Miracle-dz/UniFAR-FTUs huggingface dataset:
Northern Hemispheric Interannual Teleconnection Patterns and Their Changes Due to the Greenhouse Effect

Abstract Observed and general circulation climate model (GCM) simulated interannual teleconnection patterns in the Northern Hemisphere are compared on a monthly basis. The study was based on 1946–1991 observations and two separate 100-year simulations corresponding to the present climate and a greenhouse warming climate. The teleconnection patterns are characterized by action centers and composite extreme anomaly (CEA) distributions. The definition and comparison of observed and simulated patterns include examination of time persistence, spatial coherence as well as consistent signatures between 500-mb height, sea level pressure, and surface air temperature. For the present climate simulation, the GCM reproduces observed spatial and temporal variations of the action centers of four principal teleconnection patterns: the North Atlantic oscillation, the North Pacific oscillation, the Pacific/North American pattern, and the Eurasian pattern. Substantial model biases exist in the magnitude, regional structure.
Sexual and physical violence against female sex workers in Kenya: a qualitative enquiry

Abstract Few studies in Africa provide detailed descriptions of the vulnerabilities of female sex workers (FSW) to sexual and physical violence, and how this impacts on their HIV risk. This qualitative study documents FSW's experiences of violence in Mombasa and Naivasha, Kenya. Eighty-one FSW who obtained clients from the streets, transportation depots, taverns, discos and residential areas were recruited through local sex workers trained as peer counsellors to participate in eight focus-group discussions. Analysis showed the pervasiveness of sexual and physical violence among FSW, commonly triggered by negotiation around condoms and payment. Pressing financial needs of FSW, gender-power differentials, illegality of trading in sex and cultural subscriptions to men's entitlement for sex sans money underscore much of this violence. Sex workers with more experience had developed skills to avoid threats of violence by identifying potentially violent clients, finding safer working areas and minimising conflict with the police. Addressing violence and concomitant HIV risks and vulnerabilities faced by FSW should be included in Kenya's national HIV/AIDS strategic plan. This study indicates the need for multilevel interventions, including legal reforms so that laws governing sex work promote the health and human rights of sex workers in Kenya.
Spectral invariant behavior of zenith radiance around cloud edges observed by ARM SWS

The ARM Shortwave Spectrometer (SWS) measures zenith radiance at 418 wavelengths between 350 and 2170 nm. Because of its 1‐sec sampling resolution, the SWS provides a unique capability to study the transition zone between cloudy and clear sky areas. A spectral invariant behavior is found between ratios of zenith radiance spectra during the transition from cloudy to cloud‐free. This behavior suggests that the spectral signature of the transition zone is a linear mixture between the two extremes (definitely cloudy and definitely clear). The weighting function of the linear mixture is a wavelength‐independent characteristic of the transition zone. It is shown that the transition zone spectrum is fully determined by this function and zenith radiance spectra of clear and cloudy regions. An important result of these discoveries is that high temporal resolution radiance measurements in the clear‐to‐cloud transition zone can be well approximated by lower temporal resolution measurements plus linear interpolation.
Monosynaptic Connections between Pairs of Spiny Stellate Cells in Layer 4 and Pyramidal Cells in Layer 5A Indicate That Lemniscal and Paralemniscal Afferent Pathways Converge in the Infragranular Somatosensory Cortex

