Probing NLP Conceptual Relatedness Judgments Through the Word-Based Board Game Codenames

In this paper I evaluate the ability of different Natural Language Processing (NLP)techniques to make human-like word relatedness judgements in a variant of the word-based board game Codenames. I analyze a variety of statistical and knowledge based approaches, combinations of these, and techniques for incorporating the wider game context into relatedness judgements. While no approach explored here reaches human performance, simple word embedding based approaches incorporate a surprising amount of the useful information captured by other techniques. I attempt to characterize the limitations of these approaches in relation to human game play, although differences are largely not systematic. Finally, I discuss these results in terms of future directions for the field of NLP

“Type” as central to perceptions of breed differences in behavior of domestic dog

A survey was designed to explore the effect of type classification on perception and expectation of a dog’s behavior. The survey focused on two forms of presentation: the effect of visual image versus breed name in the identification of a breed as a dangerous dog type, and the effect of breed group classification on expectation of a dog’s level of aggressiveness. The findings have serious implications for Staffordshire Bull Terriers. Respondents were over 5 times more likely to misascribe by image alone the Staffordshire Bull Terrier as a dangerous breed as defined under the United Kingdom’s Dangerous Dogs Act 1991. Furthermore, the classification of Terrier attracted high scores in relation to type-specific aggressiveness. These findings highlight the need for more research on personal perception of supposedly dangerous dog breeds to better understand and explain this phenomenon, leading to better protection of the public and better welfare outcomes for dogs

Women’s experiences of care and support following perinatal death in high burden countries: A metasynthesis

Problem The experiences of women in low and middle-income countries following perinatal death remains difficult and challenging, thereby increasing their susceptibility to negative psychological impact particularly with insufficient bereavement care and support. Background Perinatal death invariably brings intense grief which significantly impacts women, and requires adequate bereavement care to limit negative outcomes in the short and long-term. Aim To develop deeper understanding of women’s experience of care and support following perinatal death in high burden settings. Methods Six electronic databases were searched with relevant terms established using the SPIDER tool, supplemented by hand search of reference lists. Studies were independently screened for inclusion by all authors. Meta-ethnography (Noblit and Hare,1988) was used to synthesise existing qualitative studies. Findings Eight studies conducted in Sub-Saharan African and South Asian countries namely South Africa, Uganda, Ghana, Kenya, India and Malawi were included, and three main themes were identified; mothers’ reaction to their baby’s death, care and support after perinatal death, and coping strategies in the absence of care and support. Perinatal death was not appropriately acknowledged therefore care and support was inadequate and, in some cases, non-existent. Consequently, mothers resorted to adopting coping strategies as they were unable to express their grief. Discussion There is insufficient care and support for women following perinatal death in high burden settings. Conclusions Further research is required into the care and support being given by healthcare professionals and families in high burden settings, thereby ultimately aiding the development of guidance on perinatal bereavement care

An exploration of women’s lived experiences of care and support following perinatal death in South-Western Nigeria: A hermeneutic phenomenological study

Background Perinatal death results in long-lasting intense grief for bereaved mothers with a potential to negatively impact on their short- and long-term outcomes and quality of life if inadequately supported in coping with and managing their experience. Aim This study aimed at exploring the lived experience of women, of care and support following perinatal death in South-Western, Nigeria. Methods A qualitative methodology using Heideggerian phenomenology was used. Fourteen women who had experienced perinatal death in South-Western Nigeria within the last (5) five years were interviewed, and Van Manen’s approach to hermeneutic phenomenology was used in data analysis. Findings Four main themes were identified: “they did not tell me the baby died”, “response of health care professionals after the baby died”, “moving on from hospital”, and “support from family”. The physical health status of mothers determined how they were informed of perinatal death. Health care professionals were distant, rude, nonempathetic and did not offer emotional support, in some cases. Mothers were given opportunity to see and hold their babies. There was no routine follow-up support in the community, besides a postnatal check-up appointment offered to all mothers regardless of their birth outcome. Family provided emotional support for mothers on discharge. Conclusion This study was the first to explore the lived experience of women of the care and support following perinatal death in South-Western, Nigeria. There is a need for healthcare systems to review bereavement care and support provisions for women who experience perinatal death

An integrative review of parent-partnerships within neonatal care facilities in low- and lower-middle-income countries

