Treinamento de clínicos para o diagnóstico e tratamento da depressão

OBJETIVO: Avaliar os resultados da aplicação de programa de treinamento da Organização Mundial de Saúde, voltado para diagnóstico e tratamento da depressão, dirigido a médicos clínicos gerais. MÉTODOS: Dezessete clínicos e 1.224 pacientes da cidade de Campinas, SP, participaram do estudo. Um mês antes e um após o treinamento, foram avaliados o conhecimento dos médicos, suas atitudes e o atendimento prestado aos pacientes; esses, por sua vez, completaram escalas de auto-avaliação de sintomas depressivos: Zung e um "checklist" para depressão maior do manual para diagnóstico e estatística em saúde mental (DSM-IV/CID-10). A mudança de conhecimento e atitude dos clínicos entre as fases 1 e 2 foi avaliada pelos testes t de Student. Mudanças com relação ao conhecimento de cada indivíduo foram mensuradas pelo teste de qui-quadrado de McNemar. As diferenças entre o modo de atender os pacientes entre as duas fases foram determinadas pelo teste de qui-quadrado de Pearson. A concordância diagnóstica foi analisada utilizando o Kappa, com o intuito de corrigir a concordância ao acaso. RESULTADOS: O programa mostrou benefícios limitados nessa amostra de clínicos gerais. Não foi capaz de mostrar aumento do conhecimento sobre a depressão e nem quanto à atitude dos médicos com relação a esse transtorno. Não houve modificação no número de casos diagnosticados antes ou após o programa. Existiram algumas evidências com relação à melhora no manejo psicofarmacológico. Aparentemente, o programa tornou os clínicos mais confiantes para o tratamento da depressão, diminuindo o número de encaminhamentos feitos aos profissionais da área de saúde mental. Porém, um baixo poder estatístico não permitiu que os dois últimos achados atingissem significância. CONCLUSÕES: A inclusão de clínicos gerais é um componente central de qualquer iniciativa para melhorar a detecção e o tratamento da depressão, porém faz-se necessário testar melhores métodos de treinamento dos clínicos brasileiros no manejo desta.

Intelligent behavior in a Cyber-Ambient training system for control center operators

This paper deals with the application of an intelligent tutoring approach to delivery training in diagnosis procedures of a Power System. In particular, the mechanisms implemented by the training tool to support the trainees are detailed. This tool is part of an architecture conceived to integrate Power Systems tools in a Power System Control Centre, based on an Ambient Intelligent paradigm. The present work is integrated in the CITOPSY project which main goal is to achieve a better integration between operators and control room applications, considering the needs of people, customizing requirements and forecasting behaviors.

Using an ambient intelligent architecture for developing an intelligent tutoring system for training operators of power system control centres

This paper describes an architecture conceived to integrate Power Sys-tems tools in a Power System Control Centre, based on an Ambient Intelligent (AmI) paradigm. This architecture is an instantiation of the generic architecture proposed in [1] for developing systems that interact with AmI environments. This architecture has been proposed as a consequence of a methodology for the inclu-sion of Artificial Intelligence in AmI environments (ISyRAmI - Intelligent Sys-tems Research for Ambient Intelligence). The architecture presented in the paper will be able to integrate two applications in the control room of a power system transmission network. The first is SPARSE expert system, used to get diagnosis of incidents and to support power restoration. The second application is an Intelligent Tutoring System (ITS) incorporating two training tools. The first tutoring tool is used to train operators to get the diagnosis of incidents. The second one is another tutoring tool used to train operators to perform restoration procedures.

Ensaios clínicos em pediatria

Qual o ciclo de vida do medicamento? Qual a realidade nacional dos ensaios clínicos? Qual o desenvolvimento de fármacos em pediatria? Qual é a regulação europeia?

