Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study.

Background: The increasing use of social media to share lived and living experiences of substance use presents a unique opportunity to obtain information on side effects, use patterns, and opinions on novel psychoactive substances. However, due to the large volume of data, obtaining useful insights through natural language processing technologies such as large language models is challenging.

Objective: This paper aims to develop a retrieval-augmented generation (RAG) architecture for medical question answering pertaining to clinicians' queries on emerging issues associated with health-related topics, using user-generated medical information on social media.

"What Did You Say, ChatGPT?" The Use of AI in Black Women's HIV Self-Education: An Inductive Qualitative Data Analysis.

The emergence of widely accessible artificial intelligence (AI) chatbots such as ChatGPT presents unique opportunities and challenges in public health self-education. This study examined simulations with ChatGPT for its use in public education of sexual health of Black women, specifically in HIV prevention and/or HIV PrEP use. The research questions guiding the study are as follows: (a) does the information ChatGPT offers about HIV prevention and HIV PrEP differ based on stated race? and (b) how could this relatively new platform inform public health education of Black women educating themselves about sexual health behaviors, diagnoses, and treatments? In addressing these questions, this study also uncovered notable differences in ChatGPT's tone when responding to users based on race.

Navigating Pre-exposure Prophylaxis Access: Qualitative Insights From Black Women at a Northeastern Historically Black College and University.

Black women are essential to ending the HIV epidemic in the United States; yet prevention, access, testing, and structural racism affect how HIV disproportionately affects them. Limited public health research focuses on Black women attending Historically Black Colleges and Universities (HBCUs) and the ability to address HIV prevention, such as pre-exposure prophylaxis (PrEP) uptake. PrEP is a once-daily oral pill used to prevent HIV transmission and has suboptimal uptake within the Black community.

Using mHealth to reduce disparities in Black maternal health: Perspectives from Black rural postpartum mothers.

Background: Racial disparities are evident in maternal morbidity and mortality rates globally. Black women are more likely to die from pregnancy and childbirth than any other race or ethnicity. This leaves one of the largest gaps in women's health to date.

Examining the Perceptions of mHealth on Racial and Ethnic Disparities in Postpartum Health for Black Women: A Scoping Review.

Several disparities exist for Black mothers during the postpartum period, including but not limited to increased maternal mortality and morbidity rates, decreased access to care, and limited access to resources. Given the racial discrepancies in attention to postpartum care, coupled with the critical importance of the postpartum period for preventing adverse maternal health outcomes, research is warranted to explore how mobile health (mHealth) applications may help to alleviate maternal health disparities by optimizing postpartum care and addressing barriers to care for postpartum Black women. Thus, this review examines the perceptions of mHealth applications and their utility in health outcomes among postpartum Black women.

Relationships Between Strong Black Woman Belief, Coping Behaviors, Perceived Social Support, and Psychological Distress Symptoms for Black Mothers After Stillbirth.

Introduction: Psychological distress symptoms (symptoms of depression, anxiety, and posttraumatic stress) are common following stillbirth. Black women who experience stillbirth are less likely to seek support than White women, consistent with the strong Black woman (SBW) construct, which expects Black women to tolerate stress and trauma gracefully, without seeking help.

Methods: In this cross-sectional study we sought to determine the relative contributions of SBW belief, perceived lack of social support, and culturally relevant coping behaviors to psychological distress symptoms in Black women bereaved by stillbirth.

"I care about sex, I care about my health": A mixed-methods pre-test of a HIV prevention mobile health app for Black women in the southern United States.

Background: Black women experience higher rates of adverse sexual and reproductive health and HIV outcomes, however the use of mHealth to address these health disparities in this population has been inadequate. This study involved a one-month pre-test with Black women living in metro-Atlanta to evaluate the usability, acceptability, and engagement of an HIV prevention app SavvyHER.

