8,227 research outputs found
Sex differences in the brain: implications for explaining autism
‘Empathizing’ is the capacity to predict and to respond to the behavior of agents (usually people) by inferring their mental states and responding to these with an appropriate emotion. ‘Systemizing’ is the capacity to predict and to respond to the behavior of non-agentive, deterministic systems, by analyzing input-operation-output relations and inferring the rules that govern such systems. At a population level, females are stronger empathizers and males stronger systemizers. The ‘extreme male brain’ theory posits that autism represents an extreme of the male pattern (impaired empathizing and enhanced systemizing). Here we suggest that specific aspects of autistic neuropathology may also be extremes of typical male neuroanatomy
Mining Top-K Frequent Itemsets Through Progressive Sampling
We study the use of sampling for efficiently mining the top-K frequent
itemsets of cardinality at most w. To this purpose, we define an approximation
to the top-K frequent itemsets to be a family of itemsets which includes
(resp., excludes) all very frequent (resp., very infrequent) itemsets, together
with an estimate of these itemsets' frequencies with a bounded error. Our first
result is an upper bound on the sample size which guarantees that the top-K
frequent itemsets mined from a random sample of that size approximate the
actual top-K frequent itemsets, with probability larger than a specified value.
We show that the upper bound is asymptotically tight when w is constant. Our
main algorithmic contribution is a progressive sampling approach, combined with
suitable stopping conditions, which on appropriate inputs is able to extract
approximate top-K frequent itemsets from samples whose sizes are smaller than
the general upper bound. In order to test the stopping conditions, this
approach maintains the frequency of all itemsets encountered, which is
practical only for small w. However, we show how this problem can be mitigated
by using a variation of Bloom filters. A number of experiments conducted on
both synthetic and real bench- mark datasets show that using samples
substantially smaller than the original dataset (i.e., of size defined by the
upper bound or reached through the progressive sampling approach) enable to
approximate the actual top-K frequent itemsets with accuracy much higher than
what analytically proved.Comment: 16 pages, 2 figures, accepted for presentation at ECML PKDD 2010 and
publication in the ECML PKDD 2010 special issue of the Data Mining and
Knowledge Discovery journa
A web-based intervention for users of amphetamine-type stimulants: 3-month outcomes of randomized controlled trial
Background: Among illicit drugs, the prevalence of amphetamine-type stimulant (ATS) use is second only to cannabis. Currently, there are no approved pharmacotherapies for ATS problems, but some face-to-face psychotherapies are effective. Web-based interventions have proven to be effective for some substance use problems, but none has specifically targeted ATS users. Objective: The objective of the study was to evaluate the effectiveness of a Web-based intervention for ATS problems on a free-to-access site compared with a waitlist control group. Methods: We used a randomized controlled trial design. The primary outcome measure was self-reported ATS use in the past three months assessed using the Alcohol, Smoking, Substance Involvement Screening Test (ASSIST). Other measures included quality of life (EUROHIS score), psychological distress (K-10 score), days out of role, poly-drug use, general help-seeking intentions, actual help-seeking, and “readiness to change”. The intervention consisted of three fully automated, self-guided modules based on cognitive behavioral therapy and motivation enhancement. The analysis was an intention-to-treat analysis using generalized estimating equation models, with a group by time interaction as the critical assessment.Results: We randomized 160 people (intervention n=81, control n=79). At three months, 35/81 (43%) intervention and 45/79 (57%) control participants provided follow-up data. In the intervention group, 51/81 (63%) completed at least one module. The only significant group by time interaction was for days out of role. The pre/post change effect sizes showed small changes (range d=0.14 to 0.40) favoring the intervention group for poly-drug use, distress, actual help-seeking, and days out of role. In contrast, the control group was favored by reductions in ATS use, improvements in quality of life, and increases in help-seeking intentions (range d=0.09 to 0.16). Conclusions: This Web-based intervention for ATS use produced few significant changes in outcome measures. There were moderate, but nonsignificant reductions in poly-drug use, distress, days partially out of role, and increases in help-seeking. However, high levels of participant attrition, plus low levels of engagement with the modules, preclude firm conclusions being drawn on the efficacy of the intervention and emphasize the problems of engaging this group of clients in a fully automated program
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Observations of total RONO2 over the boreal forest: NO x sinks and HNO3 sources
