LLukas22/scidocs huggingface dataset:
Exposure to gestational diabetes mellitus and low socioeconomic status: effects on neurocognitive development and risk of attention-deficit/hyperactivity disorder in offspring.

OBJECTIVE
To examine the independent and synergistic effects of gestational diabetes mellitus (GDM) and low socioeconomic status (SES) on neurodevelopment and attention-deficit/hyperactivity disorder (ADHD) outcomes.


DESIGN
Cohort study.


SETTING
Flushing, New York.


PARTICIPANTS
A total of 212 preschool children as a part of the ongoing cohort study.


MAIN EXPOSURES
Gestational diabetes mellitus and low SES.


MAIN OUTCOME MEASURES
Primary outcomes are ADHD diagnosis based on Diagnostic and Statistical Manual of Mental Disorders (Fourth Edition) criteria at age 6 years and several well-validated measures of neurobehavioral outcomes, cognitive functioning, ADHD symptoms, and temperament at age 4 years. Secondary outcomes are parent and teacher reports of behavioral and emotional problems at age 6 years. Neurobehavioral measures in relation to GDM and low SES were examined using generalized estimating equations and multivariate logistic regression analyses.


RESULTS
Both maternal GDM and low SES were associated with an approximately 2-fold increased risk for ADHD at age 6 years. However, the risk by GDM was greater among lower SES families than among higher SES families. Children exposed to both GDM and low SES demonstrated compromised neurobehavioral functioning, including lower IQ, poorer language, and impoverished behavioral and emotional functioning. A test of additive interaction found that the risk for ADHD increased over 14-fold (P = .006) when children were exposed to both GDM and low SES. Neither children exposed to maternal GDM alone nor those exposed to low SES alone had a notable increased risk for ADHD.


CONCLUSIONS
Maternal GDM and low SES, especially in combination, heighten the risk for childhood ADHD. Long-term prevention efforts should be directed at mothers with GDM to avoid suboptimal neurobehavioral development and mitigate the risk for ADHD among their offspring.
Research Guides. Environmental Studies 300: Environmental Challenges of Africa. Background.

Research Guides. Environmental Studies 300: Environmental Challenges of Africa. Background.
Tolerability and efficacy of memantine add-on therapy to rivastigmine transdermal patches in mild to moderate Alzheimer's disease: a multicenter, randomized, open-label, parallel-group study.

OBJECTIVE
To compare the tolerability and efficacy of combination therapy of memantine plus rivastigmine patch with rivastigmine patch monotherapy in patients with mild to moderate Alzheimer's disease (AD).


RESEARCH DESIGN AND METHODS
In this multicenter, randomized, open-label study, patients entered an 8-week run-in period (a 5 cm 2 rivastigmine patch for 4 weeks, then a 10 cm(2) patch for 4 weeks) followed by 16 weeks of memantine plus rivastigmine patch or rivastigmine patch monotherapy. The primary outcome measure was the retention rate at the end of the trial.


CLINICAL TRIAL REGISTRATION
clinicaltrials.gov. NCT01025466.


RESULTS
Overall, 88 and 84 patients received rivastigmine patch with and without memantine, respectively, and of these, 77 (87.5%) and 70 (83.3%) patients completed the study. The difference in retention rate was not significant (95% confidence interval: -6.3-14.7%). The incidence of adverse events (AEs) (53.4 vs. 50.6%) and discontinuation due to AEs (6.8 vs. 4.8%) were not different between patients with and without memantine. The most frequent AEs were skin irritation in patients with and without memantine (42.0 vs. 34.9%, p = 0.71), but discontinuation due to skin irritation was rare (4.5 vs. 2.4%, p = 0.74). The incidence of gastrointestinal AEs was very low in patients with and without memantine (nausea, 2.3 vs. 1.2%; vomiting, 1.1 vs. 1.2%). The Korean Version of the Cohen Mansfield Agitation Inventory scores favored rivastigmine patch monotherapy at the end of treatment (p = 0.01). Changes in other efficacy measures were similar between the groups.


