Misconceived: Representations of "The RU486 Debate" in the Media

In December 2005, a cross-party coalition of female senators presented a Bill to Parliament that changed the way Australian women could have abortions. ‘Misconceived: Representations of RU486 in the Media’ is a quantitative and qualitative content analysis of newspaper coverage leading up to the passing of the Therapeutic Goods Amendment (Repeal of the Ministerial Responsibility for Approval of RU486) Bill 2005 in February 2006, together with an extensive literature review. Analysing all coverage discussing RU486 in three publications – national newspaper The Australian as well as Sydney-based The Daily Telegraph and The Sydney Morning Herald – over a five month period, the study was chiefly concerned with the way RU486 and key stakeholders in the story were framed. The Bill sought to remove the power of veto the Health Minister held over abortifacients coming into Australia, instead assigning the power to the Therapeutic Goods Administration (TGA). One abortifacient in particular, known as ‘RU486’ or mifepristone, was already in use in many other countries. When the Bill was successful in February 2006, the TGA could assess RU486 and Australian doctors could prescribe medical abortions as an alternative to the already legal surgical abortion. This study positions itself within the established fields of theory and research surrounding interactions between science and the media, science and politics as well as science and ethics. Previous studies assessing the way science is framed in the media informed the direction of the quantitative and qualitative content analyses. The quantitative analysis found statistical evidence strongly suggesting the invocation of the wider ‘abortion debate’ utilised throughout the coverage, although the Bill itself was about regulation of abortifacients, not the procedure itself. It also found that despite journalists’ use of a wide range of sources, stakeholders presented in the ‘leads’ of articles preserved the status quo and favoured government or ‘anti-Bill’ sources over those in support of the Bill, thus challenging the status quo. The articles analysed fell short of meaningful engagement with the wider issue of Australia’s high abortion rate, based on the proportion of coverage relating to the underlying causes of Australia’s high abortion rate. The majority of coverage focused on the detail of the Bill rather than the ‘horse race’ of political manoeuvring behind it, suggesting a reluctance to revisit the issue after the parliamentary vote was taken. Throughout the coverage there was strong use of emotive language, which could be seen to obstruct objective engagement with the facts of the Bill. Using McKee’s ‘commutation test’, phrases deemed to indicate a particular frame were singled out for qualitative assessment. Four main frames were established relating to the wider abortion debate; portrayals of the medical profession, the use of medical jargon and the rhetoric of risk and claims that ‘accountable’ politicians should be in charge instead of the unelected Therapeutic Goods Administration (TGA). Within the broad framing of the medical profession, the work of Karpf provides the scaffolding for an updated interpretation of the ‘medical’, ‘consumer’, ‘look-after-yourself’ and ‘environmental’ approaches. Interviews were also conducted with three journalists involved in reporting the stories, one from each of the newspapers and three key medical spokespeople frequently mentioned in the coverage, adding a further layer of meaning to the analysis

Gibbsian theory of power law distributions

It is shown that power law phase space distributions describe marginally stable Gibbsian equilibria far from thermal equilibrium which are expected to occur in collisionless plasmas containing fully developed quasi-stationary turbulence. Gibbsian theory is extended on the fundamental level to statistically dependent subsystems introducing an `ordering parameter' $\kappa$. Particular forms for the entropy and partition functions are derived with super-additive (non-extensive) entropy, and a redefinition of temperature in such systems is given.Comment: Physical Review Letters revised second revision (and shortened because of overlength) co-author adde

Biochemical Composition of the Epidermal-dermal Junction and Other Basement Membrane

The epidermo-dermal junction ultrastructurally appears to be high organized, presenting 4 layers: (1) the basal cell plasma membrane, a trilaminar layer with special attachment structures (hemidesmosomes); (2) lamina lucida (rara) an electron-lucent zone with 'anchoring' filaments (vide infra); (3) basal lamina (densa) electron-dense and relatively thick (30-50 nm) and (4) the subbasal fibrous area, composed of 3 different fibrils: (a) 'anchoring fibrils' meshing with the lamina densa upwards and forming and interlocking (a) meshwork with the adjacent anchoring fibrils downwards; (b) dermal microfibril bundles starting from the basal lamina and passing deep in the dermis. The dermal part of these, are in connection with the elastic fibers and ultrastructurally they are identical and; (c) collagen fibers, randomly oriented without connection with the basal lamina. The biochemical composition comprises collagenous and noncollagenous substances: collagens can be divided into 3 groups designated as type IV collagen, type V(AB collagen) and 7S collagen. The non-collagenous materials as yet identified are: bullous pemphigoid antigen (reactive with the bullous pemphigoid antibodies), laminin, heparan-sulfate containing proteoglycan and amyloid P-component (a normal plasma constituent). Functional aspects of basement membrane components: (1) support of a caffolding function assumed by the collagens; (2) attachment of cells of different embryonic origin (fibronectin, PB antigen and laminin); (3)regulation of the permeability (heparan-sulfate proteoglycan and other glycosaminoglycans); and (4) a role in development and morphogenesis (laminin) and type IV collagen). This paper must be read in extenso by those interested in the microstructure and functions of the skin. (I. Capusan - Cluj

