TÉCNICAS DE VALIDAÇÃO DE DADOS PARA SISTEMAS INTELIGENTES: UMA ABORDAGEM DO SOFTWARE SDBAYES

Nesse artigo é abordado a validação de métricas de Mineração de dados, referentes a um software, denominado SDBayes, que foi desenvolvido em um projeto de pesquisa. O software faz a predição dos discente mais propensos a evadir ou permanecer em uma Instituição de Ensino Superior apresentando probabilidades de permanência e probabilidades de evasão, também utiliza Redes Bayesianas, que são métricas de classificação muito usadas para a área médica, pois simula muito bem o raciocínio humano. No entanto, as classificações feitas pelas Redes bayesianas nem sempre correspondem com a realidade do problema, com isso, foram abordadas, cinco técnicas de validação de dados, para estimar a real capacidade de predição do sistema desenvolvido. Os métodos usados foram: F-measure, K-fold, Hold-out, Leave-one-out e o Receiver Operating Characteristics (ROC)

Sorção do inseticida tiametoxam nas frações orgânica e mineral de um latossolo amarelo

The sorption of thiamethoxam in a Brazilian Oxisol was determined in soil samples with and without organic matter for two different dephs (0-0.1 and 0.4-0.7 m). The results indicated a predominant sorption of thiamethoxam on soil without organic matter. The following Kd values of 4.25 mL g-1 (0-0.1 m, r² = 0.8534) and 5.30 mL g-1 (0.4-0.7 m, r² = 0.9884) and Kf values, 7.65 mL g-1 (0-0.1 m, r² = 0.9623) and 7.72 mL g-1 (0.4-0.7 m, r² = 0.9775) were obtained. Those sorption coefficient values indicated a small interaction between thiamethoxam for both original soil and soil without organic matter

Wavelength-shifting fibers for calorimetric measurements in a long base line neutrino oscillation experiment

Abstract The NOE Collaboration has proposed a calorimeter to measure the energy of the final states of ν interaction events. The properties of long scintillator bars with wavelength-shifting fiber readout have been studied to develop a calorimeter design option. Various prototypes have been exposed to a cosmic rays stand. The total measured light yield in the middle of a 6 m -long fiber is about 15 photoelectrons. With this photon collection performance, it has been simulated that the calorimeter can achieve 17%/ E and 50%/ E resolutions for electrons and pions, respectively

Horta é Saúde: plantar e colher alimentos é o melhor remédio para viver bem

Ao analisar o atual cenário agrícola mundial, é possível perceber a necessidade de pensar e desenvolver um novo paradigma que atenda à produção de alimentos seguros, saudáveis e sustentáveis, seja de uma família, comunidade ou sociedade. Este projeto de extensão universitária teve como objetivo difundir a agroecologia e contribuir para a promoção da segurança e da soberania alimentar através da implantação e condução de uma horta doméstica na Associação Hospital de Caridade Três Passos (AHCTP)/Rio Grande do Sul (RS). Para o desenvolvimento desta proposta, diversas atividades foram conduzidas de 2017 até o final do ano de 2019 na AHCTP, com a participação da comunidade acadêmica da Uergs Unidade Três Passos e demais parceiros de trabalho. Foram realizadas atividades como entrevistas, implantação, condução e ampliação da horta, reforma e construção dos canteiros, plantio de hortaliças, entre outras ações que visaram a difusão do aprendizado acadêmico integrado à prática sustentável e à valorização das potencialidades do local, tendo-se como premissa básica em todas as ações, a promoção da sustentabilidade e da segurança alimentar da comunidade hospitalar e a valorização ambiental. Como resultados principais pode-se destacar a produção de alimentos saudáveis e de qualidade, a difusão da agroecologia e a promoção da segurança alimentar, a valorização do meio ambiente, e a integração social na Região Celeiro do RS, além da integração Universidade – sociedade. Sendo assim, conclui-se que o trabalho na horta é uma importante ação de promoção da saúde e do bem viver