CONCLUSION
There were no significant differences in tolerability and safety between the treatment groups. The combination therapy of memantine plus rivastigmine patch did not show an advantage over rivastigmine patch monotherapy on efficacy analyses. The sample size for comparing tolerability may have been too small to detect a difference of efficacy between the two groups.
Cooperating base station set selection and network reconfiguration in limited backhaul networks

Managing interference by Coordinated Multi-Point (CoMP) transmission/reception is an effective mechanism to achieve high data rates in future cellular networks, like Long Term Evolution (LTE)-Advanced. For CoMP, sets of Base Stations (BSs) have to be selected to jointly serve User Equipments (UEs). These sets are typically selected based on wireless characteristics only. However, using CoMP also poses strict capacity and latency requirements on the backhaul network, which are difficult to fulfill even with future optical technologies. Hence, these requirements additionally need to be taken into account when deciding which BSs jointly serve a given UE. We have developed a BSs selection heuristic for CoMP that takes into account both aspects: the wireless channels and the backhaul network status. This heuristic can also identify, for a particular wireless channel situation, which bottlenecks in the backhaul network make a desired BSs selection infeasible. We exploit this to dynamically adapt the backhaul network to the wireless requirements. We call this network reconfiguration. Our simulations show that the heuristic's solution quality is close to the optimum while execution time and memory consumption are reduced by multiple orders of magnitude compared to solving the problem via mathematical optimization. This allows real-world deployment of the heuristic. In addition, we simulate the network reconfiguration in a future backhaul network scenario based on Passive Optical Networks (PONs). The results illustrate how our approach helps to better exploit available backhaul resources.
In search for a public health leadership competency framework to support leadership curriculum-a consensus study.

BACKGROUND
Competency-based education is increasingly popular, especially in the area of continuing professional development. Many competency frameworks have been developed; however, few address leadership competencies for European public health professionals. The aim of this study was to develop a public health leadership competency framework to inform a leadership curriculum for public health professionals. The framework was developed as part of the Leaders for European Public Health project-supported by the EU Lifelong Learning Programme.


METHODS
The study was carried out in three phases: a literature review, consensus development panel and Delphi survey. The public health leadership competency framework was initially developed from a literature review. A preliminary list of competencies was submitted to a panel of experts. Two consensus development panels were held to evaluate and make changes to the initial draft competency framework. Then two rounds of a Delphi survey were carried out in an effort to reach consensus. Both surveys were presented through Survey Monkey to members of the Association of the Schools of Public Health in the European Region Working Group on Innovation in Public Health Teaching and Education.


RESULTS
The framework was developed consisting of 52 competencies organized into eight domains: Systems Thinking; Political Leadership; Collaborative Leadership: Building and Leading Interdisciplinary Teams; Leadership and Communication; Leading Change; Emotional Intelligence and Leadership in Team-based Organizations; Leadership, Organizational Learning and Development and Ethics and Professionalism.


CONCLUSION
The framework can serve as a useful tool in identifying gaps in knowledge and skills, and shaping competency-based continuing professional development leadership curricula for public health professionals in Europe.
Management of probabilistic data: foundations and challenges

Many applications today need to manage large data sets with uncertainties. In this paper we describe the foundations of managing data where the uncertainties are quantified as probabilities. We review the basic definitions of the probabilistic data model, present some fundamental theoretical result for query evaluation on probabilistic databases, and discuss several challenges, open problems, and research directions.
Impact of drug policy on regional trends in ezetimibe use.

BACKGROUND
Ezetimibe use has steadily increased in Canada during the past decade even in the absence of evidence demonstrating a beneficial effect on clinical outcomes. Among the 4 most populated provinces in Canada, there is a gradient in the restrictiveness of ezetimibe in public-funded formularies (most to least strict: British Columbia, Alberta, Quebec, and Ontario). The effect of formulary policy on the use of ezetimibe over time is unknown.


