Miracle-dz/UniFAR-FTUs huggingface dataset:
Risk Assessment Among Incarcerated Male Domestic Violence Offenders

It is estimated that at least a third of incarcerated male offenders have committed domestic violence, but there is little research on risk assessment among such offenders. The authors tested the actuarial Ontario Domestic Assault Risk Assessment (ODARA), designed for frontline policing, with 150 incarcerated male domestic violence offenders followed for an average of 8 years (range = 0.1—10.6) and at risk for an average of 5 years (range = 0.0—10.5). The base rate of postrelease charges for domestic violence was 27%, and the mean ODARA score was 5.81 (SD = 2.06). The ODARA predicted domestic violence recidivism (relative operating characteristic area = .64) significantly better than a general risk assessment, the Level of Service Inventory, and in follow-ups as short as 6 months. The ODARA also predicted recidivism severity and survival. Better identification of victim—offender relationships and measuring psychopathy are challenges for future research.
Hyperspectral image classification using two-channel deep convolutional neural network

Performance of hyperspectral image classification depends on feature extraction. Compared with conventional hand-crafted feature extraction, deep learning can learn feature with more discriminative information. In this paper, a two-channel deep convolutional neural network (Two-CNN) is proposed to learn jointly spectral-spatial feature from hyperspectral image. The proposed model is composed of two channels of CNN, each of which learns feature from spectral domain and spatial domain respectively. The learned spectral feature and spatial feature are then concatenated and fed to fully connected layer to extract joint spectral-spatial feature for classification. When number of training samples is limited, we propose to train the deep model using transfer learning to improve the performance. Low-layer and mid-layer features of the deep model are learned and transferred from other scenes, only top-layer feature is learned using the limited training samples of the current scene. Experiment results on real data demonstrate the effectiveness of the proposed method.
Stress Fields of the Overriding Plate at Convergent Margins and Beneath Active Volcanic Arcs

Tectonic stress fields in the overriding plate at convergent plate margins are complex and vary on local to regional scales. Volcanic arcs are a common element of overriding plates. Stress fields in the volcanic arc region are related to deformation generated by subduction and to magma generation and ascent processes. Analysis of moment tensors of shallow and intermediate depth earthquakes in volcanic arcs indicates that the seismic strain field in the arc region of many convergent margins is subhorizontal extension oriented nearly perpendicular to the arc. A process capable of generating such a globally consistent strain field is induced asthenospheric corner flow below the arc region.
Comparative Analysis of Intrusion Detection Approaches

Information security is a serious issue especially in present age because a solo attack may cause a big harm in computer and network systems. Several intrusion detection approaches exist to tackle this critical issue but the problem is which one is more suitable in the field of intrusion. Further, these approaches are used in intrusion detection systems. Therefore, in this paper, we evaluated them so that a suitable approach may be advised to intrusion detection systems. This work describes the concepts, tool and methodology being used for evaluation analysis of different intrusion detection approaches using multi-criteria decision making technique. Moreover, conclusion on results is made and direction for future works is presented.
Mail that Feeds the Family: Popular Correspondence and Official Literacy Campaigns

Abstract This paper contributes towards revealing the ‘gap’ that exists between what Peruvian literacy campaigns seek for ‘illiterates’ and what these ‘illiterates’ actually need. Although the discourse of recent governmental literacy programmes stresses the need to take into account the illiterates agency during the whole process, the neoliberal view of development and the idea of an autonomous model of literacy end up building an identity of the ‘literate’ based on hegemonic interests. The paper will compare this contradictory discourse with a case study of a bilingual Quechua and Spanish-speaking woman who only attended one year of schooling – and is probably conceived of as a ‘functional illiterate’ by the State – but has managed to position Spanish literacy practices within the core of her identity as a mother and a grandmother. The analysis of a literacy event within a context of migration will reveal how literacy appropriation may be related to cultural transmission and to affection.
Soluble ST2 Levels and Left Ventricular Structure and Function in Patients With Metabolic Syndrome

