Day-to-day lives are affected globally by the epidemic coronavirus 2019. With an increasing number of positive cases, India has now become a highly affected country. Chronic diseases affect individuals with no time identification and impose a huge disease burden on society. In this article, an Efficient Recurrent Neural Network with Ensemble Classifier is built using VGG-16 and Alexnet with weighted model to predict disease and its level. The dataset is partitioned randomly into small subsets by utilizing mean-based splitting method. Various (...) models of classifier create a homogeneous ensemble by utilizing an accuracy-based weighted aging classifier ensemble, which is a weighted model’s modification. Two state of art methods such as Graph Sequence Recurrent Neural Network and Hybrid Rough-Block-Based Neural Network are used for comparison with respect to some parameters such as accuracy, precision, recall, f1-score, and relative absolute error. As a result, it is found that the proposed ERNN-EC method accomplishes accuracy of 95.2%, precision of 91%, recall of 85%, F1-score of 83.4%, and RAE of 41.6%. (shrink)

Background: Little is known about U.S. healthcare provider views and practices regarding evidence, counseling, and shared decision-making about in-hospital versus out-of-hospital birth settings. Methods: We conducted 19 in-depth, semistructured, qualitative interviews of eight obstetricians, eight midwives, and three pediatricians from across the United States. Interviews explored healthcare providers’ interpretation of the current evidence and their personal and professional experiences with childbirth within the existing medical, ethical, and legal context in the United States. Results: Themes emerged concerning risks and benefits, decision-making, (...) and patient-provider power dynamics. Collectively, the narratives illuminated fundamental ideological tensions between in- and out-of-hospital providers arising from divergent assignment of value to described risks and benefits. The majority of physicians focused on U.S.-specific data demonstrating increased neonatal morbidity and mortality associated with delayed access to hospital-based interventions, thereby justifying hospital birth as the standard of care. By contrast, midwives emphasized data demonstrating fewer interventions and superior maternal and neonatal outcomes in high-income European countries, where out-of-hospital birth is more common for low-risk birthing people. A key gap in counseling was revealed, as no interviewees offered anticipatory counseling regarding birth setting options. Providers directly and indirectly illustrated the propensity for asymmetric power relations between birth providers and pregnant people, especially in hospital settings. Conclusions: The narratives highlight the common goal of optimizing maternal and neonatal outcomes despite tensions arising from divergent prioritization of specific maternal and neonatal risks. Our findings suggest opportunities to foster collaboration and optimize outcomes via mutual respect and improved integration of care. (shrink)

Five-year-old children categorized as skilled versus unskilled counters were given verbal estimation and number word comprehension tasks with numerosities 20 – 120. Skilled counters showed a linear relation between number words and nonsymbolic numerosities. Unskilled counters showed the same linear relation for smaller numbers to which they could count, but not for larger number words. Further tasks indicated that unskilled counters failed even to correctly order large number words differing by a 2 : 1 ratio, whereas they performed well on (...) this task with smaller numbers, and performed well on a nonsymbolic ordering task with the same numerosities. These findings provide evidence that large, approximate numerosity representations become linked to number words around the time that children learn to count to those words reliably. (shrink)

Gilligan’s (1982) refinement of Kohlberg’s theory on moral development operates on two theses: (1) females, more so than males, reach moral decisions based on the personalities of the relevant individuals; and (2) female behaviors stemming from moral decisions are based upon “care” and “responsibility for others.” This article accepts the first thesis but argues that the second is incorrect. That is, self-interest—i.e., aiding “blood” kin and/or carefully monitoring reciprocity—rather than “altruism” is argued to be the operant dynamic in forging distaff (...) morality and resultant behavior. Six empirical examples are presented as contraindicative of Gilligan’s second thesis. Finally, it is suggested that selection for the psychological traits of independence and the mastery of subtle social chess yielded ancestral females who had more descendants—us—than did females with alternative profiles. (shrink)

