The BERTopic model served as an exploratory method to be used just in case labeling and subsequent application in supervised models. The automated identification of various other conditions raises honest questions regarding the treatment of health information by machine learning.Knowledge interpretation (KT) aims at the useful usage of systematic analysis results and at the track of the benefits triggered into the populace’s wellness. In wellness, the federal government and particularly community anticipate that investments in analysis will produce results that go beyond the manufacturing and publication of real information, provoking outcomes such as for instance general public guidelines, methods, services and products, and technologies to profit the healthiness of the population. Nonetheless, shutting the gaps between study and application requires conquering a number of difficulties. This study aimed to propose strategies to foster the process of transforming the clinical understanding created in research into actions and items that play a role in improving the population’s wellness based on the recognition of barriers and facilitating factors of a health science and technology institute. The reports of interviews performed with 16 scientists revealed 10 types of barriers, especially “limited funding into the research and technology institute” and “insufficient tech support team for understanding interpretation”. “Infrastructure and institutional assistance” was the assisting aspect group participants talked about the essential. Eventually, we developed the artifact “strategies and approaches for conquering barriers to make usage of research outcomes”. Among the methods, we recommend the inclusion of a knowledge translation Software for Bioimaging control in stricto sensu graduate programs plus the development of an instance in the organizational structure regarding the research and technology institute to technically and managerially support the application of analysis outcomes.The usage of Health influence Assessment (HIA) within the establishment of an urban protected area can raise the good impacts and mitigate the bad impacts caused by its execution. Brazil hosts a few of the most crucial biodiversity hotspots on earth together with HIA may benefit biodiversity and real human health. These places are generally created without the preceding study to evaluate their effects on wellness. Protected areas positioned in urban areas are necessary to steadfastly keep up ecological balance and total well being in towns and cities. It encourages good effects on wellness, providing ecosystem services and salutogenic benefits. However, they are able to create bad impacts including the violation of human being legal rights, property speculation, spread of vectorial diseases, and psychosocial stress. Based on the recognition regarding the potential effects of urban shielded places on health and best practices, this qualitative and exploratory research justifies the employment of HIA in urban protected areas, especially in the Brazil, and suggests the key botanical medicine elements for the building of a methodological method to donate to the lasting Development Goals plus one of the choices, the Buen Vivir approach.The COVID-19 pandemic has significantly impacted healthcare systems globally, especially in the management of persistent diseases such as for instance disease. This research explores the consequences of COVID-19 on cancer tumors death trends in Brazil, Chile, and Peru. The monthly age-standardized mortality prices in different places of death (hospital/clinic or home) were determined using essential data and death certificate databases. An interrupted time series evaluation was done for every single nation, utilising the date of lockdown implementation due to the fact input point. Overall cancer mortality rates paid down after the implementation of 1-NM-PP1 pandemic limitations, with a significant decrease in Brazil. In total, 75.3%, 55.4%, and 45.7percent of fatalities in Brazil, Peru, and Chile, respectively, occurred in hospitals. After lockdowns were implemented, at-home fatalities increased in all nations, and in-hospital fatalities correspondingly decreased just in Chile. Our results suggest that COVID-19 has significantly impacted prices of cancer mortality and put of demise in Latin America.In view of the growing concern about the usage of qualitative strategy in wellness research, this article is designed to analyze the way the qualitative theoretical-methodological framework of HIV prevention is provided in empirical study. We conducted an integrative literature review because of the following guiding questions “just how could be the qualitative theoretical-methodological framework expressed in empirical research on HIV avoidance?”; “Exactly what are the limitations and potentials for the qualitative methodological styles utilized?”. In the qualitative methodological conversation, five measurements guided the methodological training course together with presentation of findings, through the analysis of the characterization of qualitative studies to the contextualization associated with the scientific studies and also the methodological methods used, highlighting the use of semi-structured interviews with thematic material analysis. We also examined social categories and analytical sources, attracting awareness of the plurality of the theoretical-conceptual references also to the writers’ polyphony, and identified the limitations and potentials of qualitative study.