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Copyright of Canadian Medical Association Journal (CMAJ) is the property of CMA Impact Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

There has been a growing discourse within higher education to engage with students as partners and harness the strength of students and faculty working together. Engaging in student-faculty partnerships activities offers benefits to both students and faculty, yet there is less research on these practices within science, technology, engineering and mathematics (STEM). The purpose of this study was to conduct a Faculty-wide investigation to identify the benefits and challenges of engaging in student-faculty partnerships activities within a Faculty of Science at a mid-sized university in Ontario, Canada. Using a mixed-method approach of surveys and semi-structured interviews with undergraduate and graduate students, we examined the types of student partnership activities existing within a Faculty of Science as well as gathered insights into students’ perspectives of the benefits and challenges they experience engaging in these activities. Collaborating with faculty on research projects, teaching assistantships, being a student leader in an organization with faculty guidance, and co-authoring manuscripts with faculty members were considered the most impactful partnerships activities. Students reported social, personal, and career development benefits from their involvement in student-faculty partnership activities. Common barriers included difficulties finding opportunities to engage in partnership activities, social barriers (e.g., financial stability), power imbalances, difficult working environments, and personal challenges. Implications for supporting student engagement and collaboration through advantageous student-faculty partnerships are discussed.

A detailed research on deep learning in renewable energy forecasting shows how sophisticated algorithms may improve prediction accuracy. The research explores deep learning models and finds intriguing aspects that improve predictions. Long Short-Term Memory (LSTM) networks can capture temporal relationships in energy data, making them successful in predicting short-term variations with a prediction accuracy boost of 18.18% over ARIMA. Convolutional Neural Networks (CNNs) capture spatial correlations in huge datasets with up to 13% accuracy. With its capacity to analyze sequential data, Recurrent Neural Networks (RNNs) can capture long-term patterns and improve forecasting accuracy by 29.41% over Support Vector Machines. In addition, LSTM’s better handling of non-linear connections in wind energy data has improved prediction accuracy by 14.29% over feedforward networks. These results demonstrate how deep learning approaches improve renewable energy forecasting with unparalleled precision and dependability. As shown in diverse applications, LSTM, CNN, and RNN models improve renewable energy forecasting efficiency and efficacy, boosting sustainable energy solution innovation.

This study investigates the significant changes brought about by hybrid in renewable energy systems. It specifically examines the creation and analysis of hybrids to enhance energy conversion procedures. Graphene hybrids have remarkable potential, with a surface area of 200 m²/g and resulting in a significant 20% increase in energy conversion efficiency, achieving an astonishing 78% compared to control samples. The electrical output metrics highlight the superiority of systems enabled by hybrid, with graphene exhibiting a 20% increase in power production at 1.2 W. Stability assessments focus on the long-term sustainability, with graphene achieving a stability score of 9, suggesting strong and reliable performance. The results demonstrate the exceptional potential of hybrid, namely graphene, to transform the renewable energy sector, offering a significant improvement in efficiency and system stability.

A popular muscle relaxant for the treatment of severe, painful muscular spasms is thiocolchicoside (TCS). Although the precise mechanism underlying its ability to relax muscles is unknown, it demonstrates a specific affinity for the inhibitory gamma-aminobutyric acid and glycinergic receptors. This study used a variety of spectroscopic methods and molecular docking to examine the interaction of TCS with bovine serum albumin (BSA). UV absorption and fluorescence spectroscopic titration analysis supported the conclusion that TCS suppressed BSA's fluorescence through a blend of static and dynamic mechanisms. The thermodynamical constraints revealed that the interaction between BSA and TCS is spontaneous and that van der Waals and hydrogen bonding forces play key roles in stabilising the complex. TCS binds to the site III on BSA, as demonstrated by competitive binding assays utilising site-specific markers and molecular docking studies. By binding TCS, BSA exhibits minor microenvironmental modifications near the tryptophan amino acid residue, according to a structural study employing synchronous fluorescent.