Background A biomarker that is of great interest in relation to adverse cardiovascular events is soluble ST2 (sST2), a member of the interleukin family. Considering that metabolic syndrome (MetS) is accompanied by a proinflammatory state, we aimed to assess the relationship between sST2 and left ventricular (LV) structure and function in patients with MetS. Methods A multicentric, cross-sectional study was conducted on180 MetS subjects with normal LV ejection fraction as determined by echocardiography. LV hypertrophy (LVH) was defined as an LV mass index greater than the gender-specific upper limit of normal as determined by echocardiography. LV diastolic dysfunction (DD) was assessed by pulse-wave and tissue Doppler imaging. sST2 was measured by using a quantitative monoclonal ELISA assay. Results LV mass index (β=0.337, P<0.001, linear regression) was independently associated with sST2 concentrations. Increased sST2 was associated with an increased likelihood of LVH [Exp (B)=2.20, P=0.048, logistic regression] and increased systolic blood pressure [Exp (B)=1.02, P=0.05, logistic regression]. Comparing mean sST2 concentrations (adjusted for age, body mass index, gender) between different LV remodeling patterns, we found the greatest sST2 level in the group with concentric hypertrophy. There were no differences in sST2 concentration between groups with and without LV DD. Conclusions Increased sST2 concentration in patients with MetS was associated with a greater likelihood of exhibiting LVH. Our results suggest that inflammation could be one of the principal triggering mechanisms for LV remodeling in MetS.
Legitimacy as a Social Process

To gain an in-depth understanding of legitimacy as a general social process, we review contemporary approaches to legitimacy within two areas of sociology: social psychology and organizations. A comparison of these distinct approaches allows us to explain the process, both in implicit and explicit ways at different levels of analysis, through which a social object is construed as legitimate. This comparison also suggests four stages in the process by which new social objects, both individual (worthy/unworthy individuals) and collective (organizational forms), gain legitimation: innovation, local validation, diffusion, and general validation. We then show how legitimation of the status quo—that is, the acceptance of widespread consensual schemas/beliefs in the larger society—often fosters the stability of nonoptimal actions and practices that are created as a result of these new individual and collective social objects. Finally, we discuss how consensual beliefs such as status beliefs and cultural capital .
Higher Working Memory Predicts Slower Functional Decline in Autopsy-Confirmed Alzheimer's Disease

Background: There is heterogeneity in the pattern of early cognitive deficits in Alzheimer's disease (AD). However, whether the severity of initial cognitive deficits relates to different clinical trajectories of AD progression is unclear. Objective: To determine if deficits in specific cognitive domains at the initial visit relate to the rate of progression in clinical trajectories of AD dementia. Methods: 68 subjects from the National Alzheimer's Coordinating Center database who had autopsy-confirmed AD as the primary diagnosis and at least 3 serial assessments a year apart, with a Mini-Mental State Examination (MMSE) score >15 and a Clinical Dementia Rating Scale-Global (CDR-G) score ≤1 at the initial visit were included. A mixed regression model was used to examine the association between initial neuropsychological performance and rate of change on the MMSE and CDR Sum of Boxes. Results: Preservation of working memory, but not episodic memory, in the mild cognitive impairment and early dementia stages of AD relates to slower rate of functional decline. Discussion: These findings are relevant for estimating the rate of decline in AD clinical trials and in counseling patients and families. Improving working memory performance as a possible avenue to decrease the rate of functional decline in AD dementia warrants closer investigation.
Treatment of secondary hyperparathyroidism in kidney disease: what we know and do not know about use of calcimimetics and vitamin D analogs

