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1.
Infect Agent Cancer ; 16(1): 42, 2021 Jun 13.
Article in English | MEDLINE | ID: mdl-34120615

ABSTRACT

BACKGROUND: Epigenetic mechanisms are hypothesized to contribute substantially to the progression of cervical intraepithelial neoplasia (CIN) to cervical cancer, although empirical data are limited. METHODS: Women (n = 419) were enrolled at colposcopic evaluation at Duke Medical Center in Durham, North Carolina. Human papillomavirus (HPV) was genotyped by HPV linear array and CIN grade was ascertained by biopsy pathologic review. DNA methylation was measured at differentially methylated regions (DMRs) regulating genomic imprinting of the IGF2/H19, IGF2AS, MESTIT1/MEST, MEG3, PLAGL1/HYMAI, KvDMR and PEG10, PEG3 imprinted domains, using Sequenom-EpiTYPER assays. Logistic regression models were used to evaluate the associations between HPV infection, DMR methylation and CIN risk overall and by race. RESULTS: Of the 419 participants, 20 had CIN3+, 52 had CIN2, and 347 had ≤ CIN1 (CIN1 and negative histology). The median participant age was 28.6 (IQR:11.6) and 40% were African American. Overall, we found no statistically significant association between altered methylation in selected DMRs and CIN2+ compared to ≤CIN1. Similarly, there was no significant association between DMR methylation and CIN3+ compared to ≤CIN2. Restricting the outcome to CIN2+ cases that were HR-HPV positive and p16 staining positive, we found a significant association with PEG3 DMR methylation (OR: 1.56 95% CI: 1.03-2.36). CONCLUSIONS: While the small number of high-grade CIN cases limit inferences, our findings suggest an association between altered DNA methylation at regulatory regions of PEG3 and high grade CIN in high-risk HPV positive cases.

2.
AMIA Annu Symp Proc ; 2016: 686-695, 2016.
Article in English | MEDLINE | ID: mdl-28269865

ABSTRACT

The Chronic Care Model (CCM) is a promising framework for improving population health, but little is known regarding the long-term impact of scalable, informatics-enabled interventions based on this model. To address this challenge, this study evaluated the long-term impact of implementing a scalable, electronic health record (EHR)- enabled, and CCM-based population health program to replace a labor-intensive legacy program in 18 primary care practices. Interventions included point-of-care decision support, quality reporting, team-based care, patient engagement, and provider education. Among 6,768 patients with diabetes receiving care over 4 years, hemoglobin A1c levels remained stable during the 2-year pre-intervention and post-intervention periods (0.03% and 0% increases, respectively), compared to a 0.42% increase expected based on A1c progression observed in the United Kingdom Prospective Diabetes Study long-term outcomes cohort. The results indicate that an EHR-enabled, team- based, and scalable population health strategy based on the CCM may be effective and efficient for managing population health.


Subject(s)
Diabetes Mellitus/therapy , Electronic Health Records , Diabetes Mellitus/blood , Glycated Hemoglobin/analysis , Humans , Long-Term Care , Patient Care Team , Point-of-Care Systems , Primary Health Care , Prospective Studies , United Kingdom
3.
Cancer Causes Control ; 25(8): 1055-62, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24928693

ABSTRACT

PURPOSE: For poorly understood reasons, invasive cervical cancer (ICC) incidence and mortality rates are higher in women of African descent. Oncogenic human papillomavirus (HPV) genotypes distribution may vary between European American (EA) and African-American (AA) women and may contribute to differences in ICC incidence. The current study aimed at disentangling differences in HPV distribution among AA and EA women. METHODS: Five-hundred and seventy-two women were enrolled at the time of colposcopic evaluation following an abnormal liquid-based cytology screen. HPV infections were detected using HPV linear array, and chi-squared tests and linear regression models were used to compare HPV genotypes across racial/ethnic groups by CIN status. RESULTS: Of the 572 participants, 494 (86 %) had detectable HPV; 245 (43 %) had no CIN lesion, 239 (42 %) had CIN1, and 88 (15 %) had CIN2/3. Seventy-three percent of all women were infected with multiple HPV genotypes. After adjusting for race, age, parity, income, oral contraception use, and current smoking, AAs were two times less likely to harbor HPV 16/18 (OR 0.48, 95 % CI 0.21-0.94, p = 0.03) when all women were considered. This association remained unchanged when only women with CIN2/3 lesions were examined (OR 0.22, 95 % CI 0.05-0.95, p = 0.04). The most frequent high-risk HPV genotypes detected among EAs were 16, 18, 56, 39, and 66, while HPV genotypes 33, 35, 45, 58, and 68 were the most frequent ones detected in AAs. CONCLUSIONS: Our data suggest that while HPV 16/18 are the most common genotypes among EA women with CIN, AAs may harbor different genotypes.


