechanical cavity making + steel screen pipe + surrounding rock grouting” are adopted to establish a method for mutual verification of multiple effect test indexes of residual stress, residual gas content, coal seam moisture content, and microseismic signal characteristics, and the three-dimensional accurate analysis of the influence range of hydraulic cavitation is effectively realized. …”
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Cognitive Deficit-Related Interhemispheric Asynchrony within the Medial Hub of the Default Mode Network Aids in Classifying the Hyperthyroid Patients by Mengmeng Zhi, Zhenghua Hou, Yuqun Zhang, Yingying Yue, Ling Li, Yonggui Yuan

“…Further receiver operating characteristic (ROC) curve analysis was adopted to examine the power of changed regional VMHC in classifying the patients with hyperthyroidism. …”
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Geological characteristics and development effect evaluation of coalbed methane reservoirs in Panguan syncline, Guizhou Province by Haiyang HU, Fuqin YANG, Jie CHEN, Yi LOU, Yuting WAN

“…For the Panguan syncline with low permeability and multiple coal seams, the study suggests adopting the technical approach of "selected layer perforation, segmented fracturing, and commingled drainage and production" to improve the geological and engineering potential of CBM development.…”
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Transformative adaptation: from climate-smart to climate-resilient agriculture by Jon Hellin, Eleanor Fisher, Marcus Taylor, Suhas Bhasme, Ana María Loboguerrero

“…Success has tended to be measured in terms of the number of farmers adopting CSA with less focus given to the impacts especially on human development. …”
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From one size fits all to a tailored approach: integrating precision medicine into medical education by Lana Sbitan, Noor Alzraikat, Haneen Tanous, Abdelrahman M. Saad, Mohanad Odeh

“…Physicians cited limited accessibility as the main barrier to adopt precision medicine (92.9%), while high cost was the primary obstacle reported by students (80.2%). …”
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De la pauvreté volontaire à la soutenabilité : reconfigurations de la sobriété dans l’Arche de Lanza del Vasto by Aurélien Remy

“…L’introduction de machines et de l’électricité, l’abandon de l’ascèse et de la coercition formalisée dans une Règle de vie, dessinent une trajectoire qui n’aboutit cependant pas à adopter l’idéal d’abondance qui trame la société mainstream. …”
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CAUSES OF COLLUSION AMONG PEOPLE IN CONSTRUCTION by Ayodeji OKE, Clinton AIGVABOA, Zacharia Mangena, Wellington THWALA

“…Furthermore, good ethical practice is one of the solutions that professionals should adopt. In view of this, agencies, institutes, and boards concerned with the monitoring and regulation of professionals, contractors, and general construction activities should therefore ensure that appropriate sanctions and punishments are applied for any members found culpable. …”
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Noninvasive high-frequency oscillation ventilation as post- extubation respiratory support in neonates: Systematic review and meta-analysis. by Rameshwar Prasad, Bijan Saha, Md Habibullah Sk, Jagdish Prasad Sahoo, Bhupendra Kumar Gupta, Subhash Chandra Shaw

“…<h4>Introduction</h4>Noninvasive High-Frequency Oscillatory Ventilation (NHFOV) is increasingly being adopted to reduce the need for invasive ventilation after extubation.…”
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Analyzing Radiation Protection Risks in Nuclear Medicine: Cause Investigation and WSR-Based Countermeasure Evaluation by Sun P, Li G, Zhu Y

“…The control group (600 cases) used standard inspection-based radiation protection, while the observation group (600 cases) adopted WSR system management in addition to standard measures. …”
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Protocol for the impact of machine learning-based clinician decision support algorithims in perioperative care (IMAGINATIVE) in Singapore general hospital : a large prospective ran... by Marcus Ong, Hairil Rizal Abdullah, Ecosse Lamoureux, Elaine Lum, Gek Hsiang Lim, Tan Pei Yi Brenda, Celestine Loh

“…The IMAGINATIVE Trial aims to evaluate the efficacy of such systems in a large academic medical centre.Methods and analysis This study adopts type 1 effectiveness-implementation study design within a randomised controlled trial framework. …”
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Aerosol-generating otolaryngology procedures and the need for enhanced PPE during the COVID-19 pandemic: a literature review by Paul Mick, Russell Murphy

“…Based on the precautionary principle, even though the evidence is not definitive, adopting enhanced personal protective equipment protocols is reasonable based on the evidence. …”
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Evaluating the feasibility of automating dataset retrieval for biodiversity monitoring by Alexandre Fuster-Calvo, Sarah Valentin, William C. Tamayo, Dominique Gravel

“…Our evaluative framework, based on predefined criteria, can be adopted by automated algorithms for streamlined prioritization, and we make our manually evaluated data publicly available, serving as a benchmark for improving classification techniques.…”
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Parameter Sensitivity Analysis of the Hydraulic Fracture Growth Geometry in a Deep Shale Oil Formation: An Experimental Study by Shanzhi Shi, Yushi Zou, Lihua Hao, Beibei Chen, Shicheng Zhang, Xinfang Ma, Shipeng Zhang

“…Therefore, the fracturing technology of alternating injection of prehigh viscosity fracturing fluid and postlow viscosity fracturing fluid can be adopted to maximize the complexity of fracturing fractures in deep shale reservoirs. …”
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Genetic gain of grain yield and quality in bread wheat cultivars representing 40 years of breeding in Morocco by S. Bennani, M. Taghouti, F. Gaboun

“…More efforts should be deployed to implement a good balance between yield performance and quality in the new released cultivars despite the negative correlation between these two traits (r = –0.36; P &lt; 0.001).Conclusion. Adopting advanced technologies, like genomic selection, adequate agronomic practices, and more efficient selection criteria are essential steps to further increase simultaneously grain yield and quality traits.…”
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The Impacts and Economic Analysis of Jack Mackerel Meal Inclusion in Low Fish Meal Diets on the Growth and Feed Availability of Juvenile Rockfish (<i>Sebastes schlegeli</i>) by Yu Jin Sim, June Kim, Sung Hwoan Cho

“…A two-way {dietary substitution source [chicken by-product meal (CBM), meat meal (MM), and tuna by-product meal (TBM)] × substitution level (25% and 50%)} ANOVA experimental design was adopted. The control (Con) diet included 55% FM. In the Con diet, 25% and 50% of FM were substituted with CBM, MM, and TBM, with the inclusion of 22% JMM exhibiting strong attractiveness for rockfish, named CBM25J, CBM50J, MM25J, MM50J, TBM25J, and TBM50J diets, respectively. …”
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Drawing-Aware Parkinson&#x2019;s Disease Detection Through Hierarchical Deep Learning Models by Ioannis Kansizoglou, Konstantinos A. Tsintotas, Daniel Bratanov, Antonios Gasteratos

“…A rigorous 5-fold cross-validation strategy is adopted for evaluation, indicating our system&#x2019;s robust behavior under different testing scenarios. …”
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