There is a growing understanding of the pathophysiology of secondary hyperparathyroidism (SHPT) and a recent emergence of new agents for SHPT treatment in patients with advanced kidney disease. At the same time, appreciation that mineral metabolic derangements promote vascular calcification and contribute to excess mortality, along with recognition of potentially important “non-classical” actions of vitamin D, have prompted the nephrology community to reexamine the use of various SHPT treatments, such as activated vitamin D sterols, phosphate binders, and calcimimetics. In this review, the evidence for treatment of SHPT with calcimimetics and vitamin D analogs is evaluated, with particular consideration given to recent clinical trials that have reported encouraging findings with cinacalcet use. Additionally, several controversies in the pathogenesis and treatment of SHPT are explored. The proposition that calcitriol deficiency is a true pathological state is challenged, the relative importance of the vitamin D receptor and the calcium sensing receptor in parathyroid gland function is summarized, and the potential relevance of non-classical actions of vitamin D for patients with advanced renal disease is examined. Taken collectively, the balance of evidence now supports a treatment paradigm in which calcimimetics are the most appropriate primary treatment for SHPT in the majority of end stage renal disease patients, but which nevertheless acknowledges an important role for modest doses of activated vitamin D sterols.
Optimal Learning

Optimal learning addresses the problem of efficiently collecting information with which to make decisions. These problems arise in both offline settings (making a series of measurements, after which a decision is made) and online settings (the process of making a decision results in observations that change the distribution of belief about future observations). Optimal learning is an issue primarily in applications where observations or measurements are expensive. These include expensive simulations (where a single observation might take a day or more), laboratory sciences (testing a drug compound in a lab), and field experiments (testing a new energy saving technology in a building). This tutorial provides an introduction to this problem area, covering important dimensions of a learning problem and introducing a range of policies for collecting information.
The Role of Instructional Program Coherence in Beginning Elementary Teachers' Induction Experiences

This article draws on interview data to analyze how instructional program coherence in 7 elementary schools in 2 Michigan districts seemed to affect novice teachers' induction experiences. Of the 7 study participants, 4 were at schools that had adopted a common language arts framework and had opportunities to collaborate with colleagues and participate in professional development related to their schools' framework. Further, all of these teachers had principals who actively supported the common framework. In contrast, the other 3 study participants worked at schools that lacked a common language arts framework, and the quality of their induction experiences seemed lower than those of the first 4 teachers. We consider how district policy that related to the language arts curriculum, teacher assignment, and professional development seemed to affect both instructional program coherence in language arts at the study participants' schools and the quality of their induction experiences.
Cardiac Vagal Index Does Not Explain Age-Independent Maximal Heart Rate

Abstract Cardiac vagal tone (CVT), a key determinant of resting heart rate (HR), is progressively withdrawn with incremental exercise and nearly abolished at maximal effort. While maximal HR decreases with age, there remains a large interindividual variability of results for any given age. In the present study, we hypothesized that CVT does not contribute to age-independent maximal HR. Data were obtained from 1 000 (39±14 years old) healthy subjects (719 men) who were not taking medications affecting CVT or maximal HR performed a clinically normal and truly maximal cardiopulmonary exercise testing. CVT was estimated using the cardiac vagal index (CVI), a dimensionless ratio obtained by dividing 2 cardiac cycle durations – end of exercise and pre-exercise -, reflecting HR increases during a 4-s unloaded cycling test (a vagally-mediated response). Maximal HR was expressed as % of that predicted by age (208–0.7 × age (years)). Linear regression analyses identified that CVI can explain only 1% of the % age-predicted maximal HR variability with a high standard error of estimate (~6.3%), indicating the absence of a true physiological cause-effect relationship. In conclusion, the influence of CVI on % of age-predicted maximal HR is null in healthy subjects, suggesting distinct physiological mechanisms and potential clinical complementary role for these exercise-related variables.
N-cadherin is required for the polarized cell behaviors that drive neurulation in the zebrafish