Subject(s)
Papillomaviridae/genetics , Papillomavirus Infections/virology , Uterine Cervical Dysplasia/virology , Uterine Cervical Neoplasms/virology , Adolescent , Adult , Black People/statistics & numerical data , Female , Humans , Logistic Models , Papillomavirus Infections/epidemiology , Southeastern United States/epidemiology , Uterine Cervical Neoplasms/epidemiology , Uterine Cervical Neoplasms/ethnology , White People/statistics & numerical data , Young Adult , Uterine Cervical Dysplasia/epidemiology , Uterine Cervical Dysplasia/ethnology
4.
BMC Res Notes ; 2: 161, 2009 Aug 17.
Article in English | MEDLINE | ID: mdl-19686601

ABSTRACT

BACKGROUND: Postpartum weight retention can contribute to obesity. There may be unique barriers to weight loss in this period. FINDINGS: Cases are presented for three postpartum women who declined to participate in a postpartum weight loss intervention.Despite their desire to engage in healthier behaviors, or partake in an intervention uniquely designed to promote healthy lifestyles for postpartum women, some find it too difficult to make such commitments. Barriers women face in adopting a healthier lifestyle in this period include 1) time availability; 2) prioritizing other competing life responsibilities above their own health; 3) support from family members, friends, and/or co-workers; and 4) lack of flexibility in the intervention structure. These illustrations describe their perspectives in the context of life balance, perceived health, and support, and reflect the multi-dimensional nature of their lives during the life cycle change of the postpartum period. CONCLUSION: Postpartum women face difficult and complex challenges to prioritizing their health and their weight management.

5.
Prev Chronic Dis ; 6(2): A59, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19289002

ABSTRACT

A major contributor to shortfalls in delivery of recommended health care services is lack of physician time. On the basis of recommendations from national clinical care guidelines for preventive services and chronic disease management, and including the time needed for acute concerns, sufficiently addressing the needs of a standard patient panel of 2,500 would require 21.7 hours per day. The problem of insufficient time indicates that primary care requires broad, fundamental changes. The creation of primary care teams that include members such as physician assistants, nurse practitioners, dietitians, health educators, and lay coaches is important to meeting patients' primary care needs.


Subject(s)
Delivery of Health Care/organization & administration , Patient Care Team , Physicians, Family , Time Management , Practice Guidelines as Topic
6.
BMC Health Serv Res ; 8: 245, 2008 Dec 01.
Article in English | MEDLINE | ID: mdl-19046443

ABSTRACT

BACKGROUND: Delivery of preventive health services in primary care is lacking. One of the main barriers is lack of time. We estimated the amount of time primary care physicians spend on important preventive health services. METHODS: We analyzed a large dataset of primary care (family and internal medicine) visits using the National Ambulatory Medical Care Survey (2001-4); analyses were conducted 2007-8. Multiple linear regression was used to estimate the amount of time spent delivering each preventive service, controlling for demographic covariates. RESULTS: Preventive visits were longer than chronic care visits (M = 22.4, SD = 11.8, M = 18.9, SD = 9.2, respectively). New patients required more time from physicians. Services on which physicians spent relatively more time were prostate specific antigen (PSA), cholesterol, Papanicolaou (Pap) smear, mammography, exercise counseling, and blood pressure. Physicians spent less time than recommended on two "A" rated ("good evidence") services, tobacco cessation and Pap smear (in preventive visits), and one "B" rated ("at least fair evidence") service, nutrition counseling. Physicians spent substantial time on two services that have an "I" rating ("inconclusive evidence of effectiveness"), PSA and exercise counseling. CONCLUSION: Even with limited time, physicians address many of the "A" rated services adequately. However, they may be spending less time than recommended for important services, especially smoking cessation, Pap smear, and nutrition counseling. Future research is needed to understand how physicians decide how to allocate their time to address preventive health.


