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result(s) for
"Hughes, Ruth"
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Longitudinal analysis of sentiment and emotion in news media headlines using automated labelling with Transformer language models
2022
This work describes a chronological (2000–2019) analysis of sentiment and emotion in 23 million headlines from 47 news media outlets popular in the United States. We use Transformer language models fine-tuned for detection of sentiment (positive, negative) and Ekman’s six basic emotions (anger, disgust, fear, joy, sadness, surprise) plus neutral to automatically label the headlines. Results show an increase of sentiment negativity in headlines across written news media since the year 2000. Headlines from right-leaning news media have been, on average, consistently more negative than headlines from left-leaning outlets over the entire studied time period. The chronological analysis of headlines emotionality shows a growing proportion of headlines denoting
anger
,
fear
,
disgust
and
sadness
and a decrease in the prevalence of emotionally
neutral
headlines across the studied outlets over the 2000–2019 interval. The prevalence of headlines denoting
anger
appears to be higher, on average, in right-leaning news outlets than in left-leaning news media.
Journal Article
Management of early dysglycaemia in pregnancy varies by region in Aotearoa New Zealand with risks of widening inequities
by
Lewis-Hills, Elizabeth
,
Rowan, Janet
,
Hall, Rosemary
in
Adult
,
Diabetes, Gestational - diagnosis
,
Female
2024
Hall et al discuss the study on the management of early dysglycemia in pregnancy, which varies by region in Aotearoa, New Zealand with risks of widening inequities. A guideline for screening, diagnosis and management of gestational diabetes in Aotearoa was published in 2014. The guideline was based on evidence that active management and treatment of gestational diabetes had been demonstrated to reduce adverse pregnancy outcomes. The recommendation around early diagnosis of previously unrecognized diabetes and prediabetes was debated, as there were no trial data that identified the glucose threshold at which early treatment improved pregnancy outcomes.
Journal Article
INHERITANCE TAX: OMISSIONS ARE NOT ACCIDENTS?
2021
Rachel Staveley died on 18 December 2006. HMRC raised notices of determination to Inheritance Tax (IHT) on her executors (\"the taxpayers\") on the basis that she had made two (non-overlapping) lifetime transfers of value on which tax was chargeable. First, a transfer of value when she transferred her pension fund from an existing (post-divorce) policy associated with the company she had run with her ex-husband to a new personal pension scheme (\"the Transfer\"). The post-divorce pension scheme provided for death benefits to be paid to her personal representatives and benefit her sons via her estate but there was also a perceived risk that a surplus would benefit her ex-husband (towards whom Mrs. Staveley felt bitter). The second transfer of value was immediately prior to her death, which was the last point at which she could have drawn lifetime benefits under that new private pension but she omitted to do so (\"the Omission\"). Those death benefits were held subject to a discretion in the hands of the new private pension trustees, who implemented her nonbinding nomination in favour of her sons.
Journal Article
Longitudinal analysis of sentiment and emotion in news media headlines using automated labelling with Transformer language models
2022
This work describes a chronological (2000–2019) analysis of sentiment and emotion in 23 million headlines from 47 news media outlets popular in the United States. We use Transformer language models fine-tuned for detection of sentiment (positive, negative) and Ekman’s six basic emotions (anger, disgust, fear, joy, sadness, surprise) plus neutral to automatically label the headlines. Results show an increase of sentiment negativity in headlines across written news media since the year 2000. Headlines from right-leaning news media have been, on average, consistently more negative than headlines from left-leaning outlets over the entire studied time period. The chronological analysis of headlines emotionality shows a growing proportion of headlines denoting anger, fear, disgust and sadness and a decrease in the prevalence of emotionally neutral headlines across the studied outlets over the 2000–2019 interval. The prevalence of headlines denoting anger appears to be higher, on average, in right-leaning news outlets than in left-leaning news media.