Through the direct analysis of cell behaviors, we address the mechanisms underlying anterior neural tube morphogenesis in the zebrafish and the role of the cell adhesion molecule N-cadherin (N-cad) in this process. We demonstrate that although the mode of neurulation differs at the morphological level between amphibians and teleosts, the underlying cellular mechanisms are conserved. Contrary to previous reports, the zebrafish neural plate is a multi-layered structure, composed of deep and superficial cells that converge medially while undergoing radial intercalation, to form a single cell-layered neural tube. Time-lapse recording of individual cell behaviors reveals that cells are polarized along the mediolateral axis and exhibit protrusive activity. In N-cad mutants, both convergence and intercalation are blocked. Moreover, although N-cad-depleted cells are not defective in their ability to form protrusions, they are unable to maintain them stably. Taken together, these studies uncover key cellular mechanisms underlying neural tube morphogenesis in teleosts, and reveal a role for cadherins in promoting the polarized cell behaviors that underlie cellular rearrangements and shape the vertebrate embryo.
Personal, Interpersonal, and Political Temperaments

Are political liberals generous? Are political conservatives conscientious? Are generous people personally agreeable? Research in behavioral genetics and elsewhere increasingly indicates a biological basis for the manner in which people behave in personal, interpersonal, and political situations, but this biological basis does not mean behavior in these three very different contexts is correlated. In this article, using an original data set obtained from nearly three hundred subjects, the authors are able to test for the degree to which personal, interpersonal, and political temperaments are related. As expected, the overall correlations are quite low. Standard personality traits do not predict political attitudes, and neither political attitudes nor personality predicts the extent to which subjects are generous in interpersonal situations. Human behavior is partially biological, but the systems involved in shaping political behavior seem to be largely but not completely distinct from those involved in shaping personal and interpersonal behavior.
The Interplay of Creativity, Imagination, Personality Traits, and Academic Performance

Three separate studies were conducted to examine the combined effects of creativity, imagination, and personality traits on the academic performance of design students. Both parallel analysis and exploratory factor analysis were conducted in Study 1 to determine the appropriate structure of the Creativity Capability Scale in a sample of 148 university students. A two-factor structure, with explained variables of 50.02%, identified originality and flexibility dimensions of creativity. A confirmatory factor analysis was conducted in Study 2 to confirm the established structure of the Creativity Capability Scale in a sample of 436 university design students. Additionally, we also confirmed the structures of the Imaginative Capability Scale and the Big-Five Mini-Markers using the same sample. The analyses of composite reliability and construct validity gave good support to all the scales employed in this study. Study 3 then tested the combined effects on academic performance in a sample of 429 design students. Student performance was measured with grade point average. The hypothesis of Study 3—that conceiving imagination played a mediator role between creativity/imagination/personality and academic performance—was partially supported. The data showed that flexibility had the strongest indirect effect on academic performance, followed by conscientiousness, initiating imagination, transforming imagination, and extroversion.
Social acceptance of children with mental retardation: Testing the contact hypothesis with an Italian sample

The purpose of this study was to explore the acceptance of peers with mental retardation (MR) in an Italian elementary school hosting a cluster of pupils with severe and profound MR. A similar school in which most pupils have little regular contact with children with disabilities participated for purposes of comparison. To assess social acceptance, we presented photographs of hypothetical children together with vignettes describing the protagonists’ social behaviour. Respondents indicated how likely they would be to include the hypothetical child in social activities and which of the adjectives on a checklist they would ascribe to the child. Although most of the participants responded that they would include the hypothetical child in most social activities, sociometrics revealed that ” ve of the six children with moderate disabilities who were integrated in the regular classes of both schools were rejected socially.
Prophylactic effect of ephedrine to reduce hemodynamic changes associated with anesthesia induction with propofol and remifentanil