Monosynaptic interlaminar connections between spiny stellate cells in layer 4 (L4), the main cortical recipient layer for thalamic projections, and pyramidal cells in layer 5A (L5A), one of the main cortical output layers, were examined anatomically and functionally by paired recordings in acute brain slices. The somata of pairs forming interlaminar L4-to-L5A connections were located predominantly close to or directly under the barrel-septum wall in layer 4. Superposition of spiny stellate axon arbors and L5A pyramidal cell dendritic arbors suggested an innervation domain underneath an L4 barrel wall. Functionally, the L4-to-L5A connections were of high reliability and relatively low efficacy, with a unitary EPSP amplitude of 0.6 mV, and the connectivity was moderately high (one in seven pairs tested was connected). The EPSP amplitude was weakly depressing (paired-pulse ratio of ≈0.8) during repetitive presynaptic action potentials at 10 Hz. The existence of monosynaptic L4-to-L5A connections indicates that the specific “lemniscal” thalamic input from the ventro-basal nucleus of the thalamus to the cortex and the more unspecific “paralemniscal” afferent thalamic projections from the posterior medial nucleus of the thalamus merge already at an initial stage of cortical signal processing. These monosynaptic connections establish a monosynaptic coupling of the input to the cortex and its output, thereby effectively bypassing the supragranular layers.
Practice audits to reduce caesareans in a tertiary referral hospital in south-western China.

OBJECTIVE To assess the effectiveness of a three-stage intervention to reduce caesarean deliveries in a Chinese tertiary hospital. METHODS A retrospective study was conducted to assess whether educating staff, educating patients and auditing surgeon practices (introduced in 2005) had reduced caesarean delivery rates. Multiple logistic regression was used to check for a potential association between caesarean rates and rates of admission to the neonatal intensive care unit (NICU). FINDINGS The caesarean delivery rate ranged from 53.5% to 56.1% in 2001-2004 and from 43.9% to 36.1% in 2005-2011. When 2001-2004 and 2005-2011 were treated as "before" and "after" periods to evaluate the intervention's impact on the mean caesarean section rate, a significant reduction was noted: from 54.8% to 40.3% (odds ratio, OR: 0.56; 95% confidence interval, CI: 0.52-0.59; χ(2) test: P < 0.001). The overall drop in the caesarean section rate was significant (χ(2) test: P < 0.001) and inversely correlated with the years (Spearman's ρ: -0.096; P < 0.001). Although complicated pregnancies increased after 2004, the primary caesarean section rate decreased annually by 20% on average in 2005-2011, after practice audits were implemented. Multiple logistic regression showed a positive association between the caesarean delivery rate and the rate of admission to the NICU (adjusted OR: 1.26; 95% CI: 1.14-1.40). CONCLUSION Patient and staff education and practice audits reduced the Caesarean section rate in a tertiary referral hospital without an increase in admissions to the NICU.
Novel DNA-binding properties of the RNA-binding protein TIAR

TIA-1 related protein binds avidly to uridine-rich elements in mRNA and pre-mRNAs of a wide range of genes, including interleukin (IL)-8 and vascular endothelial growth factor (VEGF). The protein has diverse regulatory roles, which in part depend on the locus of binding within the transcript, including translational control, splicing and apoptosis. Here, we observed selective and potent inhibition of TIAR–RNP complex formation with IL-8 and VEGF 3′-untranslated regions (3′-UTRs) using thymidine-rich deoxyoligonucleotide (ODN) sequences derived from the VEFG 3′-UTR. We show by ultraviolet crosslinking and electrophoretic mobility shift assays that TIAR can bind directly to single-stranded, thymidine-rich ODNs but not to double-stranded ODNs containing the same sequence. TIAR had a nearly 6-fold greater affinity for DNA than RNA (Kdapp=1.6×10−9M versus 9.4 × 10−9 M). Truncation of TIAR indicated that the high affinity DNA-binding site overlaps with the RNA-binding site involving RNA recognition motif 2 (RRM2). However, RRM1 alone could also bind to DNA. Finally, we show that TIAR can be displaced from single-stranded DNA by active transcription through the binding site. These results provide a potential mechanism by which TIAR can shuttle between RNA and DNA ligands.
Planar and high-resolution SPECT bone imaging in the diagnosis of facet syndrome.

