964 resultados para bromine and iodine determination
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Trabalho de Projeto para obtenção do grau de mestre em Engenharia Civil na Área de Especialização em Estruturas
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The aim of this study was to determine the value of blood culture as a parameter of treatment effectiveness in experimental histoplasmosis. A total of thirty five hamsters, weighing approximately 120g, were inoculated intracardiacly with 0.1 ml of a suspension containing 4 x 10(7) cells/ml of the yeast phase of H. capsulatum. Treatments were started one week after the infection and lasted for 3 weeks. The azoles, (itraconazole, saperconazole and fluconazole) were administered once a day by gavage, at a dose of 8 mg/kg; Amphotericin B was given intraperitonealy every other day at a dose of 6mg/kg. Blood samples (1 ml) were obtained by heart punction from the 4th day after infection and were seeded in Sabouraud honey-agar and BHI-agar. The hamsters that survived were killed one week after treatment completion and the following criteria were considered for treatment evaluation: 1) rate of spontaneous death, at the end of the experience; 2) microscopic examination of Giemsa smears from liver and spleen and 3) determination of CFU in spleen cultures. Amphotericin B was the most effective drug, with negative blood cultures at day 20, negative spleen cultures in all cases and all the animals survived until the end of the study. Fluconazole was the less effective drug, blood cultures were positive during the whole experience, spleen cultures showed a similar average of CFU when compared with the control animals and 42.8% of these animals died. Saperconazole and itraconazole showed a similar activity, with survival of all hamsters and negative blood cultures at 23 and 26 days respectively. Blood culture seems to be valuable parameter for treatments' evaluation in experimental histoplasmosis of the hamster.
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Tendo por referência a diretiva 2006/95/CE, o trabalho desenvolvido no contexto da disciplina de Dissertação/Projeto/Estágio do Mestrado de Engenharia de Instrumentação e Metrologia, decorreu nas instalações do IEP (Instituto Electrotécnico Português) e teve como objetivo principal o desenvolvimento de um procedimento de avaliação dos efeitos fotobiológicos no olho e pele provocados por fontes de emissão contínua (LED), doravante designado método alternativo ao de referência. Os dois métodos, alternativo e de referência, utilizam respectivamente um foto-radiómetro multicanal e um espetro-radiómetro. O procedimento desenvolvido (método alternativo) de acordo com a norma EN/IEC62471) consiste na aquisição dos valores de irradiância com recurso a um foto-radiómetro e posterior determinação dos valores da radiância, com os quais se faz a avaliação dos efeitos fotobiológicos, para fontes de luz LED (Light Emitting Diode) ou GLS (General Lighting Service). A consulta detalhada da norma EN/IEC62471 e a pesquisa sobre os conceitos, definições, equipamentos e metodologias relacionadas com o tema em causa, constituiu o primeiro passo deste projecto. Com recurso aos dois equipamentos, uma fonte de luz LED (módulo de 12 lâmpadas LED) é avaliada em relação aos perigos (ou riscos) actínico UV e UV-A, ao perigo da luz azul e ainda o perigo térmico na retina e térmico na pele, permitindo fazer uma análise comparativa dos resultados. O método alternativo revelou-se bastante flexível e eficaz, proporcionando bons resultados em termos da irradiância e radiância dos referidos efeitos fotobiológicos. A comparação destes resultados com os valores limites de exposição mencionados na norma EN/IEC6247 permitiu afirmar que a fonte de luz LED avaliada não representa perigo fotobiológico para a saúde humana e classifica-se no grupo de risco “isento”. Uma vez cumpridos os objectivos, entendeu-se que seria uma mais-valia para o trabalho já realizado, estudar outro caso prático. Sendo assim, fez-se a avaliação da radiação de apenas um dos LED´s que constituíam a fonte usada nos ensaios anteriores, com o espetro-radiómetro (método de referência) e com uma distância de 200 mm entre a fonte e o medidor. Neste caso verificaram-se diferenças significativas nas quantidades obtidas quando comparadas com os valores normativos. Concluiu-se que o efeito fotobiológico da luz azul insere-se no grupo de “isento”, sem perigo para a saúde. Contudo, o efeito térmico da retina apresenta um aumento considerável da quantidade de radiância, embora dentro do grupo de risco “isento”. Esta classificação de grupos de risco. Face aos resultados obtidos, pode confirmar-se que as lâmpadas LED apresentam segurança fotobiológica, atendendo aos baixos valores de irradiância e radiância dos efeitos fotobiológicos estudados. Pode ainda afirmar-se que a utilização do foto-radiómetro em alternativa ao espetro-radiómetro se revela mais eficaz do ponto de