Plants have filled in as a significant wellspring of elements for conventional drugs for centuries. Verifiable records and present day ethno botanical field examines feature their significance in the conventional treatment of irresistible malady. Be that as it may, plants form just a minor level of present collection of FDA-endorsed antimicrobial medications. The present article gives an outline of active components of plants as hint for other wellspring of antimicrobial agents to be used in the battle against microscopic organisms. It additionally surveys the ethno botanical way to deal with sedate disclosure and talks about various inventive focuses for future medication revelation endeavours in this field. Without an uncertainty, antimicrobials are miracle tranquilizers. They have represented a very long time against different irresistible infections and spared a huge number of lives. The ongoing disappointment of antimicrobials because of the sensational rise of multidrug-safe microbes and fast spread of new diseases, be that as it may, prompts wellbeing associations and the pharmaceutical business worldwide to change their methodology and to expand improvement of antimicrobials against quickly rising anti-infection safe microorganisms. In spite of the fact that there is thinking about elective wellsprings of characteristic antimicrobial molecules from plants having different methods of activity, some of which have been utilized in regular medication for a considerable length of time and have appeared to have serious impacts contrasted with other antimicrobials. This examination portrays plant intensity as an elective hotspot for antimicrobial agents.

This article investigates the merging of geopolymerization and plastic waste usage, imagining high-performance brick production that couples innovation with sustainability, in an effort to transform the environmental effect of the building sector. This idea is supported by the circular economy, which diverts resources from waste streams into a closed-loop paradigm. By creating inorganic polymers from aluminosilicate-rich sources, the chemical process of geopolymerization provides a paradigm change in the production of materials. This procedure is improved even more by the addition of plastic trash, which combats plastic pollution and improves brick qualities. In order to create a more resilient and environmentally conscientious construction industry in the future, this paper outlines the process’s complexities, advantages, and difficulties while arguing for a harmonic fusion of circular economy concepts, technical innovation, and environmental stewardship.

This study compares the ecological footprints of geopolymer and red clay brick prisms, two common building materials for long-lasting masonry structures. The study’s goal is to shed light on the environmental performance of different brick kinds by a thorough review of sustainability indices such as embodied energy, CO2 emissions, water use, and trash creation. The results suggest that geopolymer bricks have better environmental features than red clay bricks, such as lower embodied energy, decreased CO2 emissions, lower water consumption, and less waste creation. These findings underline the promise of geopolymer bricks as an eco-friendlier masonry alternative that may improve green building performance. The report, however, stresses the need to think about more than only environmental damage. The sustainability and feasibility of utilising geopolymer and red clay bricks depend heavily on factors including durability, thermal performance, and cost-effectiveness. In order to make educated selections about brick selection, it is important to evaluate these variables. The results of this study provide the groundwork for more research on sustainable masonry materials and contribute to the development of environmentally aware building practises. Architectural and engineering professionals may encourage environmentally responsible building practises and help create a more sustainable and resilient built environment by taking this study’s findings into account.

This article investigates the possible synergy between geopolymers and plastics as a method for sustainable composite materials, addressing the growing worldwide need for environmentally responsible solutions. Geopolymers, which provide low-carbon alternatives to traditional building materials, are being studied alongside plastics, which are recognised for their flexibility and lightweight properties. The research emphasises the ability of this composite to attain increased mechanical, thermal, and chemical qualities by investigating molecular-level interaction processes, enhanced material properties, and applications in diverse sectors. Furthermore, the research assesses environmental consequences, such as decreased carbon emissions and energy usage, while also analysing manufacturing and scaling problems. This work lays the way for a unique route in material science, poised to greatly contribute to a more sustainable and resilient built environment, by giving insights into both present accomplishments and future research possibilities.

Geopolymer concrete is one of the new aged concrete that is widely being studied and applied due to its sustainable approach achieved by its low CO2 emission by eliminating the utilization of cement in concrete. Geopolymer is cement less concrete made out of industrial by products like fly ash, GGBS, Rice husk ask , Mine tailing waste etc. or any other waste material that constituent the Si:Al that can be dissolved and polymerise in the alkaline solution. In the present study we have utilized rice husk ash to develop the geopolymer concrete as rice husk ash is one of the major challenge of handling and large emission of CO2. The geopolymer concrete made out of Rice husk ask is tested against all the standard codal provision for the conventional concrete. Compressive strength results align with the special mix design made out for the geopolymer concrete. The Study was conducted at the ambient temperature as well at the 60°C and microscopic studies were performed to analysis the change in the internal structure using SEM images

