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1.
Braz J Med Biol Res ; 57: e13258, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38265347

RESUMO

Screener, a board game supplemented with online resources, was introduced and distributed by the Brazilian Society of Pharmacology and Experimental Therapeutics to postgraduate programs as an instructional tool for the process of drug discovery and development (DDD). In this study, we provided a comprehensive analysis of five critical aspects for evaluating the quality of educational games, namely: 1) description of the intervention; 2) underlying pedagogical theory; 3) identification of local educational gaps; 4) impact on diverse stakeholders; and 5) elucidation of iterative quality enhancement processes. We also present qualitative and quantitative assessments of the effectiveness of this game in 11 postgraduate courses. We employed the MEEGA+ online survey, comprising thirty-three close-ended unipolar items with 5-point Likert-type response scales, to assess student perceptions of the quality and utility of Screener. Based on 115 responses, the results indicated a highly positive outlook among students. In addition, we performed a preliminary evaluation of learning outcomes in two courses involving 28 students. Pre- and post-quizzes were applied, each consisting of 20 True/False questions directly aligned with the game's content. The analysis revealed significant improvement in students' performance following engagement with the game, with scores rising from 8.4 to 13.3 (P<0.0001, paired t-test) and 9.7 to 12.7 (P<0.0001, paired t-test). These findings underscore the utility of Screener as an enjoyable and effective tool for facilitating a positive learning experience in the DDD process. Notably, the game can also reduce the educational disparities across different regions of our continental country.


Assuntos
Descoberta de Drogas , Aprendizagem , Humanos , Escolaridade , Brasil , Suplementos Nutricionais
2.
Int J Popul Data Sci ; 4(2): 1140, 2019 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-34095542

RESUMO

The Centre for Data and Knowledge Integration for Health (CIDACS) was created in 2016 in Salvador, Bahia-Brazil with the objective of integrating data and knowledge aiming to answer scientific questions related to the health of the Brazilian population. This article details our experiences in the establishment and operations of CIDACS, as well as efforts made to obtain high-quality linked data while adhering to security, ethical use and privacy issues. Every effort has been made to conduct operations while implementing appropriate structures, procedures, processes and controls over the original and integrated databases in order to provide adequate datasets to answer relevant research questions. Looking forward, CIDACS is expected to be an important resource for researchers and policymakers interested in enhancing the evidence base pertaining to different aspects of health, in particular when investigating, from a nation-wide perspective, the role of social determinants of health and the effects of social and environmental policies on different health outcomes.

3.
Int J Tuberc Lung Dis ; 21(7): 790-796, 2017 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-28633704

RESUMO

OBJECTIVE: To evaluate the impact of the Brazilian cash transfer programme (Bolsa Família Programme, BFP) on tuberculosis (TB) incidence in Brazil from 2004 to 2012. DESIGN: We studied tuberculosis surveillance data using a combination of an ecological multiple-group and time-trend design covering 2458 Brazilian municipalities. The main independent variable was BFP coverage and the outcome was the TB incidence rate. All study variables were obtained from national databases. We used fixed-effects negative binomial models for panel data adjusted for selected covariates and a variable representing time. RESULTS: After controlling for covariates, TB incidence rates were significantly reduced in municipalities with high BFP coverage compared with those with low and intermediate coverage (in a model with a time variable incidence rate ratio = 0.96, 95%CI 0.93-0.99). CONCLUSION: This was the first evidence of a statistically significant association between the increase in cash transfer programme coverage and a reduction in TB incidence rate. Our findings provide support for social protection interventions for tackling TB worldwide.