Low frequency forced oscillation lung function test can distinguish dynamic tissue non-linearity in COPD patients

This paper introduces the use of low frequencies forced oscillation technique (FOT) in the presence of breathing signal. The hypothesis tested is to evaluate the sensitivity of FOT to various degrees of obstruction in COPD patients. The measurements were performed in the frequency range 0-2 Hz. The use of FOT to evaluate respiratory impedance has been broadly recognized and its complementary use next to standardized method as spirometry and body plethysmography has been well-documented. Typical use of FOT uses frequencies between 4-32 Hz and above. However, interesting information at frequencies below 4 Hz is related to viscoelastic properties of parenchyma. Structural changes in COPD affect viscoelastic properties and we propose to investigate the use of FOT at low frequencies with a fourth generation fan-based FOT device. The generator non-linearity introduced by the device is separated from the linear approximation of the impedance before evaluating the results on patients. Three groups of COPD obstruction, GOLD II, III, and IV are evaluated. We found significant differences in mechanical parameters (tissue damping, tissue elasticity, hysteresivity) and increased degrees of non-linear dynamic contributions in the impedance data with increasing degree of obstruction (p < 0.01). The results obtained suggest that the non-linear index correlates better with degrees of heterogeneity linked to COPD GOLD stages, than the currently used hysteresivity index. The protocol and method may prove useful to improve current diagnosis percentages for various COPD phenotypes

Application of spatio-temporal data in site-specific maize yield prediction with machine learning methods

In order to meet the requirements of sustainability and to determine yield drivers and limiting factors, it is now more likely that traditional yield modelling will be carried out using artificial intelligence (AI). The aim of this study was to predict maize yields using AI that uses spatio-temporal training data. The paper has advanced a new method of maize yield prediction, which is based on spatio-temporal data mining. To find the best solution, various models were used: counter-propagation artificial neural networks (CP-ANNs), XY-fused Querynetworks (XY-Fs), supervised Kohonen networks (SKNs), neural networks with Rectangular Linear Activations (ReLU), extreme gradient boosting (XGBoost), support-vector machine (SVM), and different subsets of the independent variables in five vegetation periods. Input variables for modelling included: soil parameters (pH, P2O5, K2O, Zn, clay content, ECa, draught force, Cone index), micro-relief averages, and meteorological parameters for the 63 treatment units in a 15.3 ha research field. The best performing method (XGBoost) reached 92.1% and 95.3% accuracy on the training and the test sets. Additionally, a novel method was introduced to treat individual units in a lattice system. The lattice-based smoothing performed an additional increase in Area under the curve (AUC) to 97.5% over the individual predictions of the XGBoost model. The models were developed using 48 different subsets of variables to determine which variables consistently contributed to prediction accuracy. By comparing the resulting models, it was shown that the best regression model was Extreme Gradient Boosting Trees, with 92.1% accuracy (on the training set). In addition, the method calculates the influence of the spatial distribution of site-specific soil fertility on maize grain yields. This paper provides a new method of spatio-temporal data analyses, taking the most important influencing factors on maize yields into account

A pilot, prospective evaluation of a novel alternative for maintenance therapy of breast cancer-associated lymphedema [ISRCTN76522412]

BACKGROUND: Prospective investigations of complete decongestive lymphatic physiotherapy (CDPT), including manual lymphatic drainage (MLD), have validated the efficacy of these interventions for the initial reduction of edema and long-term maintenance of limb volume in lymphedema. However, CDPT demands substantial time and effort from patients to maintain these benefits; the treatments are not always well-accepted, and patients may suffer from a deterioration in quality-of-life or a time-dependent loss of initial treatment benefits. A new device designed for home use by the patient, the Flexitouch™, has been developed to mechanically simulate MLD. We have undertaken a prospective, randomized, crossover study of the efficacy of the Flexitouch™, when compared to massage, in the self-administered maintenance therapy of lymphedema. METHODS: A prospective, randomized, crossover study of maintenance therapy was performed in 10 patients with unilateral breast cancer-associated lymphedema of the arm. Each observation phase included self-administered treatment with the Flexitouch™ or massage, 1 hour daily for 14 days, respectively, followed by crossover to the alternate treatment phase. Each treatment phase was preceded by a 1 week treatment washout, with use of garment only. The sequence of treatment was randomly assigned. The potential impact of treatment modality on quality of life was assessed with serial administration of the SF-36. RESULTS: Statistical analysis disclosed that the order of treatment had no outcome influence, permitting 10 comparisons within each treatment group. Post-treatment arm volume reduced significantly after the Flexitouch™, but not after self-administered massage. The patients' mean weight decreased significantly with Flexitouch™ use, but not with massage. The Flexitouch™ device was apparently well-tolerated and accepted by patients. Serial SF-36 administration showed no deterioration in physical or psychosocial scores compared to baseline measurements; there were no statistical differences in scores when the two treatment modalities were compared. CONCLUSION: This short-term prospective evaluation of the Flexitouch™ suggests that the device may provide better maintenance edema control than self-adiminstered massage in breast cancer-associated lymphedema. The apparent ease of use and reliability of response to the device suggest that further broad-scale testing is warranted

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/]

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website (https://osf.io/mhg94/).&lt;/p&gt

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts