"Nothing new": responses to the introduction of antiretroviral drugs in South Africa.

Interviews conducted in South Africa found that awareness of antiretroviral therapy was generally poor. Antiretroviral drugs were not perceived as new, but one of many alternative therapies for HIV/AIDS. Respondents had more detailed knowledge of indications, effects and how to access alternative treatments, which is bolstered by the active promotion and legitimization of alternative treatments. Many expressed a lack of excitement about the introduction of antiretroviral therapy, and little change in their attitudes concerning the epidemic

Missed opportunities for participation in prevention of mother to child transmission programmes: Simplicity of nevirapine does not necessarily lead to optimal uptake, a qualitative study

<p>Abstract</p> <p>Background</p> <p>The objective of this study was to examine missed opportunities for participation in a prevention of mother-to-child transmission (PMTCT) programme in three sites in South Africa. A rapid anthropological assessment was used to collect in-depth data from 58 HIV-positive women who were enrolled in a larger cohort study to assess mother-to-child HIV transmission. Semi-structured interviews were conducted with the women in order to gain an understanding of their experiences of antenatal care and to identify missed opportunities for participation in PMTCT.</p> <p>Results</p> <p>15 women actually missed their nevirapine not because of stigma and ignorance but because of health systems failures. Six were not tested for HIV during antenatal care. Two were tested but did not receive their results. Seven were tested and received their results, but did not receive nevirapine. Health Systems failure for these programme leakages ranged from non-availability of counselors, supplies such as HIV test kits, consent forms, health staff giving the women incorrect instructions about when to take the tablet and health staff not supplying the women with the tablet to take.</p> <p>Conclusion</p> <p>HIV testing enables access to PMTCT interventions and should therefore be strengthened. The single dose nevirapine regimen is simple to implement but the all or nothing nature of the regimen may result in many missed opportunities. A short course dual or triple drug regimen could increase the effectiveness of PMTCT programmes.</p

Feasibility of Using Phone and Web Cameras to Detect Micro-Expressions for Lie Detection

This study explores the feasibility of using low-resolution cameras as a means of detecting facial movements for lie detection. Micro-expressions, however, are difficult to detect by the human eye due to their short duration and low intensity, thus the research explores the possibility of extracting micro-expressions from phone or web cameras that have low resolution and framerate. The collected videos are the processed using time series processing, to obtain both facial data points extracted from facial landmark detection models, as well as image generation from the obtained datapoints to produce a face structure. The classification mainly focuses on the use of common machine learning algorithms, to detect facial movement patterns, in the hopes of classifying people telling truths or lies. The tests ultimately proved to have a low accuracy in classification, but the results show that the methodology may contribute to other domains, such as in person identification, as well as possible recommendations for future works

Product Knowledge Graph Embedding for E-commerce

In this paper, we propose a new product knowledge graph (PKG) embedding approach for learning the intrinsic product relations as product knowledge for e-commerce. We define the key entities and summarize the pivotal product relations that are critical for general e-commerce applications including marketing, advertisement, search ranking and recommendation. We first provide a comprehensive comparison between PKG and ordinary knowledge graph (KG) and then illustrate why KG embedding methods are not suitable for PKG learning. We construct a self-attention-enhanced distributed representation learning model for learning PKG embeddings from raw customer activity data in an end-to-end fashion. We design an effective multi-task learning schema to fully leverage the multi-modal e-commerce data. The Poincare embedding is also employed to handle complex entity structures. We use a real-world dataset from grocery.walmart.com to evaluate the performances on knowledge completion, search ranking and recommendation. The proposed approach compares favourably to baselines in knowledge completion and downstream tasks

UNOLS Establishes SCOAR to Promote Research Aircraft Facilities for U.S. Ocean Sciences

Oceanography, Vol. 17, No. 4, pp. 176-185, December 2004

Efficient algorithms for estimating the width of nearly normal distributions

Typical physics data samples often conform to Gaussian distributions with admixtures of more slowly varying backgrounds. Under such circumstances the standard deviation is known to be a poor statistical measure of distribution width. As an alternative, the performance of Gini's mean difference is compared with the standard deviation and the mean deviation. Variants which sum over subsets of all possible pairs are shown to have statistical efficiencies comparable to the mean difference and mean deviation but do not require extensive data storage or a priori knowledge of the sample mean. These statistics are reasonable candidates for monitoring the distribution width of a real time data stream.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/25187/1/0000626.pd