METHODS AND RESULTS
We conducted a population-level cohort study using Intercontinental Marketing Services Health Canada's data from June 2003 to December 2012 to examine ezetimibe use in these 4 provinces to better understand the association between use and formulary restrictiveness. We found regional variations in the patterns of ezetimibe use. From June 2003 to December 2012, British Columbia (most restrictive) had the lowest monthly increasing rate from $261 to $21 926 ($190/100 000 population/mo), whereas Ontario (least restrictive) had the most rapid monthly increase from $223 to $74 030 ($ 647/100 000 population/mo), and Quebec from $130 to $59 690 ($522/100 000 population/mo) and Alberta from $356 to $ 37 604 ($327/100 000 population/mo) were intermediate (P<0.001).


CONCLUSIONS
Ezetimibe use remains common, increasing during the past decade. Use steadily increased in provinces with the most lenient formularies. In contrast, use was lower, plateauing since 2008 in British Columbia and Alberta, which have more restrictive formularies. The gradient in ezetimibe use was related to variability in restrictiveness of the provincial formularies, illustrating the potential of a policy response gradient that may be used to more effectively manage medication use.
Named entity recognition in vietnamese text using label propagation

This paper presents our named entity recognition system for Vietnamese text using labeled propagation. In here we propose: (i) a method of choosing noun phrases as the named entity candidates; (ii) a method to measure the word similarity; and (iii) a method of decreasing the effect of high frequency labels in labeled documents. Experimental results show that our labeled propagate method achieves higher accuracy than the old one [12]. In addition, when the number of the labeled data is small, its accuracy is higher than when using conditional random fields.
Hybrid SETMOS architecture with Coulomb blockade oscillations and high current drive

A hybrid single electron transistor/MOSFET (SETMOS) circuit cell architecture, working as a three-terminal stand-alone device for obtaining SET-like Coulomb blockade oscillations, along with a high current drive ( /spl sim/ /spl mu/A), is proposed. SETMOS characteristics are successfully predicted by analytical models at subambient (-100 /spl deg/C to -150 /spl deg/C) temperature with realistic device parameters. The effect of bias voltages and current on the SETMOS Coulomb blockade oscillations characteristics is critically discussed. It is also demonstrated that the SETMOS can be converted into a unique quasi-periodic negative differential resistance (NDR) device by short-circuiting its gate and drain terminals.
Information Technology Capability and Firm Performance: Contradictory Findings and Their Possible Causes

IT Leader Sample SIC Code Control Sample SIC Code Consol Energy Inc 1220 Walter Energy Inc 1220 Halliburton Co 1389 Schlumberger Ltd 1389 Standard Pacific Corp 1531 M/I Homes Inc 1531 Beazer Homes USA Inc 1531 Hovnanian Entrprs Inc -Cl A 1531 Toll Brothers Inc 1531 MDC Holdings Inc 1531 D R Horton Inc 1531 Ryland Group Inc 1531 Lennar Corp 1531 KB Home 1531 Granite Construction Inc 1600 Empresas Ica Soc Ctl ADR 1600 Fluor Corp 1600 Alstom ADR 1600 Gold Kist Inc 2015 Sadia Sa ADR 2015 Kraft Foods Inc 2000 ConAgra Foods Inc 2000 Smithfield Foods Inc 2011 Hormel Foods Corp 2011 Campbell Soup Co 2030 Heinz (H J) Co 2030 General Mills Inc 2040 Kellogg Co 2040 Imperial Sugar Co 2060 Wrigley (Wm) Jr Co 2060 Hershey Co 2060 Tate & Lyle Plc ADR 2060 Molson Coors Brewing Co 2082 Comp Bebidas Americas ADR 2082 Constellation Brands Cl A 2084 Gruma S.A.B. de C.V. ADR B 2040 Brown-Forman Cl B 2085 Coca Cola Hellenic Bttlg ADR 2086
Smärtan som inte syns

The purpose of this study was to analyze and interpret how parents react after learning that their child was deceased, and the process that parents employed in dealing with this bereavement. This study also focused on the parents’ perceived ‘treatment’ received from relatives, friends and professionals. A qualitative study was conducted using interviews with seven parents who had suffered bereavement. Interviews and analyses were based on three themes: the grief process, treatment and sharing experiences. The theoretical base of “Cullbergs” crisis theory and its four phases: ‘the shock phase’, ‘reaction phase’, ‘processing phase’ and ‘reorientation phase’ were used. Conclusions varied from parents who felt they had not received support when their child died, to parents who had diverse and unique grief processes with similarities to other parents. The parents in this study have benefited from sharing their experiences with those in similar situations to themselves.
Social Role Discovery in Human Events