Assuntos
Modelos Estatísticos , Assistência Pública , Tuberculose/epidemiologia , Brasil/epidemiologia , Cidades , Humanos , Incidência , Vigilância da População , Pobreza , Fatores de Tempo , Tuberculose/prevenção & controle
4.
Health Technol Assess ; 17(37): 1-372, v-vi, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24021245

RESUMO

BACKGROUND: Recent evidence suggests that the duration of protection by bacillus Calmette-Guérin (BCG) may exceed previous estimates with potential implications for estimating clinical and cost-efficacy. OBJECTIVES: To estimate the protection and duration of protection provided by BCG vaccination against tuberculosis, explore how this protection changes with time since vaccination, and examine the reasons behind the variation in protection and the rate of waning of protection. DATA SOURCES: Electronic databases including MEDLINE, Excerpta Medica Database (EMBASE), Cochrane Databases, NHS Economic Evaluation Database (NHS EED), Database of Abstracts of Reviews of Effects (DARE), Web of Knowledge, Biosciences Information Service (BIOSIS), Latin American and Caribbean Health Sciences Literature (LILACs), MEDCARIB Database, Cumulative Index to Nursing and Allied Health Literature (CINAHL) were searched from inception to May 2009. Index to Theses, System for Information on Grey Literature in Europe (SIGLE), Centre for Agricultural Bioscience International (CABI) Abstracts, Scopus, Article First, Academic Complete, Africa-Wide Information, Google Scholar, Global Health, British National Bibliography for Report Literature, and clinical trial registration websites were searched from inception to October 2009. REVIEW METHODS: Electronic databases searches, screening of identified studies, data extraction and analysis were undertaken. Meta-analysis was used to present numerical and graphical summaries of clinical efficacy and efficacy by time since vaccination. Evidence of heterogeneity was assessed using the tau-squared statistic. Meta-regression allowed the investigation of observed heterogeneity. Factors investigated included BCG strain, latitude, stringency of pre-BCG vaccination tuberculin testing, age at vaccination, site of disease, study design and vulnerability to biases. Rate of waning of protection was estimated using the ratio of the measure of efficacy after 10 years compared with the efficacy in the first 10 years of a study. RESULTS: Study selection. A total of 21,030 references were identified, providing data on 132 studies after abstract and full-text review. Efficacy. Protection against pulmonary tuberculosis in adults is variable, ranging from substantial protection in the UK MRC trial {rate ratio 0.22 [95% confidence interval (CI) 0.16 to 0.31]}, to absence of clinically important benefit, as in the large Chingleput trial [rate ratio 1.05 (95% CI 0.88 to 1.25)] and greater in latitudes further away from the equator. BCG vaccination efficacy was usually high, and varied little by form of disease (with higher protection against meningeal and miliary tuberculosis) or study design when BCG vaccination was given only to infants or to children after strict screening for tuberculin sensitivity. High levels of protection against death were observed from both trials and observational studies. The observed protective effect of BCG vaccination did not differ by the strain of BCG vaccine used in trials. DURATION: Reviewed studies showed that BCG vaccination protects against pulmonary and extrapulmonary tuberculosis for up to 10 years. Most studies either did not follow up participants for long enough or had very few cases after 15 years. This should not be taken to indicate an absence of effect: five studies (one trial and four observational studies) provided evidence of measurable protection at least 15 years after vaccination. Efficacy declined with time. The rate of decline was variable, with faster decline in latitudes further from the equator and in situations where BCG vaccination was given to tuberculin-sensitive participants after stringent tuberculin testing. LIMITATIONS: The main limitation of this review relates to quality of included trials, most of which were conducted before current standards for reporting were formulated. In addition, data were lacking in some areas and the review had to rely on evidence from observational studies. CONCLUSIONS: BCG vaccination protection against tuberculosis varies between populations, to an extent that cannot be attributed to chance alone. Failure to exclude those already sensitised to mycobacteria and study latitude closer to the equator were associated with lower efficacy. These factors explained most of the observed variation. There is good evidence that BCG vaccination protection declines with time and that protection can last for up to 10 years. Data on protection beyond 15 years are limited; however, a small number of trials and observational studies suggest that BCG vaccination may protect for longer. Further studies are required to investigate the duration of protection by BCG vaccination. FUNDING: The National Institute for Health Research Health Technology Assessment programme.