Most naturalists think that the belief/desire model from Hume is the best framework for making sense of motivation. As Smith has argued, given that the cognitive state (belief) and the conative state (desire) are separate on this model, if a moral judgment is cognitive, it could not also be motivating by itself. So, it looks as though Hume and Humeans cannot hold that moral judgments are states of belief (moral cognitivism) and internally motivating (moral internalism). My chief claim is that (...) the details of Hume’s naturalistic philosophy of mind actually allow for a conjunction of these allegedly incompatible views. This thesis is significant, since readers typically have thought that Hume’s view that motivation is not produced by representations, coupled with his view that moral judgments motivate on their own, imply that moral judgments could never take the form of beliefs about, or representations of, the moral (virtue and vice). (shrink)

The Buddha’s final illness, brought on by his last meal prior to his death, was traditionally seen as one of a set of ailments suffered by him at various points during his lifetime. This paper looks at different Buddhist explications of the causes of these ailments and applies them to the episode of the Buddha’s final illness. In both instances, three explanatory strategies are detected: the first stresses the causative importance of the Buddha’s own negative karmic deeds in past lives; (...) the second looks to the negative deeds and karma of others than the Buddha; the third offers non-karmic explanations. The first two engendered two rather different kinds of j?taka stories; the last did not involve any j?takas but highlighted various kinds of ‘natural’ explanations. (shrink)

Dr. Toynbee is the author of A Study of History in ten volumes, on which he spent twenty-five years, and which has received very high praise from competent critics as well as much criticism. Of the present two books the first is based on the Gifford Lectures delivered in the University of Edinburgh in 1952–3, the second on the Hewett Lectures given in the United States in the Fall of 1955. As the two treat almost identical topics, the first more (...) fully than the second, it is intended here to give a summary of the doctrine contained in the two—mostly in the author’s own words—and then to add a few criticisms. (shrink)

Treatise 2.3.6, “Of the influence of the imagination on the passions,” provides a magnified view into the relationship between motivation, morality, and politics in Hume’s philosophy. Here, Hume analyzes a “noted passage” from the history of antiquity in which the citizens of fifth-century Athens deliberated over whether to burn the ships of their neighboring Grecians after winning a decisive naval victory against the Persians. Hume finds the passage notable precisely because of a failure of the imagination to exert an influence (...) on the Athenians’ passions during their deliberations, leading them to abstain from further military action. This paper discusses how Hume’s analysis of this event reveals new connections between his passional, moral, and political theories in the Treatise. (shrink)

This article examines the term “Radical Enlightenment” as a historiographical category through the lens of the philosophical work of Dorothea Christiane Erxleben (1715–1762), a keen advocate for women’s education and the first female medical doctor in Germany. The aim of the article is to develop a methodological framework that makes it possible to critically assess the radicalism of Erxleben’s philosophical position as it is presented in her highly systematic work Rigorous Investigation (1742). In the first part of the article, the (...) term “Radical Enlightenment” is briefly discussed in the German context. The second part is dedicated to articulating two methodological problems concerning the use of the term “radical” with regards to early feminist writings of the seventeenth and eighteenth centuries. The aim of this section is to develop a new approach to the classification of radical thinkers of this period. In the remaining three parts, this methodological approach is applied to the analysis of Erxleben’s views on equality and education, focusing on her call for women’s active participation in society. Finally, it is concluded that there is sufficient evidence to categorize vital parts of Erxleben’s philosophy as radical. (shrink)

Although it is common in liberal and progressive circles to scoff at the idea that the Unites States is “exceptional”—a derision driven by an admirable suspicion of the chauvinistic connotations of the exceptionalist view—doing so obscures a significant reality. The United States is different, or at least rather unusual, in its social, cultural, and geo-strategic circumstances, especially when compared to the nations of Europe from which it draws the core of its intellectual traditions. What's more, the critique of American exceptionalism (...) has acquired its own troublesome politics. “It is extremely dangerous to encourage people to see themselves as exceptional, whatever…. (shrink)