Methods: An explanatory mixed-methods design was employed in which quantitative data was collected through weekly cross-sectional surveys, and qualitative data was collected through semi-structured in-depth interviews.

Digital Health App to Address Disparate HIV Outcomes Among Black Women Living in Metro-Atlanta: Protocol for a Multiphase, Mixed Methods Pilot Feasibility Study.

Background: Cisgender Black women in the southern United States are at heightened risk for HIV and adverse sexual and reproductive health outcomes. Mobile health interventions that target HIV risk while being adapted to the needs and lived experiences of Black women are remarkably limited.

Objective: The study aims to refine SavvyHER, a mobile app for HIV prevention, with Black women residing in high HIV incidence areas of Georgia and evaluate the feasibility, acceptability, and usability of SavvyHER.

African American Women Breast Cancer Survivors: Coping with the COVID-19 Pandemic.

African American women breast cancer survivors are among those with the greater burden of cancer. Breast cancer is the second leading cause of death among black women, and this death rate is 40% higher than that of white women. The COVID-19 pandemic increased the burden of morbidity and mortality among this population of cancer survivors.

Mobile Phone Apps for HIV Prevention Among College-Aged Black Women in Atlanta: Mixed Methods Study and User-Centered Prototype.

Background: Black women in college are disproportionately affected by HIV diagnoses. Mobile apps can facilitate the innovative delivery of accurate HIV and sexual and reproductive health information. However, mobile health interventions are severely underused in this population.

Innovative perception analysis of HIV prevention messaging for black women in college: a proof of concept study.

Background: Black women in college are disproportionately affected by HIV, but have not been a population of focus for HIV prevention campaigns. This study used content from a preexisting HIV media campaign to assess its relevancy and acceptability among Black women in college.

Methods: Media viewing and listening sessions were convened with Black women enrolled at an HBCU (n = 10) using perception analyzer technology-hardware and software tools that are calibrated to gather and interpret continuous, in-the-moment feedback.

Follow-Up to High-Resolution Anoscopy After Abnormal Anal Cytology in People Living with HIV.

Current expert recommendations suggest anal cytology followed by high-resolution anoscopy (HRA) for biopsy and histological confirmation may be beneficial in cancer prevention, especially in people living with HIV (PLWH). Guided by the social ecological model, the purpose of this study was to examine sociodemographic and clinical variables, individual-level factors (depression, HIV/AIDS-related stigma, and health beliefs) and interpersonal-level factors (social support) related to time to HRA follow-up after abnormal anal cytology. We enrolled 150 PLWH from a large HIV community clinic, with on-site HRA availability, in Atlanta, GA.

Recommendations for managing sexually transmitted infections: Incorporating the 2021 guidelines.

Sexually transmitted infections (STIs) are common and costly, with about 26 million STIs occurring each year in the US. Guidelines for the prevention and management of STIs are updated periodically. In 2021, the CDC updated its guidelines for the treatment of STIs.

Prevalence and predictors of symptoms of Perinatal Mood and anxiety Disorders among a sample of Urban Black Women in the South.

Objectives: Data are scarce regarding the prevalence and predictors of perinatal mood and anxiety disorders (PMADs) among Black women. The purpose of this study was to examine the prevalence and predictors of symptoms of PMADS among Black women.

Methods: Black women completed a paper survey between August 2019 and October 2019.

A framework for evaluating SDOH curriculum integration.

Social determinants of health (SDOH) directly contribute to health inequities among populations and communities. These structural and social forces impact health and health outcomes. Nurses play a vital role in addressing the SDOH and closing gaps relative to disparate outcomes.

Let Me Prep You to PREP Me: Amplifying the Voices of Black Women and Their Providers to Consider PrEP as an HIV Prevention Option.