This study provides an in-depth bibliometric analysis of the research land-scape of Geopolymer concrete using data from two of the leading scientific databases, Scopus and Web of Science. The analysis covers a time span of 2010 to 2022 and provides a comprehensive evaluation of the growth, age, impact, and collaboration of research in the field. The results show that the annual growth rate of research in Geopolymer concrete is substantial, with a 43.92% increase in the number of documents in Scopus and 15.76% in Web of Science. Furthermore, the document average age is relatively low, with 1.59 years in Scopus and 3.11 years in Web of Science, suggesting that the research in this field is recent and dynamic. The study also found that the research in Geopolymer concrete is highly cited, with an average of 11.69 ci-tations per document in Scopus and 18.69 in Web of Science.The authorship and document type analysis provides valuable insights into the research col-laboration and output in the field. The results show a high level of collabora-tion, with an average of 4.29 co-authors per document in Scopus and 3.47 in Web of Science. Additionally, the majority of the documents in the field are articles, with a smaller number of conference papers, book chapters, and re-views. In conclusion, this study provides a comprehensive overview of the research landscape of Geopolymer concrete and highlights the areas of strength and potential for future research. The results of the analysis can be useful for researchers, policymakers, and stakeholders in the field of Geopol-ymer concrete to understand the current state of the research, identify poten-tial gaps and opportunities, and plan future research activities.Page layout

Reclaimed Asphalt Pavement (RAP) has gained significant attention in recent years as a sustainable alternative to natural aggregate in road construction. This study presents a comparison of the physical attributes of RAP and natural aggregate, with a focus on their potential use as base and subbase materials in flexible pavements. The physical attributes of RAP and natural aggregate were evaluated using standard laboratory tests, including particle size distribution, specific gravity, water absorption, impact value test, Los Angles Abrasion test, flakiness and elongation test. The research concluded that RAP is comparable to natural aggregate in terms of particle size distribution and bulk density but has lower water absorption, impact, and abrasion values. The results shows that RAP is almost 53% more tougher that natural aggregate when tested for Aggregated Impact test and 30% more harder than natural aggregate when compared by Los Angeles abrasion test. Also, heatmap was used to analyse the relationship between physical attributes of natural aggregate and reclaimed asphalt pavement which depicted 93% similarity The findings suggest that RAP has the potential to replace natural aggregate in flexible pavements, further study is required to determine its long-term performance and durability.

It is critical to ensure that the availability of food, as well as food safety, are preserved in food security systems. This has substantial consequences on the health of world’s population. Food safety deals with food-borne disease, and it focuses on how, where, and what food is handled, prepared, and stored. The healthiness of a diet depends on the nutritional quality of its food. Food security is a multifaceted concept that takes into account several issues and projects throughout the globe. The findings from this study are intended to provide insight into the food security of children in rural Punjab, India. To study the possibility to establish sustainable programmes that assure hot meals for school students in rural Punjab, the primary goal of the research is to do so. Researchers in Punjab have not done any equivalent scholarly study focusing on food security from an economic standpoint. In-depth nondirective interviews were used to find out what experienced professionals thought. The findings reveal the need to increase family and school food resources to meet the nutritional requirements of children in rural regions. Additionally, offering hot meals in primary schools in impoverished communities is justifiable since poor nutrition among school-aged children has both short-term and long-term impacts on their academic success and development. These findings lead to management implications for policy makers who want to measure the effectiveness of national and state funded educational programmes.

The circumstances for both successful livelihoods programming for refugees and for contributing to the local economy are present in the Kurdish region of Iraq.

INTRODUCTION: Inguinal hernias have been treated traditionally with open methods of herniorrhaphy or hernioplasty. But the trends have changed in the last decade with the introduction of minimal access surgery. METHODS: This study was a prospective descriptive study in patients presenting to Surgery Department of B. P. Koirala Institute of Health Sciences, Dharan, Nepal with reducible inguinal hernias from January 2011 to June 2012. All patients >18 years of age presenting with inguinal hernias were given the choice of laparoscopic repair or open repair. Those who opted for laparoscopic repair were included in the study. RESULTS: There were 50 patients, age ranged from 18 to 71 years with 34 being median age at presentation. In 41 patients, totally extraperitoneal repair was attempted. Of these, 2 (4%) repairs were converted to transabdominal repair and 2 to open mesh repair (4%). In 9 patients, transabdominal repair was done. The median total hospital stay was 4 days (range 3-32 days), the mean postoperative stay was 3.38,3.14 days (range 2-23 days), average time taken for full ambulation postoperatively was 2.05,1.39 days (range 1-10 days), and median time taken to return for normal activity was 5 days (range 2-50 days). One patient developed recurrence (2%). None of the patients who had laparoscopic repair completed complained of neuralgias in the follow-up. CONCLUSION: Laparoscopic repair of inguinal hernias could be contemplated safely both via totally extra peritoneal as well as transperitoneal route even in our setup of a developing country with modifications.