Background: Neonatal deaths in low-income countries account for a disproportionate percentage of all-mortality rates of children under 5. Parental-participation in neonatal care has been proven to improve outcomes for key developmental factors that influence morbidity and mortality of infants. Objectives: This review aims to explore the current models of parent-partnership used in neonatal care facilities and identify factors that influence effective utilisation in low-resource nations. Methods: This Integrative Review was performed by searching the databases of CINAHL, Medline and Global Health. The search was conducted using key-terms relating to Neonatology, Kangaroo Mother Care and Parent-Partnerships. Papers published between 2011 and 2021, from lower- and lower-middle-income countries, were included. Results: The search identified 336 publications. Following screening and full-text review, 24 studies were identified that satisfied the inclusion criteria. Data were quality-appraised using the Mixed-Methods Appraisal Tool and extracted utilising the framework described by Whittemore and Knafl. The analysis produced nine key themes – KMC as the predominant model of parent-partnership; the positive impact parent-partnerships have upon infants; the positive impact for parents; positive impact for nursing staff; enabling and limiting factors that influence implementation; pre-existing social and cultural barriers; task-sharing between staff and family; and how education influences perceptions. Conclusions: Economic, social and cultural factors have been identified that strongly influence and inhibit the widespread use of parent-partnerships in neonatal care facilities. KMC is the predominant model of parent-partnership. A future or adapted form of healthcare in these facilities should include a structured approach of education, empowerment, enhanced male and community involvement that simultaneously accommodates to the psychosocial needs of the family unit

'Thrown Out Into the World': Transition to Post Schooling for Autistic Young People

Autistic Young People in Australia experience poorer employment outcomes upon transition out of school than their non-disabled peers. This can lead to significant disadvantages in terms of financial, social, physical and mental well being as they may not be able to experience the benefits of work. the transition from school to post-school has been identified as a period where Autistic young people do not receive adequate support and, regrettably, understanding how to improve support remains a gap in the research literature. The introduction of the National Disability Insurance Scheme (NDIS) changed the funding landscape for Autistic young people in terms of the supports they may be eligible to receive, leaving potential gaps in support at a critical time in an Autistic Young Person's life. This research was co-produced and adopted a qualitative methodology and aimed to understand the perspectives and experiences of key stakeholders (Autistic Young People, Parent/Carers, Educators and Disability Employment Service Providers) around the transition of Autistic young people from school to post-school education and employment options. Reflective Thematic Analysis was adopted to analyse transcribed interview data from 39 participants across the four stakeholder groups. Key Findings indicated the uniqueness of young autistic peoples' experiences and their desire to prove themselves as well as the importance of harnessing autistic strengths and interests and the need for early, collaborative transition planning. It calls attention to gaps in transition, including delayed planning, limited and inconsistent supports, siloed approaches to transition planning, strain on families and the impact of ongoing stigma and discrimination toward neurodivergent people. Recommendations are posed to optimise post school transition. This study contributes new knowledge to the evidence base surrounding the transition of Autistic Young People out of school. It highlights recommendations for research, policy, education, and practice to improve outcomes for Autistic Young People

2D DIGE analysis of maternal plasma for potential biomarkers of Down Syndrome

<p>Abstract</p> <p>Background</p> <p>Prenatal screening for Down Syndrome (DS) would benefit from an increased number of biomarkers to improve sensitivity and specificity. Improving sensitivity and specificity would decrease the need for potentially risky invasive diagnostic procedures.</p> <p>Results</p> <p>We have performed an in depth two-dimensional difference gel electrophoresis (2D DIGE) study to identify potential biomarkers. We have used maternal plasma samples obtained from first and second trimesters from mothers carrying DS affected fetuses compared with mothers carrying normal fetuses. Plasma samples were albumin/IgG depleted and expanded pH ranges of pH 4.5 - 5.5, pH 5.3 - 6.5 and pH 6 - 9 were used for two-dimensional gel electrophoresis (2DE). We found no differentially expressed proteins in the first trimester between the two groups. Significant up-regulation of ceruloplasmin, inter-alpha-trypsin inhibitor heavy chain H4, complement proteins C1s subcomponent, C4-A, C5, and C9 and kininogen 1 were detected in the second trimester in maternal plasma samples where a DS affected fetus was being carried. However, ceruloplasmin could not be confirmed as being consistently up-regulated in DS affected pregnancies by Western blotting.</p> <p>Conclusions</p> <p>Despite the in depth 2DE approach used in this study the results underline the deficiencies of gel-based proteomics for detection of plasma biomarkers. Gel-free approaches may be more productive to increase the number of plasma biomarkers for DS for non-invasive prenatal screening and diagnosis.</p

Is Private Health Care the Answer to the Health Problems of the World's Poor?

Background to the debate: The global burden of disease falls disproportionately upon the world's low-income countries, which are often struggling with weak health systems. Both the public and private sector deliver health care in these countries, but the appropriate role for each of these sectors in health system strengthening remains controversial. This debate examines whether the private sector should step up its involvement in the health systems of low-income countries