Subject(s)
Physicians, Family , Preventive Health Services , Workload , Adolescent , Adult , Appointments and Schedules , Female , Health Care Surveys , Humans , Male , Middle Aged , Physician-Patient Relations , Young Adult
7.
BMC Med ; 4: 18, 2006 Aug 15.
Article in English | MEDLINE | ID: mdl-16911780

ABSTRACT

BACKGROUND: Electronic mail (email) has the potential to improve communication between physicians and patients. METHODS: We conducted two research studies in a family practice setting: 1) a brief, anonymous patient survey of a convenience sample to determine the number of clinic patients receptive to communicating with their physician via email, and 2) a randomized, controlled pilot study to assess the feasibility of providing health education via email to family practice patients. RESULTS: Sixty-eight percent of patients used email, and the majority of those (80%) were interested in using email to communicate with the clinic. The majority also reported that their email address changed less frequently than their home address (65%, n = 173) or telephone number (68%, n = 181). Forty-two percent were willing to pay an out-of-pocket fee to have email access to their physicians. When evaluating email initiated by the clinic, 26% of otherwise eligible patients could not participate because they lacked email access; those people were more likely to be black and to be insured through Medicaid. Twenty-four subjects agreed to participate, but one-third failed to return the required consent form by mail. All participants who received the intervention emails said they would like to receive health education emails in the future. CONCLUSION: Our survey results show that patients are interested in email communication with the family practice clinic. Our feasibility study also illustrates important challenges in physician-initiated electronic communication. The 'digital divide' - decreased access to electronic technologies in lower income groups - is an ethical concern in the use of email for patient-physician communication.


Subject(s)
Electronic Mail , Patient Education as Topic , Physician-Patient Relations , Physicians, Family , Electronic Mail/statistics & numerical data , Family Practice/methods , Information Dissemination/methods , Preventive Medicine/methods
8.
Gerontologist ; 46(2): 271-6, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16581892

ABSTRACT

PURPOSE: To promote health and maintain independence, Just for Us provides financially sustainable, in-home, integrated care to medically fragile, low-income seniors and disabled adults living in subsidized housing. DESIGN AND METHODS: The program provides primary care, care management, and mental health services delivered in patient's homes by a multidisciplinary, multiagency team. RESULTS: After 2 years of operation, Just for Us is serving nearly 300 individuals in 10 buildings. The program is demonstrating improvement in individual indices of health. Medicaid expenditures for enrollees are shifting from ambulances and hospital services to pharmacy, personal care, and outpatient visits. The program is not breaking even, but it is moving toward that goal. The program's success is based on a partnership involving an academic medical center, a community health center, county social and mental health agencies, and a city housing authority to coordinate and leverage services. IMPLICATIONS: Just for Us is becoming a financially sustainable way of creating a "system within a nonsystem" for low-income elderly persons in clustered housing.


Subject(s)
Academic Medical Centers , Activities of Daily Living , Community Health Services/organization & administration , Comprehensive Health Care/organization & administration , Frail Elderly , Health Promotion , Health Services for the Aged , Aged , Aged, 80 and over , Disabled Persons , Female , Humans , Male , North Carolina , Poverty
9.
BMC Health Serv Res ; 6: 38, 2006 Mar 20.
Article in English | MEDLINE | ID: mdl-16549030

ABSTRACT

BACKGROUND: The Future of Family Medicine Report calls for a fundamental redesign of the American family physician workplace. At the same time, academic family practices are under economic pressure. Most family medicine departments do not have self-supporting practices, but seek support from specialty colleagues or hospital practice plans. Alternative models for academic family practices that are economically viable and consistent with the principles of family medicine are needed. This article presents several "experiments" to address these challenges. METHODS: The basis of comparison is a traditional academic family medicine center. Apart of the faculty practice plan, our center consistently operated at a deficit despite high productivity. A number of different practice types and alternative models of service delivery were therefore developed and tested. They ranged from a multi-specialty office arrangement, to a community clinic operated as part of a federally-qualified health center, to a team of providers based in and providing care for residents of an elderly public housing project. Financial comparisons using consistent accounting across models are provided. RESULTS: Academic family practices can, at least in some settings, operate without subsidy while providing continuity of care to a broad segment of the community. The prerequisites are that the clinicians must see patients efficiently, and be able to bill appropriately for their payer mix. CONCLUSION: Experimenting within academic practice structure and organization is worthwhile, and can result in economically viable alternatives to traditional models.