Assuntos
Vacina BCG/administração & dosagem , Vacina BCG/imunologia , Tuberculose/prevenção & controle , Fatores Etários , Vacina BCG/economia , Viés , Análise Custo-Benefício , Saúde Global , Soropositividade para HIV/imunologia , Humanos , Características de Residência , Fatores Sexuais , Fatores de Tempo , Reino Unido
5.
Epidemiol Infect ; 139(5): 742-53, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-20598211

RESUMO

This is the first study comparing societal costs of acute illness with Salmonella Typhimurium (ST) and Salmonella Enteritidis (SE) in the UK. It included the cost and severity of the illness and explored the impact of each Salmonella serovar on the patients, their families, the NHS, and the wider economy. The study ascertained confirmed cases of ST and SE between July and November 2008. The mean costs per case were £1282 (ST) and £993 (SE). The indirect costs associated with the work-time lost by the case, parents, or carers were £409 (ST) and £228 (SE); this difference was statistically significant. The aggregate cost of ST and SE identified using laboratory test results for the UK as a whole was estimated as £6.5 million. Work-time lost and caring activities are cost categories that are not frequently investigated within the infectious intestinal disease literature, although they represent an important societal cost.


Assuntos
Custos de Cuidados de Saúde/estatística & dados numéricos , Gastos em Saúde/estatística & dados numéricos , Infecções por Salmonella/economia , Infecções por Salmonella/epidemiologia , Salmonella enteritidis/isolamento & purificação , Salmonella typhimurium/isolamento & purificação , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Serviços de Saúde Comunitária , Inglaterra , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Reino Unido/epidemiologia , Adulto Jovem
6.
Allergy ; 64(3): 478-83, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19210355

RESUMO

BACKGROUND: To estimate the direct and indirect costs of severe asthma and the economic impact of its management to low-income families in Salvador, Brazil. METHODS: One hundred and ninety-seven patients with severe asthma and referred to a state-funded asthma center providing free treatment were evaluated. At registration, they were asked about family cost-events in the previous year and had a baseline assessment of lung function, symptoms and quality of life. During the subsequent year, they were reassessed prospectively. RESULTS: One hundred-eighty patients concluded a 12-month follow-up. Eighty-four percent were female patients, and the median family income was US$ 2955/year. Forty-seven percent of family members had lost their jobs because of asthma. Total cost of asthma management took 29% of family income. After proper treatment, asthma control scores improved by 50% and quality of life by 74%. The income of the families increased by US$ 711/year, as their members went back to work. The total cost of asthma to the families was reduced by a median US$ 789/family/year. Consequently, an annual surplus of US$ 1500/family became available. CONCLUSIONS: Family costs of severe asthma consumed over one-fourth of the family income of the underprivileged population in a middle-income country. Adequate management brings major economic benefit to individuals and families.


Assuntos
Antiasmáticos/uso terapêutico , Asma/tratamento farmacológico , Asma/economia , Efeitos Psicossociais da Doença , Pobreza/economia , Adulto , Anti-Inflamatórios/uso terapêutico , Brasil , Broncodilatadores/uso terapêutico , Budesonida/uso terapêutico , Etanolaminas/uso terapêutico , Família , Feminino , Fenoterol/uso terapêutico , Fumarato de Formoterol , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Rinite/tratamento farmacológico
7.
Epidemiol Infect ; 130(1): 1-11, 2003 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-12613740

RESUMO

To assess the socio-economic impact of infectious intestinal disease (IID) on the health care sector, cases and their families, cases of IID ascertained from a population cohort component and those presenting to general practices were sent a socio-economic questionnaire 3 weeks after the acute episode. The impact of the illness was measured and the resources used were identified and costed. The duration, severity and costs of illness linked to viruses were less than those linked to bacteria. The average cost per case of IID presenting to the GP was Pound Sterling253 and the costs of those not seeing a GP were Pound Sterling34. The average cost per case was Pound Sterling606 for a case with salmonella, Pound Sterling315 for campylobacter, Pound Sterling164 for rotavirus and Pound Sterling176 for SRSV. The estimated cost of IID in England was Pound Sterling743m expressed in 1994/5 prices. The costs of IID are considerable and the duration of the illness was found to be longer than previous reports have suggested.