vista de metodologia prática. Este trabalho demonstra a robustez desses dois equipamentos de avaliação dos efeitos fotobiológicos, e procura estabelecer uma linha de orientação para a prevenção dos efeitos adversos na pele e olhos de todos os seres humanos sujeitos à radiação ótica artificial. Quanto às incertezas de medições, em relação ao processo de medição com foto-radiómetro, a sua estimação não se realizou, devido a não rastreabilidade entre as medições indicadas pelo fabricante, no certificado de calibração e as medidas realizadas por outras entidades. Contudo, é propõe-se a sua realização em trabalhos futuros dentro desse âmbito. As incertezas dos resultados de medições com espetro-radiómetro foram parcialmente estimadas. Atendendo às potencialidades do sistema de medição, propõe-se como trabalho futuro, a aplicação da norma IEC62478, que faz parte da aplicação da norma EN/IEC62471 na avaliação do efeito da luz azul, com base na determinação da temperatura de cor correlacionada (CCT) de lâmpadas ou sistemas de lâmpadas incluindo luminárias. Os valores de irradiância e radiância adquiridos nos processos de avaliação, tanto com foto-radiómetro como espectro-radiómetro foram gravados em ficheiro Excel para um CD e anexados a este trabalho.
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Systematics is the study of diversity of the organisms and their relationships comprising classification, nomenclature and identification. The term classification or taxonomy means the arrangement of the organisms in groups (rate) and the nomenclature is the attribution of correct international scientific names to organisms and identification is the inclusion of unknown strains in groups derived from classification. Therefore, classification for a stable nomenclature and a perfect identification are required previously. The beginning of the new bacterial systematics era can be remembered by the introduction and application of new taxonomic concepts and techniques, from the 50s and 60s. Important progress were achieved using numerical taxonomy and molecular taxonomy. Molecular taxonomy, brought into effect after the emergence of the Molecular Biology resources, provided knowledge that comprises systematics of bacteria, in which occurs great evolutionary interest, or where is observed the necessity of eliminating any environmental interference. When you study the composition and disposition of nucleotides in certain portions of the genetic material, you study searching their genome, much less susceptible to environmental alterations than proteins, codified based on it. In the molecular taxonomy, you can research both DNA and RNA, and the main techniques that have been used in the systematics comprise the build of restriction maps, DNA-DNA hybridization, DNA-RNA hybridization, sequencing of DNA sequencing of sub-units 16S and 23S of rRNA, RAPD, RFLP, PFGE etc. Techniques such as base sequencing, though they are extremely sensible and greatly precise, are relatively onerous and impracticable to the great majority of the bacterial taxonomy laboratories. Several specialized techniques have been applied to taxonomic studies of microorganisms. In the last years, these have included preliminary electrophoretic analysis of soluble proteins and isoenzymes, and subsequently determination of deoxyribonucleic acid base composition and assessment of base sequence homology by means of DNA-RNA hybrid experiments beside others. These various techniques, as expected, have generally indicated a lack of taxonomic information in microbial systematics. There are numberless techniques and methodologies that make bacteria identification and classification study possible, part of them described here, allowing establish different degrees of subspecific and interspecific similarity through phenetic-genetic polymorphism analysis. However, was pointed out the necessity of using more than one technique for better establish similarity degrees within microorganisms. Obtaining data resulting from application of a sole technique isolatedly may not provide significant information from Bacterial Systematics viewpoint
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RESUMO: O envelhecimento da população tende a aumentar em todo o mundo, trazendo consequências a níveis sociais, económicos, e de saúde. As hospitalizações e a necessidade de cuidados de enfermagem à população idosa tendencialmente aumentam pela maior fragilidade, derivada do aumento das situações de doença crónica e dependência. Os cuidados de enfermagem podem ser influenciados pelas representações sociais acerca do envelhecimento, estando associados mitos e estereótipos, e levar à desvalorização da individualidade e autonomia da pessoa idosa. Neste sentido, preconiza-se a realização de cuidados em parceria com a pessoa idosa, que promovam a sua autonomia e empowerment. Este estudo tem como objectivo compreender o modo como as representações sociais dos enfermeiros acerca do