We deal with the problem of recognizing social roles played by people in an event. Social roles are governed by human interactions, and form a fundamental component of human event description. We focus on a weakly supervised setting, where we are provided different videos belonging to an event class, without training role labels. Since social roles are described by the interaction between people in an event, we propose a Conditional Random Field to model the inter-role interactions, along with person specific social descriptors. We develop tractable variational inference to simultaneously infer model weights, as well as role assignment to all people in the videos. We also present a novel YouTube social roles dataset with ground truth role annotations, and introduce annotations on a subset of videos from the TRECVID-MED11 [1] event kits for evaluation purposes. The performance of the model is compared against different baseline methods on these datasets.
Baduanjin Exercise Prevents post-Myocardial Infarction Left Ventricular Remodeling (BE-PREMIER trial): Design and Rationale of a Pragmatic Randomized Controlled Trial

Left ventricular (LV) remodeling following myocardial infarction (MI) is an established prognostic factor for adverse cardiovascular events and the leading cause of heart failure. Empirical observations have suggested that Baduanjin exercise, an important component of traditional Chinese Qigong, may exert potential benefits on cardiopulmonary function. However, the impact of a Baduanjin exercise-based cardiac rehabilitation program for patients recovering from a recent MI has yet to be assessed. The aim of this trial is to evaluate the potential role of Baduanjin exercise in preventing the maladaptive progression to adverse LV remodeling in patients post-MI. A total of 110 clinically stable patients following an MI after undergoing successful infarct-related artery reperfusion will be randomly assigned to the Baduanjin exercise group or usual exercise control group. In addition to usual physical activity, participants in the Baduanjin exercise group will participate in a 45 min Baduanjin exercise training session twice a week, for a total of 12 weeks. The primary endpoint will be the percentage change in LV end-diastolic volume index (LVEDVi) assessed using echocardiography from baseline to 6 months. The results of this study may provide novel evidence on the efficacy of Baduanjin exercise therapy in post-MI patients in reversing adverse LV remodeling and improving clinical outcome. Clinical Trials.gov: NCT02693795.
Ecological segregation within and among Arctic char morphotypesin Gander Lake, Newfoundland

Stable isotopes of carbon and nitrogen were used to examine differences in the feeding ecology of sympatric morphotypes of Arctic char, Salvelinus alpinus, from Gander Lake, Newfoundland. Morphotypes were differentiated on the basis of colour (pale and dark) and meristic characteristics. Significant differences in length, age and habitat depth were also noted, with the pale-form being smaller, younger and caught at greater average depths than the dark-form. Pale and dark morphotypes possessed significantly different carbon and nitrogen stable isotope signatures, with the dark-form being more δ13C enriched than the pale-form. Within each morphotype grouping distinctive isotopic signature differences related to diet (dark-form) and capture depth (pale-form) were also observed. Differences in the isotopic signatures within and among habitat groupings were induced by differences in feeding opportunities arising from differences in habitat use and feeding strategies and generally corroborated by stomach content analysis and an index of dietary overlap. Study results provide evidence for the contention that sympatric forms of Arctic char in Gander Lake occupy significantly different foraging niches within the lake. Results further suggest ecologically relevant separations within morphotype groupings result in lower resource competition.
Acoustic echo and noise control — A long lasting challenge

Hands-free operation of telephones, incorporating echo cancellation and noise reduction, has been discussed for over a decade. This paper presents an overview of the wide range of algorithms which are applicable to echo cancellers and noise reduction. Practical problems associated with implementation and overall system control are also discussed.
Mirror or Megaphone ? : How relationships between narcissism and social networking site use differ on Facebook and Twitter