Assuntos
Doenças Transmissíveis/economia , Doenças Transmissíveis/epidemiologia , Efeitos Psicossociais da Doença , Custos de Cuidados de Saúde , Enteropatias/economia , Enteropatias/epidemiologia , Adolescente , Adulto , Idoso , Infecções por Campylobacter/economia , Infecções por Campylobacter/epidemiologia , Infecções por Campylobacter/etiologia , Infecções por Campylobacter/patologia , Criança , Pré-Escolar , Estudos de Coortes , Doenças Transmissíveis/etiologia , Doenças Transmissíveis/patologia , Inglaterra/epidemiologia , Medicina de Família e Comunidade , Feminino , Humanos , Lactente , Recém-Nascido , Enteropatias/etiologia , Enteropatias/patologia , Masculino , Pessoa de Meia-Idade , Infecções por Rotavirus/economia , Infecções por Rotavirus/epidemiologia , Infecções por Rotavirus/etiologia , Infecções por Rotavirus/patologia , Infecções por Salmonella/economia , Infecções por Salmonella/epidemiologia , Infecções por Salmonella/etiologia , Infecções por Salmonella/patologia , Índice de Gravidade de Doença , Fatores Socioeconômicos , Medicina Estatal/economia , Inquéritos e Questionários
8.
Int J STD AIDS ; 13 Suppl 2: 5-8, 2002 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-12537716

RESUMO

Our objective was to assess the feasibility of integrating first void urine (FVU) specimens testing for Chlamydia trachomatis genitourinary infection into a general population sexual behaviour survey. A total of 752 randomly selected respondents aged 18 to 54 were enrolled into the survey. Face to face interviewing with self-administered sensitive questions was used. Overall survey response rate was 77.4%. A convenience sub-sample of 83 respondents were invited to provide FVU specimens for confidential testing for C. trachomatis genitourinary infection. Fifty-five complied. This resulted in 66% FVU specimen participation rate among targeted respondents. Two specimens tested positive by Amplicor polymerase chain reaction. High feasibility study overall response rate indicated good acceptability of the survey. It proved feasible to collect FVU specimens for C. trachomatis testing in the small sub-sample. Consequently, we proceeded with integration of testing for C. trachomatis into the ongoing main survey.


Assuntos
Infecções por Chlamydia/diagnóstico , Chlamydia trachomatis , Comportamento Sexual/fisiologia , Infecções por Chlamydia/economia , Infecções por Chlamydia/epidemiologia , Estudos de Viabilidade , Inquéritos Epidemiológicos , Humanos , Programas de Rastreamento/economia , Programas de Rastreamento/organização & administração , Técnicas de Amplificação de Ácido Nucleico/métodos , Seleção de Pacientes , Prevalência , Eslovênia/epidemiologia , Manejo de Espécimes , Inquéritos e Questionários , Urina/microbiologia
9.
Am J Trop Med Hyg ; 65(1): 27-30, 2001 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-11504403

RESUMO

Using a capture-recapture method, this study evaluates the completeness of the cutaneous leishmaniasis (CL) surveillance system in four districts of Santiago del Estero province, Argentina, for the period 1990-1993. Four reporting sources were evaluated: medical records kept by health facilities, interviews conducted during a case-control study, and the national and provincial levels of the leishmaniasis surveillance system (LSS). Using the capture-recapture method it was estimated that 210 cases (95% confidence interval [CI]: 202-218) of CL occurred in the four districts during the study period. Completeness of reporting to the leishmaniasis surveillance system at the national level was estimated to be 44.8% (95% CI: 43.2-46.4). The study results indicate that there is substantial underreporting within the LSS, although it did show the appropriate secular trends. The reasons for under-reporting and methods for addressing this problem are discussed.