Control of Aedes aegypti with temephos in a Buenos Aires cemetery, Argentina

The efficacy of a larvicide, temephos, for controlling Ae. aegypti was evaluated in a cemetery in Buenos Aires, Argentina. Breeding sites decreased from 18.4% in the first study period (Nov 1998 to May 1999, without temephos) to 2.2% in the second period (Nov 1999 to May 2000, two applications), and to 0.05% in the third one (Nov 2000 to May 2001, five applications). Ovitraps with eggs decreased from 17% in the first period to 5.8% in the second period, and to 2.9% in the third one. Results suggest that, in Buenos Aires, Ae. aegypti populations are highly susceptible to temephos. It is recommended to limit the use of temephos to prevent potential epidemics rather than for routine control.

Training control centers' operators in incident diagnosis and power restoration using intelligent tutoring systems

The activity of Control Center operators is important to guarantee the effective performance of Power Systems. Operators’ actions are crucial to deal with incidents, especially severe faults like blackouts. In this paper, we present an Intelligent Tutoring approach for training Portuguese Control Center operators in tasks like incident analysis and diagnosis, and service restoration of Power Systems. Intelligent Tutoring System (ITS) approach is used in the training of the operators, having into account context awareness and the unobtrusive integration in the working environment. Several Artificial Intelligence techniques were criteriously used and combined together to obtain an effective Intelligent Tutoring environment, namely Multiagent Systems, Neural Networks, Constraint-based Modeling, Intelligent Planning, Knowledge Representation, Expert Systems, User Modeling, and Intelligent User Interfaces.

Cyber-ambient intelligent training of operators in power systems control centres

Cyber-Physical Systems and Ambient Intelligence are two of the most important and emerging paradigms of our days. The introduction of renewable sources gave origin to a completely different dimension of the distribution generation problem. On the other hand, Electricity Markets introduced a different dimension in the complexity, the economic dimension. Our goal is to study how to proceed with the Intelligent Training of Operators in Power Systems Control Centres, considering the new reality of Renewable Sources, Distributed Generation, and Electricity Markets, under the emerging paradigms of Cyber-Physical Systems and Ambient Intelligence. We propose Intelligent Tutoring Systems as the approach to deal with the intelligent training of operators in these new circumstances.

An intelligent tutoring system for operators’ training in power system control centres

The activity of Control Center operators is important to guarantee the effective performance of Power Systems. Operators’ actions are crucial to deal with incidents, especially severe faults, like blackouts. In this paper we present an Intelligent Tutoring approach for training Portuguese Control Centre operators in tasks like incident analysis and diagnosis, and service restoration of Power Systems. Intelligent Tutoring System (ITS) approach is used in the training of the operators, taking into account context awareness and the unobtrusive integration in the working environment.

Optimal intelligent supervisory control system in cyber-physical intelligence

This paper studies Optimal Intelligent Supervisory Control System (OISCS) model for the design of control systems which can work in the presence of cyber-physical elements with privacy protection. The development of such architecture has the possibility of providing new ways of integrated control into systems where large amounts of fast computation are not easily available, either due to limitations on power, physical size or choice of computing elements.

Intelligent training in control centres based on an ambient intelligence paradigm

This article describes a new approach in the Intelligent Training of Operators in Power Systems Control Centres, considering the new reality of Renewable Sources, Distributed Generation, and Electricity Markets, under the emerging paradigms of Cyber-Physical Systems and Ambient Intelligence. We propose Intelligent Tutoring Systems as the approach to deal with the intelligent training of operators in these new circumstances.

Intelligent SCADA for load control

A supervisory control and data acquisition (SCADA) system is an integrated platform that incorporates several components and it has been applied in the field of power systems and several engineering applications to monitor, operate and control a lot of processes. In the future electrical networks, SCADA systems are essential for an intelligent management of resources like distributed generation and demand response, implemented in the smart grid context. This paper presents a SCADA system for a typical residential house. The application is implemented on MOVICON™11 software. The main objective is to manage the residential consumption, reducing or curtailing loads to keep the power consumption in or below a specified setpoint, imposed by the costumer and the generation availability.

Combining artificial intelligence techniques for the training of power system control centre operators

Control Centre operators are essential to assure a good performance of Power Systems. Operators’ actions are critical in dealing with incidents, especially severe faults, like blackouts. In this paper we present an Intelligent Tutoring approach for training Portuguese Control Centre operators in incident analysis and diagnosis, and service restoration of Power Systems, offering context awareness and an easy integration in the working environment.