UNLABELLED This study's goals were to determine the appearance of potentially symptomatic facet joints on planar and high-resolution SPECT radionuclide bone imaging, relate the relative sensitivity of the two techniques and assess the predictive value in a clinical setting. METHODS Fifty-eight consecutive patients referred with a diagnosis of possible facet syndrome were imaged during the same visit using both a well-established planar and a SPECT technique developed to emphasize high spatial resolution. The standard of reference included facet injections with a marcaine and steroid mixture, with review of a pain journal completed by the patient included in the followup criteria. RESULTS In the 43 patients comprising the final study group, 7 were diagnosed with facet syndrome, 5 with abnormal planar images and 7 with abnormal SPECT images. A total of 10 facet joints with abnormal increased uptake were seen on SPECT which were not demonstrated on planar imaging. There was high sensitivity (100% SPECT, 71% planar), but somewhat lower specificity (71% SPECT, 76% planar). The negative predictive value was high (100% SPECT, 93% planar). Radionuclide bone imaging additionally discovered a nonfacet joint etiology for patient symptoms in 16 of the 43 patients. CONCLUSION Higher spatial resolution SPECT images are better accepted by referring physicians who correlate them with CT or MR images. The high negative predictive value allows radionuclide bone imaging to be used to select appropriate patients to undergo the invasive facet injection procedure.
A PHOTOMETRIC METALLICITY ESTIMATE OF THE VIRGO STELLAR OVERDENSITY

We determine photometric metal abundance estimates for individual main-sequence stars in the Virgo Overdensity (VOD), which covers almost on the sky, based on a calibration of the metallicity sensitivity of stellar isochrones in the gri filter passbands using field stars with well-determined spectroscopic metal abundances. Despite the low precision of the method for individual stars, we derive [Fe/H] = −2.0 ± 0.1(internal) ± 0.5(systematic) for the metal abundance of the VOD from photometric measurements of 0.7 million stars in the northern Galactic hemisphere with heliocentric distances from ∼10 kpc to ∼20 kpc. The metallicity of the VOD is indistinguishable, within Δ[Fe/H] ⩽ 0.2, from that of field halo stars covering the same distance range. This initial application suggests that the Sloan Digital Sky Survey gri passbands can be used to probe the properties of main-sequence stars beyond ∼10 kpc, complementing studies of nearby stars from more metallicity-sensitive color indices that involve the u passband.
Phase Stability Analysis of Chirp Evoked Auditory Brainstem Responses by Gabor Frame Operators

We have recently shown that click evoked auditory brainstem responses (ABRs) can be efficiently processed using a novelty detection paradigm. Here, ABRs as a large-scale reflection of a stimulus locked neuronal group synchronization at the brainstem level are detected as novel instance-novel as compared to the spontaneous activity which does not exhibit a regular stimulus locked synchronization. In this paper we propose for the first time Gabor frame operators as an efficient feature extraction technique for ABR single sweep sequences that is in line with this paradigm. In particular, we use this decomposition technique to derive the Gabor frame phase stability (GFPS) of sweep sequences of click and chirp evoked ABRs. We show that the GFPS of chirp evoked ABRs provides a stable discrimination of the spontaneous activity from stimulations above the hearing threshold with a small number of sweeps, even at low stimulation intensities. It is concluded that the GFPS analysis represents a robust feature extraction method for ABR single sweep sequences. Further studies are necessary to evaluate the value of the presented approach for clinical applications.
A bioinspired collision detection algorithm for VLSI implementation

In this paper a bioinspired algorithm for collision detection is proposed, based on previous models of the locust (Locusta migratoria) visual system reported by F.C. Rind and her group, in the University of Newcastle-upon-Tyne. The algorithm is suitable for VLSI implementation in standard CMOS technologies as a system-on-chip for automotive applications. The working principle of the algorithm is to process a video stream that represents the current scenario, and to fire an alarm whenever an object approaches on a collision course. Moreover, it establishes a scale of warning states, from no danger to collision alarm, depending on the activity detected in the current scenario. In the worst case, the minimum time before collision at which the model fires the collision alarm is 40 msec (1 frame before, at 25 frames per second). Since the average time to successfully fire an airbag system is 2 msec, even in the worst case, this algorithm would be very helpful to more efficiently arm the airbag system, or even take some kind of collision avoidance countermeasures. Furthermore, two additional modules have been included: a "Topological Feature Estimator" and an "Attention Focusing Algorithm". The former takes into account the shape of the approaching object to decide whether it is a person, a road line or a car. This helps to take more adequate countermeasures and to filter false alarms. The latter centres the processing power into the most active zones of the input frame, thus saving memory and processing time resources.
Towards Cloud Deployments using FutureGrid