Background: One of the complications of anesthesia induction with propofol is a substantial decrease in arterial blood pressure and heart rate (HR), which can be intensified by adding remifentanil. This study aimed to assess the prophylactic effects of two doses of ephedrine to control the hypotension and bradycardia caused by anesthesia induced with propofol and remifentanil. Materials and Methods: A total of 150 patients candidate for short-term minor elective orthopedic and ophthalmic surgery under general anesthesia were randomized to three groups receiving normal saline, low dose ephedrine (0.07 mg/kg) or high dose ephedrine (0.15 mg/kg). Anesthesia was induced in all groups with propofol 2.5 mg/kg and remifentanil 3 μg/kg. No neuromuscular blocking agent was used. Patients’ hemodynamic status was assessed in the following four steps: Immediately before, 2 min after induction of anesthesia, as well as 1 and 5 min after intubation. Results: A total of 143 patients consisting of 46 patients in the low dose ephedrine (0.07 mg/kg) group, 49 patients in the high dose ephedrine (0.15 mg/kg) group and 48 controls completed the trial. In all three groups, after induction of anesthesia, significant decreases occurred in the mean systolic, diastolic and mean arterial pressures, as well as in the mean HR. This decline was highest in the control group and lowest in the high dose ephedrine (0.15 mg/kg) group. Conclusion: Our findings suggest that the administration of high dose ephedrine (0.15 mg/kg) may have a significant effect in preventing hypotension and bradycardia after anesthesia induction with propofol and remifentanil.
Calcium-dependent Binding of HCN1 Channel Protein to Hair Cell Stereociliary Tip Link Protein Protocadherin 15 CD3*

The cytoplasmic amino terminus of HCN1, the primary full-length HCN isoform expressed in trout saccular hair cells, was found by yeast two-hybrid protocols to bind the cytoplasmic carboxyl-terminal domain of a protocadherin 15a-like protein. HCN1 was immunolocalized to discrete sites on saccular hair cell stereocilia, consistent with gradated distribution expected for tip link sites of protocadherin 15a. HCN1 message was also detected in cDNA libraries of rat cochlear inner and outer hair cells, and HCN1 protein was immunolocalized to cochlear hair cell stereocilia. As predicted by the trout hair cell model, the amino terminus of rat organ of Corti HCN1 was found by yeast two-hybrid analysis to bind the carboxyl terminus of protocadherin 15 CD3, a tip link protein implicated in mechanosensory transduction. Specific binding between HCN1 and protocadherin 15 CD3 was confirmed with pull-down assays and surface plasmon resonance analysis, both predicting dependence on Ca2+. In the presence of calcium chelators, binding between HCN1 and protocadherin 15 CD3 was characterized by a KD = 2.39 × 10-7 m. Ca2+ at 26.5-68.0 μm promoted binding, with KD = 5.26 × 10-8 m (at 61 μm Ca2+). Binding by deletion mutants of protocadherin 15 CD3 pointed to amino acids 158-179 (GenBank™ accession number XP_238200), with homology to the comparable region in trout hair cell protocadherin 15a-like protein, as necessary for binding to HCN1. Amino terminus binding of HCN1 to HCN1, hypothesized to underlie HCN1 channel formation, was also found to be Ca2+-dependent, although the binding was skewed toward a lower effective maximum [Ca2+] than for the HCN1 interaction with protocadherin 15 CD3. Competition may therefore exist in vivo between the two binding sites for HCN1, with binding of HCN1 to protocadherin 15 CD3 favored between 26.5 and 68 μm Ca2+. Taken together, the evidence supports a role for HCN1 in mechanosensory transduction of inner ear hair cells.
The Humanistic Psychology of Human Evil: Ernest Becker and Arthur Koestler

Little effort has been made in psychology and psychiatry to study pathologies that afflict, not the aberrant neurotic or psychotic individual or social group, but the greater population of the psychologically normal. A study of such “universal pathologies” requires a focus on the “evil of banality,” and not the more restricted “banality of evil. ” Where the latter phrase was used by Hannah Arendt to refer to the psychological normality of delimited groups of individuals who perpetrate evil (specifically, Nazi leaders during the Holocaust), the “evil of banality” refers to pathologies of normality—to the psychological constitution of the average person that predisposes him or her to participate in aggression and destruction. The article begins by summarizing conclusions reached in the author's The Pathology of Man: A Study of Human Evil (Charles C. Thomas, 2005). This study provides an up-to-date frame of reference within which are discussed the complementary and insightful observations concerning human evil made by two psychologically oriented humanists, Ernest Becker and Arthur Koestler.