A hybrid fuzzy decision-making approach for evaluating the suppliers based on industry 5.0 and viable supply chain dimensions: a case study in medical devices manufacturing by Zeinab Asadi, Hassanali Aghajani, Mohammad Valipourkhatir, Erfan Babaee Tirkolaee

“…Also, to show the robustness and validation of the proposed approach, its results are compared with those of traditional approaches.Findings: In this study, a list of indicators, including six aspects and 34 criteria, is provided for the research problem based on its nature, and their importance has been computed. Based on the outputs, the general metric is the most important aspect, and the human-centricity metric is the least significant. …”
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Long-Term Homogeneity and Trends of Hydroclimatic Variables in Upper Awash River Basin, Ethiopia by Mekonnen H. Daba, Gebiaw T. Ayele, Songcai You

“…In order to analyze homogeneity of hydroclimatic variables, we used four homogeneity tests (Pettitt’s test, Buishand’s test, standard normal homogeneity test, and von Neumann ratio test) at 5% significance level. Based on the outputs of four homogeneity tests, the results were classified into three categories, namely, “useful,” “doubtful,” and “suspect” to select the homogeneity stations. …”
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Short-Term and Long-Term Effects of Bariatric Surgery on Diabetic Retinopathy: A Systematic Review by Erika Butkutė, Monika Zieniūtė, Agnė Morkūnaitė, Vilma Jūratė Balčiūnienė

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Challenges and motivating factors for integrating geostatistical models in targeted schistosomiasis control: A qualitative case study in Northwestern Tanzania. by Jake D Mathewson, Linda van der Spek, Dunstan J Matungwa, Anna Samson, Harry L S Coleman, Ente J J Rood

“…With no precedent on how outputs from a geostatistical model could be used to inform decision-making in Tanzania, this qualitative study explores perceptions on what may challenge and motivate program staff in Tanzania's national schistosomiasis control program to integrate the models into routine planning to guide disease control interventions.…”
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Dietary Diversity among Children Aged 6–23 Months in Aleta Wondo District, Southern Ethiopia by Karisa Dafursa, Samson Gebremedhin

“…Ultimately, the dietary diversity score (DDS) was rated on a 7-point scale, and it was modeled using linear regression analysis. The outputs are presented using adjusted regression coefficients (β). …”
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Common features of environmentally and socially engaged community programs addressing the intersecting challenges of planetary and human health: mixed methods analysis of survey an... by Linda J. M. Thomson, Linda J. M. Thomson, Ailsa Critten, Victoria Hume, Helen J. Chatterjee, Helen J. Chatterjee

“…The study indicates the need for inclusive practice, partnership work, and sustainable funding that can support practitioner wellbeing and the process, outputs and impacts of natural and sustainable environment-based health interventions and other resources instrumental in preventative healthcare.…”
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Forecasting Weather using Deep Learning from the Meteorological Stations Data : A Study of Different Meteorological Stations in Kaski District, Nepal by Supath Dhital, Kapil Lamsal, Sulav Shrestha, Umesh Bhurtyal

“…This project aims to forecast the next 2-hour Precipitation and Air Temperature for Pokhara Domestic Airport meteorological station and the next day's Precipitation, Maximum and Minimum Air Temperature forecast for Lumle, Begnas, and Lamachaur meteorological station, total of four meteorological stations of the Kaski District, Nepal using Long Short-Term Memory (LSTM): a Recurrent Neural Network (RNN) and deploy the outputs through the web portal. The four hourly parameters: Rainfall, Relative Humidity (R.H), Wind Speed, and Air Temperature, were used for modeling the airport station forecast, whereas Rainfall, Relative Humidity (R.H), Maximum and Minimum Temperature were used for modeling the Begnas and Lumle station forecast and only Precipitation data was used for Lamachaur station. …”
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Observation-driven model for calculating water-harvesting potential from advective fog in (semi-)arid coastal regions by F. Lobos-Roco, F. Lobos-Roco, J. Vilà-Guerau de Arellano, C. del Río, C. del Río