Assuntos
Notificação de Doenças/normas , Leishmania/crescimento & desenvolvimento , Leishmaniose Cutânea/epidemiologia , Animais , Argentina/epidemiologia , Estudos de Casos e Controles , Intervalos de Confiança , Notificação de Doenças/métodos , Humanos
10.
Fam Pract ; 16(6): 596-9, 1999 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-10625133

RESUMO

BACKGROUND: Continued medical care (including having a personal doctor) is regarded as an essential aspect of a good health service. OBJECTIVES: The objectives of the present study were to investigate the reasons for not having a personal doctor, and the satisfaction with the care received by patients with and without a personal doctor. METHODS: We conducted a cross-sectional study with data collected during 20 days over 6 months in the Emergency Service of the Conceição Hospital, the busiest emergency service in Porto Alegre. The subjects were 553 patients selected through systematic random sampling. The main outcome measure was having a personal doctor. Patients who reported usually to see the same doctor and remembered their physician's name were regarded as having a personal doctor. RESULTS: Patients who usually use primary care service represented 23% of the sample, and were four times more likely to have a personal doctor (OR = 3.83, CI 95% = 2.41-6.11). Independent, statistically significant variables associated with having a personal physician were: usually receiving care from a primary health care service (OR = 3.8, CI 95% = 2.39-6.00) and from a physician in the private sector (OR = 2.16, CI 95% = 1.15-4.00). Patients who had a personal doctor reported higher satisfaction with their access to health care. The personal doctors' specialties were: internal medicine (37%), cardiologist (17%), gynaecologist-obstetrician (13%), family physician (8%) and pneumologist (6%). CONCLUSIONS: For patients who attend emergency services in Brazil, primary health care and private medical care provide better access to continuity of patient care. Patients with personal doctors report higher satisfaction with access to consultations.


Assuntos
Serviço Hospitalar de Emergência/estatística & dados numéricos , Medicina de Família e Comunidade/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Adulto , Idoso , Brasil , Intervalos de Confiança , Estudos Transversais , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Razão de Chances , Avaliação de Resultados em Cuidados de Saúde , Relações Médico-Paciente , Estudos de Amostragem , Fatores Socioeconômicos
11.
BMJ ; 310(6985): 963-6, 1995 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-7728030

RESUMO

OBJECTIVES: To investigate the association between four sociodemographic measures (unemployment, overcrowding, low social class, and the proportion of migrants from areas of high prevalence of tuberculosis) and average level and rate of change of notification rates for tuberculosis. DESIGN: Ecological analysis of both the average and the rate of change of standardised annual notification rates for tuberculosis from 1982-91 and sociodemographic measures from the 1981 and 1991 censuses. SETTING: 32 London boroughs. SUBJECTS AND DATA: Sociodemographic measures from the 1981 and 1991 censuses and tuberculosis notification rates for 1982-91. MAIN OUTCOME MEASURES: A measure of the association between average levels and rate of change in tuberculosis notification rates and four sociodemographic measures in 1981 and between the rate of change in tuberculosis notification rates between 1981 and 1991 and changes in sociodemographic measures between 1981 and 1991. RESULTS: The average level of notifications was correlated with overcrowding and the proportion of migrants but not with unemployment or social class. No significant association was found between the rate of change in notification rates and sociodemographic measures in 1981. An association was found between increases in unemployment and the rate of change in notification rates, but the effect was small. Changes in the levels of unemployment explained 23% of the variation between boroughs in the rate of change in their notification rates. CONCLUSION: The average tuberculosis notification rates were related to overcrowding and the proportion of migrants in 1981. Only increases in unemployment from 1981 to 1991, however, were significantly associated with the rate of change in notifications over the same period.


Assuntos
Fatores Socioeconômicos , Tuberculose/epidemiologia , Aglomeração , Notificação de Doenças , Emigração e Imigração , Humanos , Londres/epidemiologia , Prevalência , Análise de Regressão , Classe Social , Desemprego
12.
J Epidemiol Community Health ; 46(5): 485-8, 1992 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-1479316