Subject(s)
Academic Medical Centers/organization & administration , Delivery of Health Care/organization & administration , Family Practice/organization & administration , Models, Organizational , Family Practice/education , Female , Health Services Research , Home Care Services/organization & administration , Humans , Male , Medically Underserved Area , North Carolina , School Health Services/organization & administration , Suburban Health Services/organization & administration
10.
Ann Fam Med ; 3(3): 209-14, 2005.
Article in English | MEDLINE | ID: mdl-15928223

ABSTRACT

PURPOSE: Despite the availability of national practice guidelines, many patients fail to receive recommended chronic disease care. Physician time constraints in primary care are likely one cause. METHODS: We applied guideline recommendations for 10 common chronic diseases to a panel of 2,500 primary care patients with an age-sex distribution and chronic disease prevalences similar to those of the general population, and estimated the minimum physician time required to deliver high-quality care for these conditions. The result was compared with time available for patient care for the average primary care physician. RESULTS: Eight hundred twenty-eight hours per year, or 3.5 hours a day, were required to provide care for the top 10 chronic diseases, provided the disease is stable and in good control. We recalculated this estimate based on increased time requirements for uncontrolled disease. Estimated time required increased by a factor of 3. Applying this factor to all 10 diseases, time demands increased to 2,484 hours, or 10.6 hours a day. CONCLUSIONS: Current practice guidelines for only 10 chronic illnesses require more time than primary care physicians have available for patient care overall. Streamlined guidelines and alternative methods of service delivery are needed to meet recommended standards for quality health care.


Subject(s)
Chronic Disease/therapy , Primary Health Care/statistics & numerical data , Primary Health Care/standards , Adolescent , Adult , Aged , Humans , Middle Aged , Practice Guidelines as Topic , Time Factors
11.
Prev Med ; 41(2): 439-45, 2005 Aug.
Article in English | MEDLINE | ID: mdl-15917039

ABSTRACT

BACKGROUND: Middle-aged African American women have the highest incidence and mortality of invasive cervical cancer in the United States and the lowest adherence to pap smear screening. METHODS: In 2001, we identified factors associated with non-adherence to screening recommendations using three focus group interviews and subsequently developed a questionnaire administered to 144 African American women aged 45 to 65 years. RESULTS: The perception that the Pap test was painful was associated with non-adherence to screening recommendations (OR = 4.78; 95%CI: 1.67-13.7). Difficulty to pay for the office visit coupled with perceived pain was associated with a nearly sixfold increase in risk of non-adherence (OR = 5.8; 95%CI: 2.8-15.5). Previously identified barriers to screening including lower education and socioeconomic status, poor access to care, knowledge of and exposure to known risk factors of invasive cervical cancer, cancer fatalism, and perceived racism were not independently associated with non-adherence. CONCLUSIONS: These data suggest that, among middle-aged African American women, future interventions addressing pain during a Pap test will likely increase acceptability of and adherence to cervical cancer screening. Pain could be addressed either by providing information during the pap test and/or using smaller lubricated speculums.


Subject(s)
Black or African American , Pain/etiology , Papanicolaou Test , Patient Acceptance of Health Care , Uterine Cervical Neoplasms/prevention & control , Vaginal Smears/adverse effects , Vaginal Smears/statistics & numerical data , Black or African American/statistics & numerical data , Aged , Cross-Sectional Studies , Female , Focus Groups , Humans , Logistic Models , Middle Aged , United States
12.
Ethn Dis ; 15(1): 84-9, 2005.
Article in English | MEDLINE | ID: mdl-15720053

ABSTRACT

Both clinicians who perform Pap tests and prescribe re-screens and public health officials, who periodically evaluate the success of Pap test screening programs, often depend on women to self-report their most recent Pap test. However, reliability of self-reported Pap test utilization is putatively low, and even lower in African-American women compared to Whites. Between 2001 and 2002, Pap test screening histories were obtained from 144 African-American women, aged 45 to 64 years at two in-person interviews conducted three to six weeks apart. Reproducibility of self-reported Pap test was substantial (kappa=0.64; 95% confidence interval: .46-.82), with the highest agreement among women with greater income and educational attainment, and those who were younger. This level of reproducibility is likely sufficient both to evaluate the population coverage of public health screening programs and for prescribing re-screens among younger African-American women and those of higher income and education. Not using self-reports to base clinic decisions may still be prudent among those with less education.