envelhecimento influenciam os cuidados de enfermagem na promoção da autonomia do idoso hospitalizado. Realizámos um estudo qualitativo, com recurso à entrevista e a técnica por associação livre de ideias, sendo entrevistados 17 enfermeiros de um serviço de internamento de medicina. Da análise dos resultados, constatámos que para os enfermeiros do estudo a representação social negativa acerca do envelhecimento foi a mais evidenciada, associada a situações como: dependência, doença, solidão, isolamento, necessidades, tristeza, peso na sociedade/problemas/dificuldades; levando à desvalorização das capacidades físicas, mentais, psicológicas, e da autonomia da pessoa idosa. Como factores dificultadores da promoção do respeito e autonomia da pessoa idosa referiram a motivação, características do enfermeiro e da pessoa idosa e os constrangimentos institucionais. Contudo alguns enfermeiros utilizam estratégias facilitadoras da promoção da autonomia como a: apresentação, proximidade, disponibilidade, promoção da esperança, avaliação da situação, e capacitação física e mental. Concluímos que as representações sociais negativas acerca do envelhecimento condicionam os cuidados de enfermagem na promoção da participação da pessoa idosa nos cuidados e nas decisões relativas a si. Os cuidados realizados em parceria, influenciados por uma visão positiva da pessoa idosa, valorizam a sua individualidade e toda a sua história de vida fomentando a sua autonomia.---------- ABSTRACT: Population aging is a global phenomenon, felt particularly in developed countries, with consequences at the social, economic and health-related levels. Hospitalization rates and nursing care needs among the elderly are on the rise in part due to the increased fragility of this population which experience greater levels of dependency and chronic disease. The quality of nursing care may be influenced by social representations of aging, associated with myths and stereotypes, that may lead to the devaluation of the individuality and autonomy of elderly persons. To this end, advocates for care in partnership with the elderly person, that promote their empowerment and autonomy. The present study aims to understand the manner in which social representations held by nurses with regards to the phenomenon of aging influence nursing care, with particular emphasis on the promotion of autonomy among hospitalized elderly patients. This study is a qualitative study, utilizing interviews and the free association of ideas technique, with a total of 17 interviews conducted on nurses working in a hospital ward. According to our results, nurses harbour negative social representations concerning the aging process, associating the latter with dependency, disease, loneliness, needs, sadness, burden on society/problems/difficulties, all of which may lead to the devaluation of the physical, mental, and psychological capacities of the elderly, negatively impacting upon their autonomy. Among those factors found to hinder the promotion of respect and autonomy of the elderly in this study, are personal motivation, characteristics of the nurse and the elderly person and institutional barriers. However, some nurses made use of a number of strategies that promoted patient autonomy, namely: presentation, proximity, availability, the promotion of hope, situation evaluation and physical and mental capacitation. In conclusion, negative social representations concerning aging condition the quality of nursing care, particularly, in what concerns the promotion of patient participation in care and self determination. Nursing interventions carried out in collaboration with the patient, influenced by a positive view of the elderly, value the individuality and life history of these individuals, thereby fomenting their autonomy
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Burkholderia cepacia colonizes cystic fibrosis (CF) patients. We evaluated the impact of the use of a selective medium in the rate of B. cepacia recovery from respiratory samples of CF patients. During a 6-month period, respiratory samples were collected from 106 CF patients and cultivated on selective media including a B. cepacia selective medium. Confirmation of the identity of B. cepacia isolates was carried out by species specific PCR and determination of genomovar status performed by a sequential PCR approach. Results of B. cepacia isolation during this period were compared to the preceding two years, when the sample processing was identical except for the lack of the B. cepacia selective medium. B. cepacia was isolated in 11/257 (4.2%) of the samples using the selective medium, in contrast with the preceding two years, when it was isolated in 6/1029 samples (0.58%), p < 0.0001. Identity of all 11 isolates was confirmed by PCR and genomovar determination was accomplished in all but one isolate. These results suggest that the use of a selective medium increases recovery rate of B. cepacia from respiratory samples.
