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1.
J Cardiovasc Comput Tomogr ; 15(2): 114-120, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-32943356

RESUMO

BACKGROUND: Values of fractional flow reserve (FFRCT) by coronary computed tomography angiography (CTA) decline from the ostium to the terminal vessel, irrespective of stenosis severity. The purpose of this study is to determine if the site of measurement of FFRCT impacts assessment of ischemia and its diagnostic performance relative to invasive FFR (FFRINV). METHODS: 1484 patients underwent FFRCT; 1910 vessels were stratified by stenosis severity (normal; <25%, 25-50%, 50-70%, and >70% stenosis). The rates of positive FFRCT (≤0.8) were determined by measuring FFRCT from the terminal vessel and from distal-to-the-lesion. Reclassification rates from positive to negative FFRCT were calculated. Diagnostic performance of FFRCT relative to FFRINV was evaluated in 182 vessels using linear regression, Bland Altman analysis, and receiver operating characteristic (ROC) curves. RESULTS: Positive FFRCT was identified in 24.9% of vessels using terminal vessel FFRCT and 10.1% using FFRCT distal-to-the-lesion (p â€‹< â€‹0.001). FFRCT obtained distal-to-the-lesion resulted in reclassification of 59.6% of positive terminal FFRCT to negative FFRCT. Relative to FFRINV, there were improvements in specificity (50% to 86%, p â€‹< â€‹0.001), diagnostic accuracy (65% to 88%, p â€‹< â€‹0.001), positive predictive value (50% to 78%, p â€‹< â€‹0.001), and area-under-the-curve (AUC, 0.83 to 0.91, p â€‹< â€‹0.001) when FFRCT was measured distal-to-the-lesion. CONCLUSION: FFRCT values from the terminal vessel should not be used to assess lesion-specific ischemia due to high rates of false positive results. FFRCT measured distal-to-the-lesion improves the diagnostic performance of FFRCT relative to FFRINV, ensures that FFRCT values are due to lesion-specific ischemia, and could reduce the rate of unnecessary invasive procedures.


Assuntos
Angiografia por Tomografia Computadorizada , Angiografia Coronária , Doença da Artéria Coronariana/diagnóstico por imagem , Estenose Coronária/diagnóstico por imagem , Reserva Fracionada de Fluxo Miocárdico , Idoso , Doença da Artéria Coronariana/fisiopatologia , Estenose Coronária/fisiopatologia , Bases de Dados Factuais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Interpretação de Imagem Radiográfica Assistida por Computador , Índice de Gravidade de Doença
2.
Cancer ; 127(1): 93-102, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33119175

RESUMO

BACKGROUND: Patients with high cost-sharing of tyrosine kinase inhibitors (TKIs) experience delays in treatment for chronic myeloid leukemia (CML). To the authors' knowledge, the clinical outcomes among and costs for patients not receiving TKIs are not well defined. METHODS: Using the Surveillance, Epidemiology, and End Results (SEER)-Medicare database, the authors evaluated differences in TKI initiation, health care use, cost, and survival among patients with CML with continuous Medicare Parts A and B and Part D coverage who were diagnosed between 2007 and 2015. RESULTS: A total of 941 patients were included. Approximately 29% of all patients did not initiate treatment with TKIs within 6 months (non-TKI users), and had lower rates of BCR-ABL testing and more hospitalizations compared with TKI users. Approximately 21% were not found to have any TKI claims at any time. TKI initiation rates within 6 months of diagnosis increased for all patients over time (61% to 85%), with greater improvements observed in patients receiving subsidies (55% to 90%). Total Medicare costs were greater in patients treated with TKIs, with approximately 50% because of TKI costs. Non-TKI users had more inpatient costs compared with TKI users. Trends in cost remained significant when adjusting for age and comorbidities. The median overall survival was 40 months (95% confidence interval [95% CI], 34-48 months) compared with 86 months (95% CI, 73 months to not reached), respectively, for non-TKI users versus TKI users, a finding that remained consistent when adjusting for age, comorbidities, and subsidy status (hazard ratio, 2.23; 95% CI, 1.77-2.81). CONCLUSIONS: Approximately 21% of all patients with CML did not receive TKIs at any time. Cost-sharing subsidies consistently are found to be associated with higher initiation rates. Non-TKI users had higher inpatient costs and poorer survival outcomes. Interventions to lower TKI costs for all patients are desirable.