— In this document we briefly outline some differences between IaaS frameworks Eucalyptus, OpenNebula, OpenStack and Nimbus. We provide also an overview how platforms such as Amazon, Azure, and Google provide additional services to provide more convenient platforms for its users. We than present an overview of what FutureGrid currently provides while also focusing on opportunities to leverage from our image generation and management tool to utilize several of the IaaS frameworks.
Transferable Semi-supervised Semantic Segmentation

The performance of deep learning based semantic segmentation models heavily depends on sufficient data with careful annotations. However, even the largest public datasets only provide samples with pixel-level annotations for rather limited semantic categories. Such data scarcity critically limits scalability and applicability of semantic segmentation models in real applications. In this paper, we propose a novel transferable semi-supervised semantic segmentation model that can transfer the learned segmentation knowledge from a few strong categories with pixel-level annotations to unseen weak categories with only image-level annotations, significantly broadening the applicable territory of deep segmentation models. In particular, the proposed model consists of two complementary and learnable components: a Label transfer Network (L-Net) and a Prediction transfer Network (P-Net). The L-Net learns to transfer the segmentation knowledge from strong categories to the images in the weak categories and produces coarse pixel-level semantic maps, by effectively exploiting the similar appearance shared across categories. Meanwhile, the P-Net tailors the transferred knowledge through a carefully designed adversarial learning strategy and produces refined segmentation results with better details. Integrating the L-Net and P-Net achieves 96.5% and 89.4% performance of the fully-supervised baseline using 50% and 0% categories with pixel-level annotations respectively on PASCAL VOC 2012. With such a novel transfer mechanism, our proposed model is easily generalizable to a variety of new categories, only requiring image-level annotations, and offers appealing scalability in real applications.
An analysis of self-esteem in stroke survivors: the interaction between gender, income, and the presence of a spouse

Abstract Background: Self-esteem is considered a significant factor affecting both the emotional and functional outcomes of stroke survivors; however, research on self-esteem in this group is limited. Aim: The aim of this study was to evaluate the gender-specific effects of income status and the presence of a spouse on the self-esteem of stroke survivors using data from a population-based study in Korea. Methods: The Korea Welfare Panel Study was used to investigate the gender-specific effects of income and the presence of a spouse on the self-esteem of stroke survivors. Self-esteem was measured using the Rosenberg Self-Esteem Scale. Results: Males in the general income category had higher self-esteem than males in the low-income category. However, no differences were found in the self-esteem of females by income category. The self-esteem of females without a spouse or partner was lower than the males without a spouse. Conclusion: Self-management interventions to enhance self-esteem should focus on gender to facilitate patients’ adjustment and rehabilitation after a stroke.
Bidimensional swell effect on accuracy of footing heave prediction

The direct method (the Texas Highway Department Method TEX-124-E) and the Jennings and Knight “Double Oedometer Method” are widely used by practicing engineers for heave prediction of footings located on expansive soils. These methods are simple to use and yet simulate field conditions too. These two methods, however, are characterized by overpredicting the value of footing heave. The degree to which these methods overpredict heave is dependent on the soil conditions, as well as the applied footing pressure. The present work studied the influence of footing pressure on the precision of the two mentioned methods. It was found that the factor needed to adjust the predicted footing heave by these methods (“Heave Reduction Factor Rf”) decreases markedly with increasing footing pressure. The heave reduction factor Rf decreased from 0.92 and 0.88 to 0.62 and 0.53 for the direct method and the double oedometer method, respectively, as the footing pressure increased from 25 to 50 kPa. Soil strength depends upon the level of soil suction. Soil wetting contributes to reduction in soil suction, and consequently, to a loss in bearing capacity. Therefore, a test experiment with footing pressure of 100 kPa suffered bearing capacity failure after about one day since the beginning of the test experiment.
Stratigraphy, sedimentology, and taphonomy of the Albertosaurus bonebed (upper Horseshoe Canyon Formation; Maastrichtian), southern Alberta, CanadaThis article is one of a series of papers published in this Special Issue on the theme Albertosaurus.