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This work presents an automatic calibration method for a vision based external underwater ground-truth positioning system. These systems are a relevant tool in benchmarking and assessing the quality of research in underwater robotics applications. A stereo vision system can in suitable environments such as test tanks or in clear water conditions provide accurate position with low cost and flexible operation. In this work we present a two step extrinsic camera parameter calibration procedure in order to reduce the setup time and provide accurate results. The proposed method uses a planar homography decomposition in order to determine the relative camera poses and the determination of vanishing points of detected lines in the image to obtain the global pose of the stereo rig in the reference frame. This method was applied to our external vision based ground-truth at the INESC TEC/Robotics test tank. Results are presented in comparison with an precise calibration performed using points obtained from an accurate 3D LIDAR modelling of the environment.
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BACKGROUND: Before the introduction of highly active antiretroviral therapy (HAART), CMV retinitis was a common complication in patients with advanced HIV disease and the therapy was well established; it consisted of an induction phase to control the infection with ganciclovir, followed by a lifelong maintenance phase to avoid or delay relapses. METHODS: To determine the safety of CMV maintenance therapy withdrawal in patients with immune recovery after HAART, 35 patients with treated CMV retinitis, on maintenance therapy, with CD4+ cell count greater than 100 cells/mm³ for at least three months, but almost all patients presented these values for more than six months and viral load < 30000 copies/mL, were prospectively evaluated for the recurrence of CMV disease. Maintenance therapy was withdrawal at inclusion, and patients were monitored for at least 48 weeks by clinical and ophthalmologic evaluations, and by determination of CMV viremia markers (antigenemia-pp65), CD4+/CD8+ counts and plasma HIV RNA levels. Lymphoproliferative assays were performed on 26/35 patients. RESULTS: From 35 patients included, only one had confirmed reactivation of CMV retinitis, at day 120 of follow-up. No patient returned positive antigenemia tests. No correlation between lymphoproliferative assays and CD4+ counts was observed. CONCLUSION: CMV retinitis maintenance therapy discontinuation is safe for those patients with quantitative immune recovery after HAART.
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Background: Children with spina bifida represent the major risk group for latex sensitization. Purpose: To determine the prevalence of latex sensitization in these children and to identify risk factors. Material and methods: We studied 57 patients with spina bifida. The mean age was 5.6 years and the male/female ratio was 0.8/1. In all patients a questionnaire, skin prick test (SPT) with latex (UCBStallergènes, Lofarma and ALK-Abelló), common aeroallergens and fruits (UCB-Stallergènes) and serum determination of total IgE (AlaSTAT) were performed. Results: The prevalence of latex sensitization was 30 %; only two sensitized children (12 %) had symptoms after exposure. Risk factors for latex sensitization were age 5 years (p = 0.008; OR = 6.0; 95% CI = 1.7-22.1), having at least four previous surgical interventions (p < 0.0001; OR = 18.5; 95% CI = 3.6-94.8), having undergone surgery in the first 3 months of life (p = 0.008; OR = 5.4; 95% CI = 0.7-29.2) and total serum IgE 44 IU/ml (p = 0.03; OR = 3.8; 95 %CI = 1.1-13.1). Multiple logistic regression analysis showed that only a history of four or more surgical interventions (p < 0.0001; OR = 26.3; 95 %CI = 2.9-234.2) and total serum IgE 44 IU/ml (p = 0.02; OR = 8.6; 95% CI = 1.4-53.4) were independently associated with latex sensitization. Sex, family and personal allergic history, hydrocephalus with ventriculoperitoneal shunt, cystourethrograms, intermittent bladder catheterization and atopy were not related to latex sensitization. Conclusions: In children with spina bifida, significant and independent risk factors identified for latex sensitization were multiple interventions and higher levels of total serum IgE. A prospective study will clarify the clinical evolution of assymptomatic children sensitized to latex.
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Currently there are several methods to extract bacterial DNA based on different principles. However, the amount and the quality of the DNA obtained by each one of those methods is highly variable and microorganism dependent, as illustrated by coagulase-negative staphylococci (CoNS) which have a thick cell wall that is difficult to lyse. This study was designed to compare the quality and the amount of CoNS DNA, extracted by four different techniques: two in-house protocols and two commercial kits. DNA amount and quality determination was performed through spectrophotometry. The extracted DNA was also analyzed using agarose gel electrophoresis and by PCR. 267 isolates of CoNS were used in this study. The column method and thermal lyses showed better results with regard to DNA quality (mean ratio of A260/280 = 1.95) and average concentration of DNA (), respectively. All four methods tested provided appropriate DNA for PCR amplification, but with different yields. DNA quality is important since it allows the application of a large number of molecular biology techniques, and also it's storage for a longer period of time. In this sense the extraction method based on an extraction column presented the best results for CoNS.
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Rickettsia felis is an emergent pathogen and the causative agent of a typhus-like rickettsiosis in the Americas. Its transmission cycle involves fleas as biological vectors (mainly Ctenocephalides felis) and multiple domestic and synanthropic mammal hosts. Nonetheless, the role of mammals in the cycle of R. felis is not well understood and many efforts are ongoing in different countries of America to clarify it. The present study describes for the first time in Mexico the infection of two species of opossum (Didelphis virginiana and D. marsupialis) by R. felis. A diagnosis was carried out from blood samples by molecular methods through the gltAand 17 kDa genes and sequence determination. Eighty-seven opossum samples were analyzed and 28 were found to be infected (32.1%) from five out of the six studied localities of Yucatan. These findings enable recognition of the potential epidemiological implications for public health of the presence of infected synanthropic Didelphis in households.
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RESUMO: A avaliação da satisfação dos utentes tem tido uma importância crescente na avaliação da qualidade em saúde e na orientação do planeamento e da gestão dos processos e dos recursos da saúde. Os Hospitais de Dia, unidades funcionais que se assumem como uma alternativa moderna à hospitalização tradicional, com maior eficiência e ganhos na qualidade assistencial dos utentes, devem também ser capazes de se auto-avaliar, de forma a detectarem os aspectos menos correctos da sua actuação e a procurar o aperfeiçoamento permanente de todos os aspectos do seu funcionamento. Este trabalho pretendeu avaliar o grau de satisfação dos utentes do Hospital de Dia das Especialidades Médicas do Hospital de Egas Moniz (HDEM), Centro Hospitalar de Lisboa Ocidental. O estudo, que obteve parecer favorável por parte da Comissão de Ética e foi autorizado pelo Conselho de Administração do Centro Hospitalar Lisboa Ocidental, foi um estudo descritivo transversal, utilizando uma perspectiva quantitativa. A amostra seleccionada foi de conveniência, constituída pelos utentes que utilizaram o HDEM num período de 14 dias úteis, 3 a 24 de Junho de 2011. As dimensões da satisfação que foram avaliadas foram a satisfação global, a qualidade global, a satisfação relativa aos profissionais de saúde, a satisfação relativa às instalações, a satisfação relativa aos serviços prestados e ainda a recomendação do serviço a familiares e amigos e os aspectos sócio-demográficos dos utentes do HDEM. Foi construído um questionário com 39 itens (38 de resposta fechada e uma de resposta aberta), agrupados em 13 questões. Para a sua construção foram consultados muitos outros questionários destinados a avaliar a satisfação dos utentes com a prestação dos serviços de saúde. O questionário foi submetido à apreciação por investigadores e outros profissionais, aperfeiçoado e pré-testado antes da sua utilização. A validação do questionário incluiu a determinação da consistência interna através do coeficiente alfa de Cronbach, que foi boa ou muito boa, e a determinação da validade, através do método de Kaiser-Meyer-Olkin (KMO), que foi boa ou muito boa. A amostra foi constituída por 136 indivíduos, 61,8% dos quais eram do sexo feminino. O grupo etário mais representado foi o das idades entre os 35 e os 44 anos, seguido dos grupo etário entre os 45 e os 54 anos e entre os 55 aos 64 anos. A maioria dos participantes eram casados ou a viver em união de facto, tinham o ensino secundário ou uma licenciatura e eram trabalhadores no activo. Os resultados do estudo permitiram concluir que os utentes do HDEM que fizeram parte do estudo apresentaram níveis elevados de satisfação em todos os aspectos avaliados. Os maiores níveis de satisfação dos utentes disseram respeito à actuação dos profissionais de saúde e os mais baixos, apesar de positivos, tiveram a ver com aspectos muito particulares das instalações físicas do HDEM, como as condições da sala de espera e as instalações sanitárias. Outro aspecto que motivou algumas críticas por parte dos utentes foi o horário de funcionamento, tendo havido sugestões para o seu alargamento.
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Increasingly stringed regulations for diesel engine emissions have a significant impact on the required efficiency of DOC. Lowered DOC oxidation efficiency due to thermal aging effects influences the efficiency of the exhaust aftertreatment systems downstream of the DOC. In this work carried out in the Jean Le Rond d’Alembert Institute the effect of hydrothermal aging on the reactivity and structure of a commercial DOC was investigated. The characterization of the catalytic performance was carried out on a synthetic gas bench using carrots catalyst under conditions close to the realistic conditions i.e. using a synthetic gas mixture, representative of the exhaust gases from diesel engines. Different structural characterization techniques were performed: textural and morphological proprieties were analyzed by BET and TEM, the characterization of the presented crystallographic phases was performed by DRX and the determination of the number of reducible species was possible by TPR. TEM results shown, an increase of the metal particle size with the aging caused by the agglomeration of metal particles, revealing the presence of metal sintering. DRX results also suggest the presence of support sintering. Furthermore, DRX and BET results unexpectedly reveal that the most drastic aging conditions used actually activated the catalyst surface. As expected, the aging affected negatively the catalyst performance on the oxidation of methane and CO, however an improvement of the NO oxidation performance with the aging was observed. Nevertheless, for the aging conditions used, catalytic activity results show that the influence of aging in DOC performance was not significant, and therefore, more drastic aging conditions must be used.
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Egéria was a 4th century A.D. nun who undertook a long journey from her homeland, the roman province of Gallaecia, to the Near East. Her itinerary, which described the segment between Mount Sinai and Constantinople, revealed the enthusiasm which graced her original decision to embark on the journey, and the determination with which she faced every stage. She kept a Diary throughout her journey. Probably, it constitutes one of the first known Travel Diaries. Her reports describe her observations and the splendor of the Christian cult sites. Her text is affectionately dedicated to her fellow nuns that remained in the West of the Empire, keeping their uniting bond strong. Our study aims to search all references to visited sites in Egéria’s text, as the information contained therein serves as a precious descriptor of their locations, spatial organization and environment. Egéria visits unique, historical sites, which will influence her writing style. She is, in fact, a pilgrim to a recently created historical site, The Holy Land. Egéria lived during a fundamental historical and artistic Framework, that of the architectural forms of expression of the First Christianity. Her words can be translated into images, as a partitions script, a visualization of lights and ambiences, and a testimonial of places that no longer exist. We hope to see, in Egéria’s written work, the images she observed, for her words are images. We expect a complementary approach among the research methods given by Archeology, composed by Architecture and explained by the sensible text from Egéria’s journey - a religious and artistic journey written from a powerful feminine point of view.
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Archaeological excavations carried out in the archaeological site of São Pedro (Southern Portugal) revealed a Chalcolithic settlement occupied in different moments of the 3rd millennium BC. The material culture recovered includes different types of materials, such as ceramics, lithics and metals. The later comprises about 30 artefacts with different typologies such as tools (e.g. awls, chisels and a saw) and weapons (e.g. daggers and arrowheads) mostly belonging to the 2nd and 3rd quarter of the 3rd millennium BC. In the present work the collection of chalcolithic metallic artefacts recovered in São Pedro was characterized. Analytical studies involved micro energy dispersive X-ray fluorescence spectrometry (micro-EDXRF) to determine elemental composition, together with optical microscopy and Vickers microhardness testing for microstructural characterisation and hardness determination. Main results show copper with variable amounts of arsenic and very low content of other impurities, such as iron. Moreover, nearly half of the collection is composed by arsenical copper alloys (As > 2 wt.%) and an association was found between arsenic content and typology since the weapons group (mostly daggers) present higher values than tools (mostly awls). These results suggest some criteria in the selection of arsenic-rich copper ores or smelting products. Furthermore, after casting an artefact would have been hammered, annealed and sometimes, finished with a hammering operation. Additionally, microstructural variations in this collection reveal somewhat different operational conditions during casting, annealing and forging, as expected in such a primitive metallurgy. Moreover the operational sequence seems to be used to achieve the required shape to the object, rather than to intentionally make the alloy harder. Overall, this study suggests that Chalcolithic metallurgists might have a poor control of the addition of arsenic and/or were unable to use this element to increase the hardness of tools and weapons. Finally, the compositions, manufacturing processes and hardness were compared to those from neighbouring regions and different chronological periods.