Metagenomics of the Deep Mediterranean, a Warm Bathypelagic Habitat

BACKGROUND: Metagenomics is emerging as a powerful method to study the function and physiology of the unexplored microbial biosphere, and is causing us to re-evaluate basic precepts of microbial ecology and evolution. Most marine metagenomic analyses have been nearly exclusively devoted to photic waters. METHODOLOGY/PRINCIPAL FINDINGS: We constructed a metagenomic fosmid library from 3,000 m-deep Mediterranean plankton, which is much warmer (approximately 14 degrees C) than waters of similar depth in open oceans (approximately 2 degrees C). We analyzed the library both by phylogenetic screening based on 16S rRNA gene amplification from clone pools and by sequencing both insert extremities of ca. 5,000 fosmids. Genome recruitment strategies showed that the majority of high scoring pairs corresponded to genomes from Rhizobiales within the Alphaproteobacteria, Cenarchaeum symbiosum, Planctomycetes, Acidobacteria, Chloroflexi and Gammaproteobacteria. We have found a community structure similar to that found in the aphotic zone of the Pacific. However, the similarities were significantly higher to the mesopelagic (500-700 m deep) in the Pacific than to the single 4000 m deep sample studied at this location. Metabolic genes were mostly related to catabolism, transport and degradation of complex organic molecules, in agreement with a prevalent heterotrophic lifestyle for deep-sea microbes. However, we observed a high percentage of genes encoding dehydrogenases and, among them, cox genes, suggesting that aerobic carbon monoxide oxidation may be important in the deep ocean as an additional energy source. CONCLUSIONS/SIGNIFICANCE: The comparison of metagenomic libraries from the deep Mediterranean and the Pacific ALOHA water column showed that bathypelagic Mediterranean communities resemble more mesopelagic communities in the Pacific, and suggests that, in the absence of light, temperature is a major stratifying factor in the oceanic water column, overriding pressure at least over 4000 m deep. Several chemolithotrophic metabolic pathways could supplement organic matter degradation in this most depleted habitat

Effect of sitagliptin on cardiovascular outcomes in type 2 diabetes

BACKGROUND: Data are lacking on the long-term effect on cardiovascular events of adding sitagliptin, a dipeptidyl peptidase 4 inhibitor, to usual care in patients with type 2 diabetes and cardiovascular disease. METHODS: In this randomized, double-blind study, we assigned 14,671 patients to add either sitagliptin or placebo to their existing therapy. Open-label use of antihyperglycemic therapy was encouraged as required, aimed at reaching individually appropriate glycemic targets in all patients. To determine whether sitagliptin was noninferior to placebo, we used a relative risk of 1.3 as the marginal upper boundary. The primary cardiovascular outcome was a composite of cardiovascular death, nonfatal myocardial infarction, nonfatal stroke, or hospitalization for unstable angina. RESULTS: During a median follow-up of 3.0 years, there was a small difference in glycated hemoglobin levels (least-squares mean difference for sitagliptin vs. placebo, -0.29 percentage points; 95% confidence interval [CI], -0.32 to -0.27). Overall, the primary outcome occurred in 839 patients in the sitagliptin group (11.4%; 4.06 per 100 person-years) and 851 patients in the placebo group (11.6%; 4.17 per 100 person-years). Sitagliptin was noninferior to placebo for the primary composite cardiovascular outcome (hazard ratio, 0.98; 95% CI, 0.88 to 1.09; P<0.001). Rates of hospitalization for heart failure did not differ between the two groups (hazard ratio, 1.00; 95% CI, 0.83 to 1.20; P = 0.98). There were no significant between-group differences in rates of acute pancreatitis (P = 0.07) or pancreatic cancer (P = 0.32). CONCLUSIONS: Among patients with type 2 diabetes and established cardiovascular disease, adding sitagliptin to usual care did not appear to increase the risk of major adverse cardiovascular events, hospitalization for heart failure, or other adverse events

Current management of the gastrointestinal complications of systemic sclerosis.

Systemic sclerosis is a multisystem autoimmune disorder that involves the gastrointestinal tract in more than 90% of patients. This involvement can extend from the mouth to the anus, with the oesophagus and anorectum most frequently affected. Gut complications result in a plethora of presentations that impair oral intake and faecal continence and, consequently, have an adverse effect on patient quality of life, resulting in referral to gastroenterologists. The cornerstones of gastrointestinal symptom management are to optimize symptom relief and monitor for complications, in particular anaemia and malabsorption. Early intervention in patients who develop these complications is critical to minimize disease progression and improve prognosis. In the future, enhanced therapeutic strategies should be developed, based on an ever-improving understanding of the intestinal pathophysiology of systemic sclerosis. This Review describes the most commonly occurring clinical scenarios of gastrointestinal involvement in patients with systemic sclerosis as they present to the gastroenterologist, with recommendations for the suggested assessment protocol and therapy in each situation