The Albertosaurus bonebed provides evidence for the mass-mortality of at least 12 Albertosaurus. Albertosaurus, other vertebrates, and trees are concentrated on upper point bar surfaces of a small meandering paleochannel. Throughout the field area, Albertosaurus, other vertebrates, and coalified plants are also preserved patchily in overbank mudstones at the same horizon. Although the bonebed is dominated by Albertosaurus, there are also sparse macrofossil remains of Hypacrosaurus and Albertonykus. The basal lag yields vertebrate microfossils containing at least 19 additional taxa. Freshwater invertebrates are preserved at and below the base of the paleochannel. Large elements are over represented at the site, whereas smaller elements are under represented, suggesting hydraulic sorting. The taphonomic signature of the site suggests that death, disarticulation, and burial took place within one year. We conclude that one or more storms of large intensity downed trees and temporarily drowned the paleolandsca.
LA GASTRONOMÍA COMO ATRACTIVO TURÍSTICO PRIMARIO DE UN DESTINO. El Turismo Gastronómico en Mealhada - Portugal

Gastronomy as a Primary Tourist Attraction of a Destination. Food Tourism in Mealhada, Portugal. Food Tourism is a relatively recent phenomenon, although it has become important in Portugal like in other countries mobilizing a considerable number of visitors who travel for food. Portugal can be considered a destination with great potential for this kind of tourism because the relevance of his culinary heritage, but academic studies on this topic and on specific destinations are scarce in the country. Not withstanding there are several opinion articles, not supported by academic studies, which can be imprecise. Also in international terms the generality of academic models about touristic attractions, relegates to second place, or omits, gastronomy as a touristic attraction. This article focuses on a success case in terms of food tourism in Portugal, the city of Mealhada, seeking to demonstrate the reality of destinations where the food is the most relevant touristic attraction, and trying to contribute to a better understanding of the phenomenon which involves the movement of visitors because the gastronomy.
Marital and labor market status in the long run in schizophrenia.

BACKGROUND Singleness and unemployment increase the risk of schizophrenia. Schizophrenia subsequently increases the risk of singleness and unemployment. OBJECTIVE To describe long-term changes in marital status and labor market affiliation before and after the first admission with schizophrenia. DESIGN A case-control study. SETTING AND PARTICIPANTS The sample included 5341 patients with a diagnosis of schizophrenia at the first admission to a psychiatric facility between 1970 and 1999, and 53 410 matched control subjects. A person admitted in 1999 was followed up in the registers from 1980 to 1997 (ie, from 19 to 2 years before admission). Individuals admitted in 1970 could be followed up from 10 years until 27 years after admission. MAIN OUTCOME MEASURES Annual socioeconomic indicators. RESULTS Individuals who were later hospitalized were more frequently living alone, unemployed, receiving social benefits, or otherwise outside the labor market when compared with controls, as early as 19 years before their first admission. For individuals with schizophrenia, the odds ratios of being unmarried or not being fully employed were significantly increased even 25 years after admission. This pattern was especially pronounced for men and for individuals who had more admissions. The ratios increased until admission, with a steeper increase in the years before admission. After admission, the odds declined to the level shown before admission and then stabilized. CONCLUSIONS Schizophrenia hinders social achievement long before the first admission. The first hospital episode is followed by a period during which social status does not deteriorate further except for the transition into disability pension.