Assuntos
Custo Compartilhado de Seguro/economia , Efeitos Psicossociais da Doença , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Leucemia Mielogênica Crônica BCR-ABL Positiva/economia , Medicare/economia , Inibidores de Proteínas Quinases/economia , Inibidores de Proteínas Quinases/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Feminino , Custos de Cuidados de Saúde , Humanos , Leucemia Mielogênica Crônica BCR-ABL Positiva/epidemiologia , Leucemia Mielogênica Crônica BCR-ABL Positiva/mortalidade , Masculino , Adesão à Medicação , Programa de SEER , Taxa de Sobrevida , Resultado do Tratamento , Estados Unidos/epidemiologia
3.
N C Med J ; 81(3): 185-190, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32366628

RESUMO

Among the many trends influencing health and health care delivery over the next decade, three are particularly important: the transition to value-based care and increased focus on population health; the shift of care from acute to community-based settings; and addressing the vulnerability of rural health care systems in North Carolina.


Assuntos
Planejamento em Saúde/organização & administração , Mão de Obra em Saúde/organização & administração , Previsões , Humanos , North Carolina
4.
BMJ Open ; 10(2): e035837, 2020 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-32075846

RESUMO

INTRODUCTION: People in prison tend to experience poorer health, access to healthcare services and health outcomes than the general population. Use of video consultations (telemedicine) has been proven effective at improving the access, cost and quality of secondary care for prisoners in the USA and Australia. Implementation and use in English prison settings has been limited to date despite political drivers for change. We plan to research the implementation of a new prison-hospital telemedicine model in an English county to understand what factors drive or hinder implementation and whether the model can improve healthcare outcomes as demonstrated in other contextual settings. METHODS AND ANALYSIS: We will undertake a hybrid type 2 implementation effectiveness study to gather evidence on both clinical and implementation outcomes. Data collection will be guided by the theoretical constructs of Normalisation Process Theory. We will prospectively collect data through: (1) prisoner/patient focus groups, interviews and questionnaires, (2) prison healthcare, hospital and wider prison staff interviews and questionnaires, (3) routine quality improvement and service evaluation data. Up to four prisons and three hospital settings in Surrey (England) will be included in the telemedicine research, dependent on their telemedicine readiness during the study period. Prisons proposed include male and female prisoners, remand (not yet sentenced) and sentenced individuals and different security categorisations. In addition, focus groups in five telemedicine naïve prisons will provide information on patient preconceptions and concerns surrounding telemedicine. ETHICS AND DISSEMINATION: This study has received National Health Service Research Ethics Committee, Her Majesty's Prison and Probation Service National Research Committee and Health Research Authority approval. Dissemination of results will take place through peer-reviewed journals, conferences and existing health and justice networks.


Assuntos
Acessibilidade aos Serviços de Saúde , Prisioneiros , Atenção Secundária à Saúde , Telemedicina , Pesquisa Comparativa da Efetividade , Inglaterra , Feminino , Grupos Focais , Acessibilidade aos Serviços de Saúde/economia , Humanos , Masculino , Prisões , Atenção Secundária à Saúde/economia , Medicina Estatal , Inquéritos e Questionários
5.
JACC Cardiovasc Imaging ; 13(2 Pt 1): 452-461, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31326487