Incentives and barriers to HIV testing among female sex workers in Ceará

OBJETIVO: Estimar a prevalência do HIV e descrever os incentivos e barreiras à realização do teste para o HIV entre mulheres profissionais do sexo. MÉTODOS: Este estudo transversal recrutou 402 mulheres de 18 anos ou mais, residentes em Fortaleza, CE, que informaram ter tido relação sexual em troca de dinheiro nos últimos quatro meses. A amostra foi recrutada por meio da técnica Respondent Driven Sampling, entre agosto e novembro de 2010. RESULTADOS: A adesão ao teste de HIV foi de 84,1% e a prevalência estimada da infecção pelo HIV foi de 3,8%. A amostra era jovem (25 a 39 anos), solteira (80,0%), com um a três filhos (83,6 %), tinham oito anos ou mais de estudo (65,7%) e pertencia às classes sociais D/E (53,1%). A maioria exercia a profissão em locais fechados (bares, motéis, hotéis, sauna – 88,9%), e a prostituição era a única fonte de renda (54,1%). Cerca de 25% da amostra desconhecia onde o teste de HIV era realizado na rede pública e 51,8% nunca fez o teste ou se testou há um ano ou mais. As principais barreiras ao teste foram acreditar que não corre risco de se infectar (24,1%) e o medo da discriminação caso o teste fosse reagente (20,5%). Os incentivos foram relacionados à maior oferta de locais para o teste (57,0%) e de unidades de saúde com horários alternativos (44,2%). CONCLUSÕES: A prevalência foi semelhante à encontrada em outras cidades brasileiras de diferentes regiões do país, apesar de superiores a de mulheres não profissionais do sexo. A disponibilidade do teste em locais não relacionados à saúde e a oferta nas unidades básicas em horário não comercial são fatores que incentivam a realização do teste. Não se considerar sob-risco, medo de ser discriminada e desconhecimento dos locais onde o teste é realizado podem ser uma barreira para a realização do exame.OBJECTIVE: Estimating HIV prevalence and describing the incentives and barriers for HIV testing among female sex workers. METHODS: This cross-sectional study recruited 402 women aged 18 years or older, residing in Fortaleza, state of Ceará, Brazil, who reported having had sexual intercourse in exchange for money in last four months. The sample was recruited using Respondent Driven Sampling, between August and November 2010. RESULTS: The 84.1% of the sample tested and the estimated prevalence of HIV infection was 3.8%. The sample was young (25 to 39 years ), single (80.0%), with one to three children (83.6%), had eight or more years of schooling (65.7%), and belonged to social classes D/E (53.1%). The majority worked in fixed locations (bars, motels, hotels, sauna - 88.9%), and prostitution was their only source of income (54.1%). About 25% of the sample did not know where to test in the public health sector and 51.8% either never tested or hadn’t tested for over a year or more. The main reported barriers to testing were the perceptions that there was no risk of becoming infected (24.1%), and, alternatively, fear of discrimination if the test was positive (20.5%). Incentives for testing were the greater availability of testing sites (57.0%) and health facilities with alternative schedules (44.2%). CONCLUSIONS: Prevalence for HIV was similar to that found in other Brazilian cities in different regions of the country, although higher than the general female population. Non-traditional venues not associated with the health system and availability of testing in health units during non-commercial hours are factors that encourage testing. Not considering oneself to be at risk, fear of being discriminated against and not knowing testing locations are barriers