Journal Article
Prediabetes in pregnancy, can early intervention improve outcomes? A feasibility study for a parallel randomised clinical trial
by
Hughes, Ruth C E
,
Rowan, Janet
,
Williman, Jonathan
in
Adult
,
Blood Glucose Self-Monitoring
,
Caregivers
2018
ObjectiveMeasurement of glycated haemoglobin (HbA1c) in early pregnancy is routine in New Zealand to identify women with diabetes and prediabetes. However, the benefit of early intervention in women with prediabetes is inconclusive. Our aim was to test the feasibility of a two-arm parallel randomised controlled trial of standard care versus early intervention in pregnancies complicated by prediabetes.SettingTwo tertiary referral centres in New Zealand.ParticipantsWomen <14 weeks’ gestation and HbA1c ≥5.9%–6.4% (41–46 mmol/mol) measured at booking, without pre-existing diabetes.InterventionsRandomisation was done by remote web-based allocation into one of two groups. Women in the early intervention group attended an antenatal diabetes clinic, commenced daily home blood glucose monitoring, and medication was prescribed if lifestyle measures failed to maintain target blood glucose levels. Controls received lifestyle education, continued standard care with their midwife and/or obstetrician, and were asked to perform a 75 g oral glucose tolerance test at 24 weeks’ gestation with a referral to clinic if this test was positive. Both groups received lifestyle questionnaires at recruitment and in late pregnancy.Outcome measuresRecruitment rate, adherence to protocol and validation of potential primary outcomes.ResultsRecruitment rates were lower than expected, especially in Māori and Pacific women. Non-adherence to allocated treatment protocol was significant, 42% (95% CI 24% to 61%) in the early intervention group and 30% (95% CI 16% to 51%) in controls. Caesarean section and pre-eclampsia were signalled as potential primary outcomes, due to both the high observed incidence in the control group and ease of measurement.ConclusionsFor a future definitive trial, extending the gestation of eligibility and stepped-wedge cluster randomisation may overcome the identified feasibility issues. Consistent with published observational data, pre-eclampsia and emergency caesarean section could be included as primary outcome measures, both of which have a significant impact on maternal and neonatal morbidity and healthcare costs.Trial registration numberACTRN12615000904572; Pre-results.
Journal Article
Tighter or less tight glycaemic targets for women with gestational diabetes mellitus for reducing maternal and perinatal morbidity: A stepped-wedge, cluster-randomised trial
by
Alsweiler, Jane M.
,
Crowther, Caroline A.
,
Samuel, Deborah
in
Babies
,
Biology and Life Sciences
,
Birth
2022
Treatment for gestational diabetes mellitus (GDM) aims to reduce maternal hyperglycaemia. The TARGET Trial assessed whether tighter compared with less tight glycaemic control reduced maternal and perinatal morbidity. In this stepped-wedge, cluster-randomised trial, identification number ACTRN12615000282583, 10 hospitals in New Zealand were randomised to 1 of 5 implementation dates. The trial was registered before the first participant was enrolled. All hospitals initially used less tight targets (fasting plasma glucose (FPG) <5.5 mmol/L (<99 mg/dL), 1-hour <8.0 mmol/L (<144 mg/dL), 2 hour postprandial <7.0 mmol/L (<126 mg/dL)) and every 4 months, 2 hospitals moved to use tighter targets (FPG [less than or equal to]5.0 mmol/L ([less than or equal to]90 mg/dL), 1-hour [less than or equal to]7.4 mmol/L ([less than or equal to]133 mg/dL), 2 hour postprandial [less than or equal to]6.7 mmol/L) ([less than or equal to]121 mg/dL). Women with GDM, blinded to the targets in use, were eligible. The primary outcome was large for gestational age. Secondary outcomes assessed maternal and infant health. Analyses were by intention to treat. Between May 2015 and November 2017, data were collected from 1,100 women with GDM (1,108 infants); 598 women (602 infants) used the tighter targets and 502 women (506 infants) used the less tight targets. The rate of large for gestational age was similar between the treatment target groups (88/599, 14.7% versus 76/502, 15.1%; adjusted relative risk [adjRR] 0.96, 95% confidence interval [CI] 0.66 to 1.40, P = 0.839). The