RESUMO

OBJECTIVES: This study sought to examine the feasibility, safety, clinical outcomes, and costs associated with computed tomography-derived fractional flow reserve (FFRCT) in acute chest pain (ACP) patients in a coronary computed tomography angiography (CTA)-based triage program. BACKGROUND: FFRCT is useful in determining lesion-specific ischemia in patients with stable ischemic heart disease, but its utility in ACP has not been studied. METHODS: ACP patients with no known coronary artery disease undergoing coronary CTA and coronary CTA with FFRCT were studied. FFRCT ≤0.80 was considered positive for hemodynamically significant stenosis. RESULTS: Among 555 patients, 297 underwent coronary CTA and FFRCT (196 negative, 101 positive), whereas 258 had coronary CTA only. The rejection rate for FFRCT was 1.6%. At 90 days, there was no difference in major adverse cardiac events (including death, nonfatal myocardial infarction, and unexpected revascularization after the index visit) between the coronary CTA and FFRCT groups (4.3% vs. 2.7%; p = 0.310). Diagnostic failure, defined as discordance between the coronary CTA or FFRCT results with invasive findings, did not differ between the groups (1.9% vs. 1.68%; p = NS). No deaths or myocardial infarction occurred with negative FFRCT when revascularization was deferred. Negative FFRCT was associated with higher nonobstructive disease on invasive coronary angiography (56.5%) than positive FFRCT (8.0%) and coronary CTA (22.9%) (p < 0.001). There was no difference in overall costs between the coronary CTA and FFRCT groups ($8,582 vs. $8,048; p = 0.550). CONCLUSIONS: In ACP, FFRCT is feasible, with no difference in major adverse cardiac events and costs compared with coronary CTA alone. Deferral of revascularization is safe with negative FFRCT, which is associated with higher nonobstructive disease on invasive angiography.


Assuntos
Angina Pectoris/diagnóstico por imagem , Serviço Hospitalar de Cardiologia , Angiografia por Tomografia Computadorizada , Angiografia Coronária , Doença da Artéria Coronariana/diagnóstico por imagem , Estenose Coronária/diagnóstico por imagem , Serviço Hospitalar de Emergência , Reserva Fracionada de Fluxo Miocárdico , Idoso , Angina Pectoris/economia , Angina Pectoris/fisiopatologia , Angina Pectoris/terapia , Serviço Hospitalar de Cardiologia/economia , Angiografia por Tomografia Computadorizada/economia , Angiografia Coronária/economia , Doença da Artéria Coronariana/economia , Doença da Artéria Coronariana/fisiopatologia , Doença da Artéria Coronariana/terapia , Estenose Coronária/economia , Estenose Coronária/fisiopatologia , Estenose Coronária/terapia , Serviço Hospitalar de Emergência/economia , Estudos de Viabilidade , Feminino , Custos Hospitalares , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Sistema de Registros , Reprodutibilidade dos Testes , Estudos Retrospectivos , Triagem
6.
Age Ageing ; 49(1): 82-87, 2019 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-31732735

RESUMO

BACKGROUND: care in the final year of life accounts for 10% of inpatient hospital costs in UK. However, there has been little analysis of costs in other care settings. We investigated the publicly funded costs associated with the end of life across different health and social care settings. METHOD: we performed cross-sectional analysis of linked electronic health records of residents aged over 50 in a locality in East London, UK, between 2011 and 2017. Those who died during the study period were matched to survivors on age group, sex, deprivation, number of long-term conditions and time period. Mean costs were calculated by care setting, age and months to death. RESULTS: across 8,720 matched patients, the final year of life was associated with £7,450 (95% confidence interval £7,086-£7,842, P < 0.001) of additional health and care costs, 57% of which related to unplanned hospital care. Whilst costs increased sharply over the final few months of life in emergency and inpatient hospital care, in non-acute settings costs were less concentrated in this period. Patients who died at older ages had higher social care costs and lower healthcare costs than younger patients in their final year of life. CONCLUSIONS: the large proportion of costs relating to unplanned hospital care suggests that end-of-life planning could direct care towards more appropriate settings and lead to system efficiencies. Death at older ages results in an increasing proportion of care costs relating to social care than to healthcare, which has implications for an ageing society.