Despite the high efficacy of pre-exposure prophylaxis (PrEP) in preventing HIV acquisition, PrEP uptake among Black cisgender women remains low. Our qualitative study assessed Black cisgender women's perspectives, attitudes, and acceptability towards PrEP, in addition to exploring PrEP-related attitudes, facilitators, and barriers to PrEP access among health care staff. This study was conducted to ascertain data to inform the development of our HIV prevention app--which is being designed for Black cisgender women.

Perceptions of Anal Cancer Risk Among HIV-Positive and High-Risk HIV-Negative Women.

Objectives: Women living with HIV (WLWH) have a greater risk of anal cancer than women without HIV; however, there are limited studies that examine awareness of anal cancer risk among WLWH and "high-risk" HIV-negative women. This study examines risk factors for anal cancer, perceptions of risk for anal cancer, and perceptions of anal cancer screening among a cohort of WLWH and high-risk HIV-negative women.

Materials And Methods: From the Atlanta, GA, and Bronx, NY, sites of the Women's Interagency HIV Study, 155 WLWH and HIV-negative women were enrolled and the Champion Health Belief Model Scale questionnaire measuring risk perceptions to anal cancer was administered to each participant.

Applying a Nursing Perspective to Address the Challenges Experienced by Cisgender Women in the HIV Status Neutral Care Continuum: A Review of the Literature.

The field of HIV research has grown over the past 40 years, but there remains an urgent need to address challenges that cisgender women living in the United States experience in the HIV neutral status care continuum, particularly among women such as Black women, who continue to be disproportionately burdened by HIV due to multiple levels of systemic oppression. We used a social ecological framework to provide a detailed review of the risk factors that drive the women's HIV epidemic. By presenting examples of effective approaches, best clinical practices, and identifying existing research gaps in three major categories (behavioral, biomedical, and structural), we provide an overview of the current state of research on HIV prevention among women.

Developing Culturally Tailored mHealth Tools to Address Sexual and Reproductive Health Outcomes Among Black and Latina Women: A Systematic Review.

Background: In addressing the sexual and reproductive health (SRH) disparities for Black and Latina women, there is a need for the development of innovative programs, framed using theoretical underpinnings that are culturally and contextually tailored so that they align with lived experiences. Mobile health (mHealth) interventions offer considerable potential as a means of providing effective SRH education and services. However, there has been a lack of research assessing culturally and contextually tailored mHealth SRH interventions for Black and Latina women.

The impact of COVID-19 among Black women: evaluating perspectives and sources of information.

Objectives: Coronavirus disease 2019 (COVID-19) has burgeoned into a pandemic that highlights the countless social and health disparities that have existed in Black communities within the United States for centuries. Recent epidemiological data show that Black communities are being disproportionately impacted by COVID-19, resulting in higher morbidity and mortality rates compared to other racial and ethnic groups. For Black women in particular, a long-standing history of systemic racism and marginalization has resulted in increased vulnerability and susceptibility to certain adverse health outcomes.

A descriptive analysis of concurrent alcohol and substance use among patients living with HIV/HCV co-infection.

The objectives of this study were to estimate the prevalence of concurrent alcohol and substance use among patients living with HIV/HCV co-infection and to compare demographic and clinical characteristics of those with concurrent alcohol and substance to those with alcohol or substance use, and to those who were abstinent. We conducted an analysis of patient reported outcomes data of patients living with HIV/HCV co-infection (n = 327) who transitioned from primary care to sub-specialty care for evaluation of candidacy for HCV treatment at a university-affiliated HIV Clinic. The prevalence of self-reported concurrent alcohol and substance use was 33%.

Social and Environmental Influences on Sexual Behaviors of College Black Women: Within Group Diversity Between HBCU vs. PWI Experiences.

Black women carry a disproportionate number of new HIV infections in the USA. Studies that have assessed HIV risk perception along with HIV prevention interventions for Black women have primarily focused on Black women of low socioeconomic status. Few studies have assessed HIV risk perceptions and sexual behavior among college-educated Black women of higher socioeconomic status despite their high risk of HIV.