composite serious health outcome for the infant of perinatal death, birth trauma, or shoulder dystocia was apparently reduced in the tighter group when adjusted for gestational age at diagnosis of GDM, BMI, ethnicity, and history of GDM compared with the less tight group (8/599, 1.3% versus 13/505, 2.6%, adjRR 0.23, 95% CI 0.06 to 0.88, P = 0.032). No differences were seen for the other infant secondary outcomes apart from a shorter stay in intensive care (P = 0.041). Secondary outcomes for the woman showed an apparent increase for the composite serious health outcome that included major haemorrhage, coagulopathy, embolism, and obstetric complications in the tighter group (35/595, 5.9% versus 15/501, 3.0%, adjRR 2.29, 95% CI 1.14 to 4.59, P = 0.020). There were no differences between the target groups in the risk for pre-eclampsia, induction of labour, or cesarean birth, but more women using tighter targets required pharmacological treatment (404/595, 67.9% versus 293/501, 58.5%, adjRR 1.20, 95% CI 1.00 to 1.44, P = 0.047). The main study limitation is that the treatment targets used may vary to those in use in some countries. Tighter glycaemic targets in women with GDM compared to less tight targets did not reduce the risk of a large for gestational age infant, but did reduce serious infant morbidity, although serious maternal morbidity was increased. These findings can be used to aid decisions on the glycaemic targets women with GDM should use.
Journal Article
RNA-Seq analysis of a Pax3-expressing myoblast clone in-vitro and effect of culture surface stiffness on differentiation
by
Richardson, Louise
,
Peckham, Michelle
,
Wang, Dapeng
in
631/1647/514/1949
,
631/532/2439
,
Animals
2022
Skeletal muscle satellite cells cultured on soft surfaces (12 kPa) show improved differentiation than cells cultured on stiff surfaces (approximately 100 kPa). To better understand the reasons for this, we performed an RNA-Seq analysis for a single satellite cell clone (C1F) derived from the H2k
b
-tsA58 immortomouse, which differentiates into myotubes under tightly regulated conditions (withdrawal of ɣ-interferon, 37 °C). The largest change in overall gene expression occurred at day 1, as cells switched from proliferation to differentiation. Surprisingly, further analysis showed that proliferating C1F cells express Pax3 and not Pax7, confirmed by immunostaining, yet their subsequent differentiation into myotubes is normal, and enhanced on softer surfaces, as evidenced by significantly higher expression levels of myogenic regulatory factors, sarcomeric genes, enhanced fusion and improved myofibrillogenesis. Levels of mRNA encoding extracellular matrix structural constituents and related genes were consistently upregulated on hard surfaces, suggesting that a consequence of differentiating satellite cells on hard surfaces is that they attempt to manipulate their niche prior to differentiating. This comprehensive RNA-Seq dataset will be a useful resource for understanding Pax3 expressing cells.
Journal Article
Affimers proteins are versatile and renewable affinity reagents
by
Knowles, Margaret
,
McPherson, Michael J
,
Platt, Geoffrey W
in
Binding proteins
,
Health aspects
,
Observations
2017
Molecular recognition reagents are key tools for understanding biological processes and are used universally by scientists to study protein expression, localisation and interactions. Antibodies remain the most widely used of such reagents and many show excellent performance, although some are poorly characterised or have stability or batch variability issues, supporting the use of alternative binding proteins as complementary reagents for many applications. Here we report on the use of Affimer proteins as research reagents. We selected 12 diverse molecular targets for Affimer selection to exemplify their use in common molecular and cellular applications including the (a) selection against various target molecules; (b) modulation of protein function in vitro and in vivo; (c) labelling of tumour antigens in mouse models; and (d) use in affinity fluorescence and super-resolution microscopy. This work shows that Affimer proteins, as is the case for other alternative binding scaffolds, represent complementary affinity reagents to antibodies for various molecular and cell biology applications.