Assuntos
Custos de Cuidados de Saúde/estatística & dados numéricos , Assistência Terminal/economia , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Feminino , Hospitalização/economia , Humanos , Londres , Masculino , Registro Médico Coordenado , Pessoa de Meia-Idade , Seguridade Social/economia , Seguridade Social/estatística & dados numéricos , Assistência Terminal/estatística & dados numéricos , Fatores de Tempo
7.
J Community Health ; 43(2): 227-237, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-28861672

RESUMO

Colonization has negatively impacted Canada's Aboriginal people, with one of the consequences being loss of traditional knowledge, beliefs and practices, including traditional healing practices. In a study of two Ontario First Nations, the objectives of this research were to examine: (1) the extent of use of traditional healing practices, including traditional medicines and healers; (2) factors associated with their use and people's desire to use them; and (3) reasons for not using them among those who want to use them, but currently do not. Registered Band Members and volunteers from two First Nations communities (N = 613) participated in a well-being survey. About 15% of participants used both traditional medicines and healers, 15% used traditional medicines only, 3% used a traditional healer only, and 63% did not use either. Of those who did not use traditional healing practices, 51% reported that they would like to use them. Use was more common among men, older people, and those with more than high school education. Those who used traditional healing practices were found to have a stronger First Nations identity, better self-reported spiritual health, higher scores on historical loss and historical loss symptoms and higher levels of anxiety compared with people who did not use them. Common reasons for not using traditional practices were: not knowing enough about them, not knowing how to access or where to access them. These findings may be useful for promoting the use of traditional healing practices for the purpose of improving the health of First Nations people.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Indígenas Norte-Americanos/estatística & dados numéricos , Medicina Tradicional/estatística & dados numéricos , Adolescente , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Ontário/epidemiologia , Aceitação pelo Paciente de Cuidados de Saúde , Adulto Jovem
8.
Eur Heart J Qual Care Clin Outcomes ; 2(2): 64-65, 2016 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-29474628
9.
J Racial Ethn Health Disparities ; 1(4): 247-256, 2014 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-27134815

RESUMO

OBJECTIVES: Although the perceived risk of cannabis has decreased over the last few years, the contribution of marijuana use to the burden of disease on society is significant. Globally, Indigenous peoples have rates of marijuana use that are significantly higher than that of the general population. Understanding patterns of use is fundamental to developing appropriate policy and programming strategies to improve health and well-being. METHODS: This study examined the characteristics of respondents who had ever been frequent marijuana users (used more than once a week), among a cross-sectional sample of 340 people, aged 18 and over, from Kettle and Stony Point First Nation in Ontario, Canada. The research incorporated Aboriginal-specific measures, examining issues related to colonialism and racism. Logistic regression models were used to assess the extent that sociodemographic variables, body mass index, mental health (depression, anxiety), licit substance use (alcohol and tobacco), Historical Loss Scale, Childhood Trauma Scale, and Measure of Indigenous Racism Experience (MIRE) Interpersonal Racism Scale predicted ever having been a frequent marijuana user. RESULTS: Aboriginal-specific issues were not associated with marijuana use nor was marijuana use related to depression or anxiety. However, ever engaging in frequent marijuana use was reported by more than half of the sample and associated with being younger, male, and a smoker. CONCLUSIONS: The high prevalence of frequent marijuana use (53.2 %) suggests normalization of the substance that may indicate a potentially large public health problem.

10.
Int J Epidemiol ; 41(6): 1625-38, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23220717

RESUMO

The goal of cardiovascular disease (CVD) research using linked bespoke studies and electronic health records (CALIBER) is to provide evidence to inform health care and public health policy for CVDs across different stages of translation, from discovery, through evaluation in trials to implementation, where linkages to electronic health records provide new scientific opportunities. The initial approach of the CALIBER programme is characterized as follows: (i) Linkages of multiple electronic heath record sources: examples include linkages between the longitudinal primary care data from the Clinical Practice Research Datalink, the national registry of acute coronary syndromes (Myocardial Ischaemia National Audit Project), hospitalization and procedure data from Hospital Episode Statistics and cause-specific mortality and social deprivation data from the Office of National Statistics. Current cohort analyses involve a million people in initially healthy populations and disease registries with ∼10(5) patients. (ii) Linkages of bespoke investigator-led cohort studies (e.g. UK Biobank) to registry data (e.g. Myocardial Ischaemia National Audit Project), providing new means of ascertaining, validating and phenotyping disease. (iii) A common data model in which routine electronic health record data are made research ready, and sharable, by defining and curating with meta-data >300 variables (categorical, continuous, event) on risk factors, CVDs and non-cardiovascular comorbidities. (iv) Transparency: all CALIBER studies have an analytic protocol registered in the public domain, and data are available (safe haven model) for use subject to approvals. For more information, e-mail s.denaxas@ucl.ac.uk.