Exile Vol. XLII No. 2

40th Year Title Page i Epigraph by Ezra Pound ii Table of Contents ii Editorial Board iii frying fritters by Liz Bolyard \u2796 1 For Katherine by Carl Boon \u2796 1 poem paint by alex e blazer \u2797 2-3 Leftover Roses by Melissa Bostrom \u2796 4-12 O.J. (artwork) by Todd Gys \u2799 13 Untitled by Adrienne Fair \u2796 14-15 Hills by Liz Bolyard \u2796 16 A Serious Discussion with Ed Shim by Carl Boon \u2796 17 Untitled by David Kendall \u2796 18-19 Brave River by Nikole Hobbs \u2799 20-21 a wavy wail by alex e blazer \u2797 22-23 Misplaced by Tyler Smith \u2797 24 Imogene by Erin Lott \u2796 25-26 Why I can\u27t sleep at night by Colin Bossen \u2798 27 A Lovesong Never Realised by Matthew Rump \u2798 28 Contributors\u27 Notes 29-30 Special thanks to EPI Printing of Livonia, Michigan and Graphic Concepts Unlimited of Okemos, Michigan for helping to make this issue possible. -iii Cover art The Longest Neck by Todd Gys -ii

HIV prevalence among men who have sex with men in Brazil

This paper reports human immuno-deficiency virus (HIV) prevalence in the 2nd National Biological and Behavioral Surveillance Survey (BBSS) among men who have sex with men (MSM) in 12 cities in Brazil using respondent-driven sampling (RDS). Following formative research, RDS was applied in 12 cities in the 5 macroregions of Brazil between June and December 2016 to recruit MSM for BBSS. The target sample size was 350 per city. Five to 6 seeds were initially selected to initiate recruitment and coupons and interviews were managed online. On-site rapid testing was used for HIV screening, and confirmed by a 2nd test. Participants were weighted using Gile estimator. Data from all 12 cities were merged and analyzed with Stata 14.0 complex survey data analysis tools in which each city was treated as its own strata. Missing data for those who did not test were imputed HIV+ if they reported testing positive before and were taking antiretroviral therapy. A total of 4176 men were recruited in the 12 cities. The average time to completion was 10.2 weeks. The longest chain length varied from 8 to 21 waves. The sample size was achieved in all but 2 cities. A total of 3958 of the 4176 respondents agreed to test for HIV (90.2%). For results without imputation, 17.5% (95%CI: 14.7–20.7) of our sample was HIV positive. With imputation, 18.4% (95%CI: 15.4–21.7) were seropositive. HIV prevalence increased beyond expectations from the results of the 2009 survey (12.1%; 95%CI: 10.0–14.5) to 18.4%; CI95%: 15.4 to 21.7 in 2016. This increase accompanies Brazil's focus on the treatment to prevention strategy, and a decrease in support for community-based organizations and community prevention programs

Comparing HIV risk-related behaviors between 2 RDS national samples of MSM in Brazil, 2009 and 2016

Introduction: Periodic monitoring of sociobehavior characteristics at a national level is an essential component of understanding the dynamics the human immunodeficiency virus (HIV) epidemic worldwide, including Brazil. Methods: This paper compares descriptive sociobehavior characteristics in 2 national cross-sectional HIV biological behavioral surveillance surveys (BBSS) conducted in 2009 and 2016 among men who have sex with men (MSM) in Brazil. Respondent driven sampling (RDS) was used for recruitment in both years. Overall proportions were weighted according to Gile’s estimator using RDS Analyst Software and 95% confidence intervals were calculated for comparisons between the 2 periods. Further comparisons were stratified by age groups (<25 and 25+ years old). Results: Overall, 3749 and 4176 MSM were recruited in 2009 and 2016, respectively. In 2016, participants were younger than 25 years old (58.3%), with 12 or more years of education (70.4%), with higher socioeconomic status (40.7%), and had a higher proportion of whites (31.8%), as compared to 2009. Also, participants in 2016 reported less alcohol use and binge drinking, but used illicit drugs more frequently. There was an increase among MSM who self-reported their HIV risk as low and had low HIV knowledge while the proportion of those who were never tested for HIV dropped from 49.8% in 2009 to 33.8% in 2016. Although more than three-quarters received free condoms in both years, STD counseling remained low (32% and 38% for 2009 and 2016, respectively). Sexual risk behavior remained at high levels, especially unprotected anal receptive sex and sex with multiple partners. Younger MSM (<25 years old) showed riskier sexual practices than those 25+ years old, when comparing 2016 to 2009. Conclusions: Our results indicate a worrisome risk behavior trend among Brazilian MSM, especially among younger ones. These results can contribute for a better understanding of the HIV epidemics in Brazil, with timely shift in strategies so improved effectiveness in public health prevention efforts can be achieved