Journal Article
Perceived Freedom of Expression at New Zealand Universities
2022
Few topics are currently as polarizing as the appropriate limits, and perceived dangers, of free speech on university campuses. A side effect of this polarized environment is that students themselves may be reluctant to speak publicly on politically sensitive topics. Indeed, recent surveys by the Heterodox Academy (HxA) revealed that a majority of American university students thought their campus was not conducive to the free expression of ideas, and a substantial minority were personally reluctant to discuss “hot topics” like politics or sexual orientation in class. To see whether these results are uniquely American phenomena, we reran the HxA’s survey on 791 students, recruited via advertisements, enrolled in New Zealand universities. As in the original survey, participants answered questions, administered online, about their comfort sharing their opinions on issues related to gender, politics, religion, and sexual orientation, as well as their estimates of other groups’ discomfort. Despite significant sociopolitical differences between the two countries, our results, generally speaking, bear out those in the United States. In both countries, politics elicited the most reluctance to speak, followed by religion, and then gender and sexual orientation (which were equivalent), and New Zealanders were more reluctant than Americans to speak on the latter two topics. Other similarities and differences between the two data sets are discussed, but it is clear that chilled campus speech is not confined to the United States.
Journal Article
Tight or less tight glycaemic targets for women with gestational diabetes mellitus for reducing maternal and perinatal morbidity? (TARGET): study protocol for a stepped wedge randomised trial
by
Alsweiler, Jane M.
,
Crowther, Caroline A.
,
Brown, Julie
in
Birth Weight
,
Blood Glucose - drug effects
,
Clinical trials
2018
Background
Gestational diabetes mellitus (GDM) is strongly associated with significant adverse maternal and perinatal health outcomes that have lifelong consequences. Treatment for women with GDM aims to normalise maternal blood glucose concentrations to reduce these adverse health risks. Target recommendations for glycaemic control in women with GDM vary amongst international organisations. All their recommendations rely on consensus, as there have been no published randomised trials that compare different intensities of glucose control in women with GDM. The TARGET Trial aims to determine whether tighter targets for glycaemic control in women with GDM compared with less tight targets, reduce maternal and perinatal morbidity without adverse health consequences.
Methods/design
Using a stepped wedge, cluster randomised trial the 10 participating hospitals will be randomised to the timing of the change from the less tight to the tighter glycaemic target period. During the less tight target period, all health professionals at the hospital will aim to use the less tight glycaemic targets for treatment of women with GDM (fasting plasma glucose < 5.5 mmol/L; 1 h postprandial < 8.0 mmol/L; 2 h postprandial < 7.0 mmol/L). During the tighter target period all health professionals at the hospital will aim to use the tighter glycaemic targets for treatment of women with GDM (fasting plasma glucose ≤5.0 mmol/L, 1 h postprandial ≤7.4 mmol/L; 2 h postprandial ≤6.7 mmol/L). The primary study outcome is large for gestational age infant (birth weight > 90th centile). A sample size of 1080 participants will detect a treatment difference of 6% in the proportion of large for gestational age babies from 13% with less tight glycaemic targets to 7% with tighter targets, assuming an intra-cluster correlation coefficient of 0.05.
Discussion
The TARGET Trial will provide high-level evidence of direct relevance for clinical practice. If tighter treatment targets for women with GDM clearly result in significantly fewer large for gestational age infants and less adverse maternal and perinatal outcomes then they should be recommended for women with GDM. This would be of great importance to these women, their children, health services and communities.
Trial registration
Australian New Zealand Clinical Trials Registry -
ACTRN 12615000282583
.
Journal Article