Assuntos
Pesquisa Biomédica/organização & administração , Doenças Cardiovasculares/epidemiologia , Bases de Dados Factuais/estatística & dados numéricos , Registros Eletrônicos de Saúde/organização & administração , Registro Médico Coordenado/métodos , Pesquisa Biomédica/estatística & dados numéricos , Causas de Morte , Registros Eletrônicos de Saúde/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Humanos , Atenção Primária à Saúde/estatística & dados numéricos , Sistema de Registros/estatística & dados numéricos , Fatores Socioeconômicos , Reino Unido
11.
J Health Care Poor Underserved ; 19(2): 512-21, 2008 May.
Artigo em Inglês | MEDLINE | ID: mdl-18469422

RESUMO

INTRODUCTION: Mammography can reduce breast cancer mortality through routine screening. We tested an intervention to increase re-screening in a county program. METHODS: The program requires enrollment before screening. We randomized women who had previously been screened by the program to a telephone call reminder for re-enrollment or usual care (postcard reminder). We followed re-enrollment and re-screening rates for both groups. RESULTS: Compared with the control group (n=610), women in the intervention group (n=599) had higher rates of initial re-enrollment at one month (10% vs. 24%, p<.001) and re-screening at two months (11% vs. 19%, p<.001). These effects persisted over time (five-month re-enrollment: 24% vs. 35%, p<.001; six-month re-screening: 23% vs. 31%, p=.004). The intervention did not alter the odds of a woman's being re-screened once re-enrolled. CONCLUSION: The increase in our re-screening rate after this simple intervention was as great or greater than the rates reported in other studies. A telephone reminder for women previously enrolled in a county breast screening program can increase re-enrollment and subsequent re-screening rates.


Assuntos
Mamografia/estatística & dados numéricos , Sistemas de Alerta , Telefone , Adulto , Serviços de Saúde Comunitária/organização & administração , Feminino , Humanos , Pessoa de Meia-Idade , Fatores Socioeconômicos
12.
Genome ; 49(8): 919-30, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17036067

RESUMO

White clover (Trifolium repens L.) is an important temperate pasture legume that plays a key role as a companion to grass species, such as perennial ryegrass (Lolium perenne L.). Due to the outbreeding nature of white clover, cultivars are highly heterogeneous. Genetic diversity was assessed using 16 elite cultivars from Europe, North and South America, Australia, and New Zealand. Fifteen simple sequence repeat markers that detect single, codominant polymorphic genetic loci were selected for the study. The genetic relationships among individuals were compared using phenetic clustering, and those among cultivars were compared using nonmetric multidimensional scaling. Intrapopula tion variability exceeded interpopulation variability, with substantial overlap among populations and weak interpopula tion differentiation. No obvious or significant differentiation was observed on the basis of morphology or geographic origin of the cultivars. The number of parental genotypes used to derive each cultivar was not a major determinant of genome-wide genetic diversity. The outcomes of this assessment of genetic variation in elite white clover germplasm pools have important implications for the feasibility of molecular marker-based cultivar discrimination, and will be used to assist the design of linkage disequilibrium mapping strategies for marker-trait association.