In contrast with the textbook view of remote chemistry where HNO 3 formation is the primary sink of nitrogen oxides, recent theoretical analyses show that formation of RONO2 (ΣANs) from isoprene and other terpene precursors is the primary net chemical loss of nitrogen oxides over the remote continents where the concentration of nitrogen oxides is low. This then increases the prominence of questions concerning the chemical lifetime and ultimate fate of ΣANs. We present observations of nitrogen oxides and organic molecules collected over the Canadian boreal forest during the summer which show that ΣANs account for ∼20% of total oxidized nitrogen and that their instantaneous production rate is larger than that of HNO3. This confirms the primary role of reactions producing ΣANs as a control over the lifetime of NOx (NOx =NO+NO2) in remote, continental environments. However, HNO 3 is generally present in larger concentrations than ΣANs indicating that the atmospheric lifetime of ΣANs is shorter than the HNO3 lifetime. We in-vestigate a range of proposed loss mechanisms that would explain the inferred lifetime of ΣANs finding that in combination with deposition, two processes are consistent with the observations: (1) rapid ozonolysis of isoprene nitrates where at least ∼40% of the ozonolysis producs t ts release NOx from the carbon backbone and/or (2) hydrolysis of particulate organic nitrates with HNO3 as a product. Implications of these ideas for our understanding of NOx and NOy budget in remote and rural locations are discussed. © Author(s) 2013
A Model of Basic Surgical Skills Course to Supplement the Training of Foundation-Year Doctors by Efficient Use of Local Resources
INTRODUCTION: This study investigates the efficiency of teaching basic surgical skills to foundation-year doctors and medical students by using local resources. METHODS: A course comprising 4 workshops, once a week, of 3 hours duration per session was delivered using local education center facilities and using the local faculty of consultants and surgical trainees. Teaching methods include practical skill stations supplemented with short didactic lectures and group discussion. Precourse and postcourse assessments were completed by candidates and analyzed to measure outcomes of the course both subjectively and objectively. RESULTS: A total number of 20 participants completed the course. On completion of the course, (1) participants' theoretical knowledge improved significantly (p < 0.0001), as measured by multiple-choice questions, and scores improved by 35% (mean 44%, standard deviation = 16%) before the course compared to (mean = 79%, standard deviation = 13) after the course; (2) the level of confidence in knowledge and skills was measured by a questionnaire on a scale of 1 to 5, and there was a significant (p < 0.0001) improvement on postcourse assessment (mean difference = 1.5, 95% CI: 0.7-2.4); and (3) practical skills such as suture position, knot tying, and wound apposition significantly improved after the course, χ(2) (2) = 16, p < 0.001; χ(2) (2) = 18, p < 0.001; and χ(2) (2) = 22, p < 0.0001, respectively. CONCLUSION: Effective delivery of basic surgical skills to foundation-year doctors by using local resources can be achieved at low cost
Male Circumcision in the General Population of Kisumu, Kenya: Beliefs about Protection, Risk Behaviors, HIV, and STIs
Using a population-based survey we examined the behaviors, beliefs, and HIV/HSV-2 serostatus of men and women in the traditionally non-circumcising community of Kisumu, Kenya prior to establishment of voluntary medical male circumcision services. A total of 749 men and 906 women participated. Circumcision status was not associated with HIV/HSV-2 infection nor increased high risk sexual behaviors. In males, preference for being or becoming circumcised was associated with inconsistent condom use and increased lifetime number of sexual partners. Preference for circumcision was increased with understanding that circumcised men are less likely to become infected with HIV
Parity Doubling and the S Parameter Below the Conformal Window
We describe a lattice simulation of the masses and decay constants of the
lowest-lying vector and axial resonances, and the electroweak S parameter, in
an SU(3) gauge theory with and 6 fermions in the fundamental
representation. The spectrum becomes more parity doubled and the S parameter
per electroweak doublet decreases when is increased from 2 to 6,
motivating study of these trends as is increased further, toward the
critical value for transition from confinement to infrared conformality.Comment: 4 pages, 5 figures; to be submitted to PR
IL-17A induces Pendrin expression and chloride-bicarbonate exchange in human bronchial epithelial cells
The epithelium plays an active role in the response to inhaled pathogens in part by responding to signals from the immune system. Epithelial responses may include changes in chemokine expression, increased mucin production and antimicrobial peptide secretion, and changes in ion transport. We previously demonstrated that interleukin-17A (IL-17A), which is critical for lung host defense against extracellular bacteria, significantly raised airway surface pH in vitro, a finding that is common to a number of inflammatory diseases. Using microarray analysis of normal human bronchial epithelial (HBE) cells treated with IL-17A, we identified the electroneutral chloride-bicarbonate exchanger Pendrin (SLC26A4) as a potential mediator of this effect. These data were verified by real-time, quantitative PCR that demonstrated a time-dependent increase in Pendrin mRNA expression in HBE cells treated with IL-17A up to 48 h. Using immunoblotting and immunofluorescence, we confirmed that Pendrin protein expression is increased in IL-17 treated HBE cells and that it is primarily localized to the mucosal surface of the cells. Functional studies using live-cell fluorescence to measure intracellular pH demonstrated that IL-17A induced chloride-bicarbonate exchange in HBE cells that was not present in the absence of IL-17A. Furthermore, HBE cells treated with short interfering RNA against Pendrin showed substantially reduced chloride-bicarbonate exchange. These data suggest that Pendrin is part of IL-17A-dependent epithelial changes and that Pendrin may therefore be a therapeutic target in IL-17A-dependent lung disease. © 2014 Adams et al
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