Subject(s)
Black or African American/statistics & numerical data , Self Disclosure , Uterine Cervical Neoplasms/diagnosis , Vaginal Smears/statistics & numerical data , Female , Humans , Interviews as Topic , Middle Aged , North Carolina , Reproducibility of Results , Risk Factors , Socioeconomic Factors , Uterine Cervical Neoplasms/ethnology
13.
Med Care ; 43(2): 189-93, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15655433

ABSTRACT

BACKGROUND: : Although patient-reported health-related quality of life (HRQOL) is known to predict health services utilization, most risk assessment systems use provider-reported diagnoses as predictors rather than HRQOL. OBJECTIVE: : We sought to classify adult primary care patients prospectively by utilization risk based on age, gender, and HRQOL at a single clinic visit. RESEARCH DESIGN: : Patients completed the Duke Health Profile. Providers completed the Duke Severity of Illness Checklist. Diagnoses were grouped with the Ambulatory Care Groups system. Predictive coefficients for 1-year primary care charges calculated from the age, gender, and HRQOL of 728 reference patients were used to classify 474 test patients into 4 risk classes. Comparisons were made with models that used diagnoses or severity of illness as predictors. RESULTS: : The positive likelihood ratio for predicting highest risk was 2.2 for the HRQOL model, compared with 1.8 for the diagnoses model, 1.6 for the severity model, and 1.5 for age and gender alone. One-year actual primary care visits and charges increased step-wise from lowest to highest risk class. Highest risk patients were older and more likely to be women, black, or Medicaid recipients. Although the highest-risk patients represented only 18.6% of the test group, they accounted for 26.7% of the primary care clinic visits, 31.6% of the clinic charges, 34.6% of the hospital days, 35.1% of hospital charges, and 30.8% of total charges at all healthcare sites. CONCLUSION: : The HRQOL risk classification system can identify primary care patients at risk for high future health services utilization.


Subject(s)
Patient Acceptance of Health Care/statistics & numerical data , Primary Health Care/statistics & numerical data , Quality of Life , Adult , Aged , Delivery of Health Care , Female , Humans , Male , Middle Aged , Quality of Health Care , Risk Factors , Surveys and Questionnaires
14.
Prev Med ; 37(2): 163-70, 2003 Aug.
Article in English | MEDLINE | ID: mdl-12855216

ABSTRACT

OBJECTIVES: Sexually transmitted diseases (STD) research has focused on high-risk populations such as STD clinic patients and college students. This report examines predictors of unprotected sex among nonstudent women seen in primary care. STUDY DESIGN: Data are taken from the baseline survey of an intervention trial testing tailored print materials to encourage condom use. POPULATION: Eligible women were identified from automated databases of two managed care organizations and were ages 18-25, unmarried, heterosexually active in the prior 6 months, and not in a long-term monogamous relationship. OUTCOMES: The frequency of and relative contribution of risk behaviors to occurrences of unprotected vaginal sex were compared among non-full-time students (n=711) and full-time students (n=390). RESULTS: STD risk behaviors were prevalent and had similar associations with unprotected sex in both subsamples. Older age, using hormonal or no usual contraception, and having a "primary" partner increased unprotected sex; partner approval of condoms and having bought or carried condoms decreased unprotected sex. CONCLUSION: While sexually active single women seen in primary care perceive themselves at low STD risk, their risk profiles are similar to those of higher risk populations. Clinic-based interventions that include proactive identification of at-risk women and systems for encouraging safer sex practices are needed.