“…When combined with <span class="inline-formula"><i>r</i>_l</span>, this coefficient facilitates the estimation of fog-harvesting volumes (L m<span class="inline-formula">⁻²</span>). AMARU's outputs are validated against in situ observations collected over Chile's coastal (semi-)arid regions at various elevations and during various years (2018–2023). …”
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Revisiting teacher educators' training in Ethiopia: Implications for a new approach to curriculum development by Haftu Hindeya Gebremeskel, Ahmed Yibrie Ahmed, Dawit Asrat Getahun, Meskerem Lechissa Debele, Dawit Tibebu, Dereje Taye Wondem

“…Furthermore, secondary data sources such as the National Learning Assessment results (MoE, 2000–2016), Education Sector Development Program documents (2010–2015), Growth and Transformation Plan I (GTP I) (MoFED, 2010) and GTP II (National Plan Commission, 2016), previous MEd curricular documents in science and mathematics education, as well as existing research outputs were examined. Results indicated very low student performance in mathematics and science disciplines, CTE teacher educators’ lack of sufficient and relevant pedagogical background as they did not pass through relevant training programs. …”
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Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review by Julien Kallout, Antoine Lamer, Julien Grosjean, Gaétan Kerdelhué, Guillaume Bouzillé, Thomas Clavier, Benjamin Popoff

“…ConclusionsThe abundance of scientific outputs resulting from these databases, coupled with the diversity of topics addressed, highlight the importance of these databases as valuable resources for clinical research. …”
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اعادة الهندسة الاداریة کمدخل لتمیز مؤسسات المعرفة by د. أمنیة خیر توفیق

“…Different types of knowledgeinstitutions need to re-engineer management , whether they suffer or not fromproblems of re-engineering in knowledge institutions : Service of reengineering ,reengineering process , reengineering ofmanagement systems , reengineering requires management improvementand development especially in the areas of organizational work , process outputs, system , and resources .A set of reengineering approaches that can be reliably applied toknowledge institutions is available from the results of the application of thereengineering approach to knowledge institutions : the transformation ofbusiness units from functional departments to operations teams , transformingjobs from simple tasks to complex work , the focus shifts on performancestandards , rewards and activities to results , Examples of obstacles that arepreventing the re-engineering approach to knowledge. institutions : the existenceof a culture of resistance to change, the lack of clarity of the knowledge        institution's vision , its organizational culture in the process of re-engineering, theuse of non-cadres to lead the process of administrative re-engineering, assigningadministrative re-engineering to retiring individuals , non-discrimination betweenadministrative re-engineering and other change programs, An example of therequirements for : The adequate awareness of the wishes of the beneficiaries ,an analysis of the institution's position and the design of the objectives of change, the belief of the senior management in the importance of change andencouragement of employees and understanding of the process of reengineeringadministrative management .Recommendations of the study : The need to adopt conscious leaders indifferent types of knowledge institutions , providing the necessary budget forapplying administrative reengineering in knowledge institutions , establishing aspecialized unit for reengineering of knowledge institutions , setting a plan for aspecific period of time of different types , especially the leaders in which newskills and knowledge on the reengineering management , monitoring theexperiences and management practices distinct in the field of reengineeringmanagement services facilities to document and benefit from them , increasingdependence needed to support administrative processes of reengineeringmethod of information technology .…”
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How international research consortia can strengthen organisations’ research systems and promote a conducive environment and culture by Justin Pulford, Nadia Tagoe, Yan Ding, Imelda Bates, Susie Crossman, Taghreed El Hajj, Tara Tancred, Lorelei Silvester, Martina Savio, Natasha Bevan

“…Without this, consortia leaders may continue to prioritise research outputs over creating and embedding sustainable improvements in their organisations’ research systems.…”
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Revisiting teacher educators' training in Ethiopia: Implications for a new approach to curriculum development by Haftu Hindeya Gebremeskel, Ahmed Yibrie Ahmed, Dawit Asrat Getahun, Meskerem Lechissa Debele, Dawit Tibebu, Dereje Taye Wondem