RESUMO

STUDY OBJECTIVE: The aim was to investigate whether the winter increase in risk of sudden infant death was similar across social classes. DESIGN: This was an unmatched case-control study using routine data. SETTING: Cases and controls were selected from files holding routine birth and death certificate data for England and Wales for 1986. SUBJECTS: Cases were deaths in the first year of life occurring in the summer or the winter of 1986 with mention of sudden infant death or SIDS in the death certificate. Controls were a 1% random sample of all children born in the same year. Only children whose parents were married or living together at the time of birth registration were included. MAIN RESULTS: Data on age and season of death for cases, and on date of birth, social class of father, and birth weight were abstracted from the file. Season of birth and birth weight were treated as confounding variables. The increase in risk of SIDS in winter was calculated for each age group and social class. The winter increase in SIDS was more marked among the higher social classes for all ages, but not to a statistically significant degree: the p values for heterogeneity were 0.26 for age 0-3 months, 0.42 for 4-7 months, and 0.41 for 8-12 months. CONCLUSIONS: There is no direct association between seasonal variation in sudden infant death and social class.


Assuntos
Estações do Ano , Classe Social , Morte Súbita do Lactente/etiologia , Peso ao Nascer , Estudos de Casos e Controles , Inglaterra/epidemiologia , Humanos , Lactente , Recém-Nascido , Fatores de Risco , Morte Súbita do Lactente/epidemiologia , País de Gales/epidemiologia
13.
J Epidemiol Community Health ; 46(4): 357-61, 1992 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-1431706

RESUMO

STUDY OBJECTIVE: The aim was to examine the factors associated with incomplete vaccination in an urban area in Sao Paulo, Brazil; and to explore whether differences in vaccine coverage in the catchment area of health centres remain after the demographic constitution of the population in these areas is controlled for. DESIGN: The children were selected as controls for a case-control study. 455 children were selected at random (but age matched) from the health centre registries. Data was collected from the health centre records and from home interviews. SETTING: All children were registered in FAISA, a municipal health service comprising a large network of health centres and hospitals. FAISA's services are free at the point of delivery, and over 85% of the city's children are registered. PARTICIPANTS: Participants were selected to represent, except in their age distribution, all children registered in the municipal health service. MEASUREMENTS AND MAIN RESULTS: Information was collected on subjects' vaccine history, year of birth, sex, birth order and birth weight, and health centre of registration; their mothers' age, education, and marital status; and the family's income per capita and history of migration. Analysis was undertaken to identify risk factors for vaccination and whether the differential coverage in health centres' catchment areas remained after demographic characteristics of the population were controlled for. The high coverage for DPT and polio vaccines suggests that low overall coverage was not simply a result of mothers failing to bring children for vaccination. The variable that best predicted vaccine coverage was year of birth. Children born to immigrant mothers or into large families had lower vaccine uptake. The characteristics of children and their mothers did not account for the variation in vaccination coverage in catchment areas of different health centres. CONCLUSIONS: It is likely that in this area vaccination completeness was associated mainly with the health centre's ability to deliver vaccination to the target population.


Assuntos
População Urbana , Vacinação/estatística & dados numéricos , Brasil , Estudos de Casos e Controles , Criança , Pré-Escolar , Atenção à Saúde , Vacina contra Difteria, Tétano e Coqueluche/administração & dosagem , Instalações de Saúde , Humanos , Política Organizacional , Distribuição Aleatória , Fatores Socioeconômicos
14.
Int J Epidemiol ; 13(1): 87-93, 1984 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-6698708

RESUMO

Case-control and cohort studies may be employed to assess the protective efficacy of vaccines. The appropriate measure of vaccine efficacy is shown to depend upon the mode of action of the vaccination. Two models of vaccine action are considered. In the first, vaccination is assumed to reduce the instantaneous disease-rate in the total vaccinated population by a constant proportion and, in the second, vaccination is assumed to render a constant proportion of individuals totally immune from the disease. The implications of these two models on the behaviour of different measures of vaccine efficacy in cohort studies is explored. It is shown that the design of case-control studies to measure vaccine efficacy is dependent upon which model is considered appropriate. In particular, under the second model, individuals who have already had the disease under study should not be excluded from the control group.


Assuntos
Modelos Biológicos , Vacinas/imunologia , Avaliação de Medicamentos , Métodos Epidemiológicos , Humanos , Distribuição Aleatória , Risco , Vacinação
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