As research on the connection between narcissism and social networking site (SNS) use grows, definitions of SNS and measurements of their use continue to vary, leading to conflicting results. To improve understanding of the relationship between narcissism and SNS use, as well as the implications of differences in definition and measurement, we examine two ways of measuring Facebook and Twitter use by testing the hypothesis that SNS use is positively associated with narcissism. We also explore the relation between these types of SNS use and different components of narcissism within college students and general adult samples. Our findings suggest that for college students, posting on Twitter is associated with the Superiority component of narcissistic personality while Facebook posting is associated with the Exhibitionism component. Conversely, adults high in Superiority post on Facebook more rather than Twitter. For adults, Facebook and Twitter are both used more by those focused on their own appearances but not as a means of showing off, as is the case with college students. Given these differences, it is essential for future studies of SNS use and personality traits to distinguish between different types of SNS, different populations, and different types of use. 2013 Elsevier Ltd. All rights reserved.
An exact solution procedure for multi-item two-echelon spare parts inventory control problem with batch ordering in the central warehouse

We consider a multi-item two-echelon inventory system in which the central warehouse operates under a (Q,R) policy, and the local warehouses implement basestock policy. An exact solution procedure is proposed to find the inventory control policy parameters that minimize the system-wide inventory holding and fixed ordering cost subject to an aggregate mean response time constraint at each facility.
K-means Clustering Algorithm with Improved Initial Center

In this paper we present a new clustering method based on k-means that have avoided alternative randomness of initial center. This paper focused on K-means algorithm to the initial value of the dependence of k selected from the aspects of the algorithm is improved. First,the initial clustering number is. Second, through the application of the sub-merger strategy the categories were combined.The algorithm does not require the user is given in advance the number of cluster. Experiments on synthetic datasets are presented to have shown significant improvements in clustering accuracy in comparison with the random k-means.
Multiresolution stochastic hybrid shape models with fractal priors

3D shape modeling has received enormous attention in computer graphics and computer vision over the past decade. Several shape modeling techniques have been proposed in literature, some are local (distributed parameter) while others are global (lumped parameter) in terms of the parameters required to describe the shape. Hybrid models that combine both ends of this parameter spectrum have been in vogue only recently. However, they do not allow a smooth transition between the two extremes of this parameter spectrum.
We introduce a new shape-modeling scheme that can transform smoothly from local to global models or vice versa. The modeling scheme utilizes a hybrid primitive called the deformable superquadric constructed in an orthonormal wavelet basis. The multiresolution wavelet basis provides the power to continuously transform from local to global shape deformations and thereby allow for a continuum of shape models—from those with local to those with global shape descriptive power—to be created. The multiresolution wavelet basis allows us to generate fractal surfaces of arbitrary order that can be useful in describing natural detail.
We embed these multiresolution shape models in a probabilistic framework and use them for recovery of anatomical structures in the human brain from MRI data. A salient feature of our modeling scheme is that it can naturally allow for the incorporation of prior statistics of a rich variety of shapes. This stems from the fact that, unlike other modeling schemes, in our modeling, we require relatively few parameters to describe a large class of shapes.
Effects of cumulative stress and impulsivity on smoking status.

OBJECTIVE
The stress-vulnerability model of addiction predicts that environmental factors, such as cumulative stress, will result in individual adaptations that decrease self-control, increase impulsivity, and increase risk for addiction. Impulsivity and cumulative stress are risk factors for tobacco smoking that are rarely examined simultaneously in research.


METHODS
We examined the indirect and direct effects of cumulative adversity in a community sample consisting of 291 men and women who participated in an assessment of cumulative stress, self-reported impulsivity, and smoking history. Data were analyzed using bootstrapping techniques to estimate indirect effects of stress on smoking via impulsivity.


RESULTS
Cumulative adversity is associated with smoking status via direct effects and indirect effects through impulsivity scores. Additional models examining specific types of stress indicate contributions of traumatic stress and recent life events as well as chronic relationship stressors.


CONCLUSIONS
Overall, cumulative stress is associated with increased risk of smoking via increased impulsivity and via pathways independent of impulsivity. These findings support the stress-vulnerability model and highlight the utility of mediation models in assessing how, and for whom, cumulative stress increases risk of current cigarette smoking. Increasing self-control is a target for interventions with individuals who have experienced cumulative adversity.