Blood glucose control in diabetes patients seen in primary health care centers

OBJECTIVE: To identify factors associated to poor glycemic control among diabetic patients seen at primary health care centers. METHODS: A cross-sectional study was carried out in a sample of 372 diabetic patients attending 32 primary health care centers in southern Brazil. Data on three hierarchical levels of health unit infrastructure, medical care and patient characteristics were collected. RESULTS: The frequency of poor glycemic control was 50.5%. Multivariate analysis (multilevel method) showed that patients with body mass indexes below 27 kg/m², patients on oral hypoglycemic agents or insulin, and patients diagnosed as diabetic over five years prior to the interview were more likely to present poor glycemic control when compared to their counterparts. CONCLUSIONS: Given the hierarchical data structuring, all associations found suggest that factors associated to hyperglycemia are related to patient-level characteristics.

Job control, job demands, social support at work and health among adolescent workers

OBJECTIVE: To evaluate physical and psychological dimensions of adolescent labor (such as job demands, job control, and social support in the work environment), and their relation to reported body pain, work injuries, sleep duration and daily working hours. METHODS: A total of 354 adolescents attending evening classes at a public school in São Paulo, Brazil, answered questionnaires regarding their living and working conditions (Karasek's Job Content Questionnaire, 1998), and their health status. Data collection took place in April and May 2001. Multiple logistic regression analysis was used to determine relations among variables. RESULTS: Psychological job demands were related to body pain (OR=3.3), higher risk of work injuries (OR=3.0) and reduced sleep duration in weekdays (Monday to Thursday) (p<0.01). Lower decision authority in the workplace (p=0.03) and higher job security (p=0.02) were related to longer daily working hours. CONCLUSIONS: It was concluded that besides physical stressors, psychological factors are to be taken into account when studying adolescent working conditions, as they may be associated with negative job conditions and health effects.

Avaliação e controlo da dor em pediatria: uma década

Introdução – A negligência no controlo da dor é um problema amplamente reconhecido em Portugal. Desde 2001 têm sido realizadas inúmeras iniciativas para melhorar a prática de cuidados nesta área. Desenvolveram-se ações de sensibilização e formação dos profissionais de saúde, publicaram-se orientações técnicas e guias de boas práticas e realizaram-se os primeiros estudos para se fazer um diagnóstico da situação. Objetivos – O objetivo deste trabalho foi o de caracterizar os cuidados prestados na avaliação e no controlo da dor nas crianças até aos 18 anos internadas em serviços hospitalares em Portugal e analisar a evolução feita nos cuidados entre os anos de 2002 e 2012. Metodologia – Estudo descritivo, transversal, de consulta retrospetiva seriada de registos intermitentes efetuados no processo clínico em relação a um período de 24 horas. O recrutamento da amostra foi aleatório e incluiu todos os processos clínicos de crianças até aos 18 anos internados em serviços de quatro hospitais Portugueses entre agosto e dezembro de 2011. Resultados – A prevalência de dor reduziu de forma significativa entre 2002 e 2012. As crianças livres de dor subiram de 37% para 75%. O registo da avaliação da intensidade da dor e a colheita de informação sobre a história de dor passou a ser uma prática comum na maioria dos casos (53% e 64%, respetivamente), embora ainda direcionada para o modelo de cuidados biomédico. A prevalência das intervenções farmacológicas não se alterou (43% versus 42%), mas a implementação de estratégias não-farmacológicas baixou significativamente (72% versus 15%). Conclusões – As ações de sensibilização/formação realizadas no âmbito das políticas implementadas nestes últimos dez anos na área da avaliação e controlo da dor pediátrica geraram evidentes ganhos na qualidade de cuidados prestados, pelo que o investimento na formação deve continuar. No entanto, deve ser dada prioridade à formação para a aplicação de estratégias de intervenção não-farmacológicas e ao desenvolvimento de mais investigação que suporte as práticas.