“…Furthermore, secondary data sources such as the National Learning Assessment results (MoE, 2000–2016), Education Sector Development Program documents (2010–2015), Growth and Transformation Plan I (GTP I) (MoFED, 2010) and GTP II (National Plan Commission, 2016), previous MEd curricular documents in science and mathematics education, as well as existing research outputs were examined. Results indicated very low student performance in mathematics and science disciplines, CTE teacher educators’ lack of sufficient and relevant pedagogical background as they did not pass through relevant training programs. …”
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Early warning systems (EWSs) for chikungunya, dengue, malaria, yellow fever, and Zika outbreaks: What is the evidence? A scoping review. by Laith Hussain-Alkhateeb, Tatiana Rivera Ramírez, Axel Kroeger, Ernesto Gozzer, Silvia Runge-Ranzinger

“…While some advanced EWS showed high prediction abilities, the scarcity of tool assessments in terms of integration into existing national surveillance systems as well as of the feasibility of transforming model outputs into local vector control or action plans tends to limit in most cases the support of countries in controlling disease outbreaks.…”
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African animal trypanocide resistance: A systematic review and meta-analysis by Keneth Iceland, Kasozi, Ewan, Thomas MacLeod, Susan, Christina Welburn

“…Data were cleaned using the SR deduplicator and covidence and analyzed using Cochrane RevMan®. Dichotomous outputs were presented using risk ratio (RR), while continuous data were presented using the standardized mean difference (SMD) at a 95% confidence interval. …”
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Teachers' Motivation and Students' Academic Performance in Schools in Kanungu Town Council Kanungu District. by Arineitwe, Benson

“…The study recommended that the head teachers should take into consideration the feelings of teachers since teachers are the key assets of the school therefore they should be motivated always so that they can perform and there should be a good education policy to guarantee quality outputs, it must be serviced optimally with appropriate trained and motivated teaching staff. adequately supplied with necessary facilities scholastic materials and equipment.…”
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Promise and Peril: Stellar Contamination and Strict Limits on the Atmosphere Composition of TRAPPIST-1 c from JWST NIRISS Transmission Spectra by Michael Radica, Caroline Piaulet-Ghorayeb, Jake Taylor, Louis-Philippe Coulombe, Björn Benneke, Loic Albert, Étienne Artigau, Nicolas B. Cowan, René Doyon, David Lafrenière, Alexandrine L’Heureux, Olivia Lim

“…While their favorable planet-to-star radius ratios enable searches for even thin secondary atmospheres, their high activity levels and high-energy outputs threaten atmosphere survival. Here we present the 0.6–2.85 μ m transmission spectrum of the 1.1 R _⊕ ,  ∼ 340 K rocky planet TRAPPIST-1 c obtained over two JWST NIRISS/SOSS transit observations. …”
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Spatiotemporal Variations in Phytoplankton Community Structure and Diversity: A Case Study for a Macroalgae–Oyster Reef Ecosystem by Min Xu, Qi Zhao, Yufu Xu, Shenzhi Wang, Yingbo Yu, Haipeng Zhang, Yun Wang, Jiabin Shen, Linlin Yang, Yunling Zhang, Takayoshi Otaki, Teruhisa Komatsu, Kaida Xu

“…This action resulted in sustainable annual economic outputs through the fishing and sea cucumber put-and-take fishery. …”
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Omics-Based Comparison of Fungal Virulence Genes, Biosynthetic Gene Clusters, and Small Molecules in <i>Penicillium expansum</i> and <i>Penicillium chrysogenum</i> by Holly P. Bartholomew, Christopher Gottschalk, Bret Cooper, Michael R. Bukowski, Ronghui Yang, Verneta L. Gaskins, Dianiris Luciano-Rosario, Jorge M. Fonseca, Wayne M. Jurick

“…Global transcriptional and metabolomic outputs were disparate between the species, nearly identical for <i>P. chrysogenum</i> isolates, and different between <i>P. expansum</i> isolates. …”
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Explainable AI for Healthcare 5.0: Opportunities and Challenges by Deepti Saraswat, Pronaya Bhattacharya, Ashwin Verma, Vivek Kumar Prasad, Sudeep Tanwar, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma

“…Recently, explainable AI (EXAI) has been a disruptive trend in AI that focuses on the explainability of traditional AI models by leveraging the decision-making of the models and prediction outputs. The explainability factor opens new opportunities to the black-box models and brings confidence in healthcare stakeholders to interpret the machine learning (ML) and deep learning (DL) models. …”
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