Assuntos
Trifolium/genética , Sequência de Bases , Primers do DNA/genética , DNA de Plantas/genética , Variação Genética , Genótipo , Repetições Minissatélites , Polimorfismo Genético
13.
J R Soc Med ; 99(2): 81-9, 2006 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-16449782

RESUMO

OBJECTIVES: To examine the association between underlying ill health, material deprivation and primary care supply factors and hospital admission rates for potentially avoidable admissions in primary care trusts in London. DESIGN: Cross sectional analysis at primary care trusts level using routine data from multiple sources. SETTING: All 31 primary care trusts in London with a total resident population of 7 million patients. MAIN OUTCOME MEASURES: Age-standardized hospital admission rates for asthma, diabetes, heart failure, hypertension and chronic obstructive pulmonary disease. RESULTS: Admission rates varied widely for the conditions examined across the 31 primary care trusts. In 2001, age adjusted admission rates for asthma varied from 76 to 189 per 100,000 and for diabetes from 38 to 183 per 100,000. There was a significant association between higher admission rates and measures of underlying ill health and material deprivation but not quantitative measures of primary care service provision. Provision of specialist chronic disease services in primary care for diabetes but not for asthma were significantly associated with reduced admission rates. There was no association of prescribing levels in primary care trusts with admission rates for any of the conditions examined. CONCLUSIONS: Although hospital admission for some chronic diseases is potentially avoidable and rates of hospital admission for these conditions are possible indicators of the quality of care, they should be interpreted in conjunction with measures of population composition and deprivation. Failure to do this may result in primary care trusts and general practitioners being criticized for aspects of health care utilization that are not under their direct control.


Assuntos
Doença Crônica/terapia , Hospitalização/estatística & dados numéricos , Atenção Primária à Saúde/estatística & dados numéricos , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Londres , Pessoa de Meia-Idade , Análise de Regressão , Fatores Socioeconômicos
14.
Health Serv Res ; 37(1): 65-85, 2002 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-11949926

RESUMO

OBJECTIVE: To develop a longitudinal model to characterize the delivery of mammography services using repeated observations of mammography referral rates during a randomized controlled trial (RCT) of physician mammography reminders. DATA SOURCES/STUDY SETTING: Administrative records of a health department and observational data on mammography appointment scheduling. STUDY DESIGN: The design was a longitudinal study of month-specific referral rates during a 1-year RCT. A retrospective case-control study was used to investigate differences between women with timely and delayed (or absent) mammography referral assessed at the end of the intervention year. DATA COLLECTION/EXTRACTION METHODS: Month-specific indicators for referrals and missed clinical opportunities, that is, months when clinic visitors were due for a mammogram and not referred, were constructed using administrative and observational data. FINDINGS: In the unadjusted analysis, the effectiveness of the reminder declined over time. However, in a multivariate analysis that controlled for the number of missed opportunities, the effectiveness was constant over time. On a monthly basis, physician reminders were significantly associated with higher referral rates among clinic visitors newly due for mammography (adjusted OR = 2.8, 95 percent CI = 1.3, 5.8) or who had one previously missed clinical opportunity (adjusted OR = 3.0, 95 percent CI = 1.6, 5.3) but were not for those with two or more missed clinical opportunities (adjusted OR = 1.2, 95 percent CI = 0.7, 2.3). Factors independently associated with delayed referral were age over 65, presence of more than one chronic illness, and the absence of a physician mammography reminder. CONCLUSIONS: Longitudinal models that examine rates of referral over time and include information about outcomes on previous visits can enhance our understanding of how intervention strategies work in practice.


Assuntos
Neoplasias da Mama/prevenção & controle , Mamografia/estatística & dados numéricos , Serviços Preventivos de Saúde/estatística & dados numéricos , Encaminhamento e Consulta/estatística & dados numéricos , Sistemas de Alerta , Adulto , Idoso , Agendamento de Consultas , Neoplasias da Mama/diagnóstico por imagem , Feminino , Pesquisa sobre Serviços de Saúde , Humanos , Estudos Longitudinais , Michigan , Pessoa de Meia-Idade , Análise Multivariada , Serviços Preventivos de Saúde/organização & administração , Estudos Retrospectivos , Fatores de Tempo
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