Subject(s)
Condoms/statistics & numerical data , Safe Sex/statistics & numerical data , Sexually Transmitted Diseases/prevention & control , Adult , Female , Humans , Interviews as Topic , Logistic Models , Multivariate Analysis , North Carolina , Risk Factors , Risk-Taking , Students , Washington
15.
Am J Public Health ; 93(4): 635-41, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12660210

ABSTRACT

OBJECTIVES: We sought to determine the amount of time required for a primary care physician to provide recommended preventive services to an average patient panel. METHODS: We used published and estimated times per service to determine the physician time required to provide all services recommended by the US Preventive Services Task Force (USPSTF), at the recommended frequency, to a patient panel of 2500 with an age and sex distribution similar to that of the US population. RESULTS: To fully satisfy the USPSTF recommendations, 1773 hours of a physician's annual time, or 7.4 hours per working day, is needed for the provision of preventive services. CONCLUSIONS: Time constraints limit the ability of physicians to comply with preventive services recommendations.


Subject(s)
Appointments and Schedules , Preventive Health Services/supply & distribution , Primary Health Care/statistics & numerical data , Time and Motion Studies , Adolescent , Adult , Aged , Child , Child, Preschool , Counseling/supply & distribution , Female , Health Services Research , Humans , Infant , Infant, Newborn , Male , Middle Aged , Models, Statistical , Preventive Health Services/classification , Primary Health Care/standards , Primary Prevention , United States
16.
Ethn Dis ; 12(4): 578-85, 2002.
Article in English | MEDLINE | ID: mdl-12477145

ABSTRACT

This study examined racial differences in primary care residents' rates of addressing smoking cessation. We expected residents to have higher rates of addressing cessation with White female patients as compared with African-American or Hispanic female patients, due, in part, to residents having higher outcome expectancies, self-efficacy, lower barriers, and less reliance on stereotypes. Residents (N = 90) were an average of 31 years old; two-thirds were White internal medicine residents. Residents viewed a video of a lower-middle class White, African-American, or Hispanic female interacting with her physician about stomach pain. Results indicate that residents were very likely to address smoking cessation, regardless of patients' race. Compared to residents assigned to an ethnic minority patient, residents assigned to the White patient were less likely to believe the patient would follow their advice (P < .03) and also perceived more barriers to address smoking cessation (P < .04). Reliance on the stereotype of Whites mediated the racial difference in outcome expectancies. Implications are that residents may be relying on stereotypes when they assess lower-middle class White female patients' receptivity to smoking cessation advice. Future research on the role of stereotyping in medical settings is warranted.


Subject(s)
Counseling/standards , Internship and Residency , Primary Health Care/standards , Smoking Cessation/ethnology , Stereotyping , Black or African American/education , Hispanic or Latino/education , Humans , Physician-Patient Relations , Prejudice , United States , White People/education
17.
J Natl Med Assoc ; 94(5): 354-63, 2002 May.
Article in English | MEDLINE | ID: mdl-12069216

ABSTRACT

It is recommended that providers advise cessation to their patients who smoke. However, patients' reports of cessation advice indicate disparities based on patients' race, gender, age, and smoking level. Providers' reports do not corroborate these disparities. We investigated whether smokers who receive their care in a community health center recalled their providers advising them to quit smoking when their providers documented such advice. We examined 219 patient-provider dyads to assess factors associated with lack of agreement between providers' documentation and patient recall. Patients were asked to recall any provider advice to quit smoking in the post 2 years. After every visit, providers completed a form to record the content of the visit. Most of the patients were African American, married, and uninsured. Sixty-eight percent of the dyads agreed in their documentation/recall. Patient race was the only factor associated with lack of agreement; African-American patients were more likely than white patients to provide discrepant reports. Although this study can not disentangle the racial difference in patient-provider recall/documentation, results may indicate an important area in which health disparities exist. Future studies should address the dynamics of patient-provider communication about smoking cessation, especially in populations that include ethnically diverse patients.


Subject(s)
Black or African American/statistics & numerical data , Community Health Centers/statistics & numerical data , Patient Education as Topic/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Prejudice , Smoking Cessation/statistics & numerical data , Adolescent , Adult , Black or African American/education , Aged , Case-Control Studies , Confidence Intervals , Female , Health Care Surveys , Humans , Male , Mental Recall , Middle Aged , Multivariate Analysis , North Carolina , Odds Ratio , Physician-Patient Relations , Poverty
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