2,131 research outputs found

    Michigan: Baseline Report - State Level Field Network Study of the Implementation of the Affordable Care Act

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    This report is part of a series of 21 state and regional studies examining the rollout of the ACA. The national network -- with 36 states and 61 researchers -- is led by the Rockefeller Institute of Government, the public policy research arm of the State University of New York, the Brookings Institution, and the Fels Institute of Government at the University of Pennsylvania.Michigan has taken a mixed approach to implementing the Patient Protection and Affordable Care Act (ACA). It very nearly became the first state led entirely by Republicans to create a health insurance exchange as part of the ACA. Instead, Michigan was one of the more than thirty states to default to a federally run exchange. The state decided to adopt the Medicaid expansion, but with a delayed start date of April 2014

    Ghrelin axis genes, peptides and receptors : recent findings and future challenges

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    The ghrelin axis consists of the gene products of the ghrelin gene (GHRL), and their receptors, including the classical ghrelin receptor GHSR. While it is well-known that the ghrelin gene encodes the 28 amino acid ghrelin peptide hormone, it is now also clear that the locus encodes a range of other bioactive molecules, including novel peptides and non-coding RNAs. For many of these molecules, the physiological functions and cognate receptor(s) remain to be determined. Emerging research techniques, including proteogenomics, are likely to reveal further ghrelin axis-derived molecules. Studies of the role of ghrelin axis genes, peptides and receptors, therefore, promises to be a fruitful area of basic and clinical research in years to come

    A sufficient condition for the existence of an anti-directed 2-factor in a directed graph

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    Let D be a directed graph with vertex set V and order n. An anti-directed hamiltonian cycle H in D is a hamiltonian cycle in the graph underlying D such that no pair of consecutive arcs in H form a directed path in D. An anti-directed 2-factor in D is a vertex-disjoint collection of anti-directed cycles in D that span V. It was proved in [3] that if the indegree and the outdegree of each vertex of D is greater than (9/16)n then D contains an anti-directed hamilton cycle. In this paper we prove that given a directed graph D, the problem of determining whether D has an anti-directed 2-factor is NP-complete, and we use a proof technique similar to the one used in [3] to prove that if the indegree and the outdegree of each vertex of D is greater than (24/46)n then D contains an anti-directed 2-factor

    A VLA Survey For Faint Compact Radio Sources in the Orion Nebula Cluster

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    We present Karl G. Janksy Very Large Array (VLA) 1.3 cm, 3.6 cm, and 6 cm continuum maps of compact radio sources in the Orion Nebular Cluster. We mosaicked 34 square arcminutes at 1.3 cm, 70 square arcminutes at 3.6 cm and 109 square arcminutes at 6 cm, containing 778 near-infrared detected YSOs and 190 HST-identified proplyds (with significant overlap between those characterizations). We detected radio emission from 175 compact radio sources in the ONC, including 26 sources that were detected for the first time at these wavelengths. For each detected source we fit a simple free-free and dust emission model to characterize the radio emission. We extrapolate the free-free emission spectrum model for each source to ALMA bands to illustrate how these measurements could be used to correctly measure protoplanetary disk dust masses from sub-millimeter flux measurements. Finally, we compare the fluxes measured in this survey with previously measured fluxes for our targets, as well as four separate epochs of 1.3 cm data, to search for and quantify variability of our sources.Comment: 13 pages, 6 figures, 4 tables, ApJ, in pres

    Few-Shot Bayesian Imitation Learning with Logical Program Policies

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    Humans can learn many novel tasks from a very small number (1--5) of demonstrations, in stark contrast to the data requirements of nearly tabula rasa deep learning methods. We propose an expressive class of policies, a strong but general prior, and a learning algorithm that, together, can learn interesting policies from very few examples. We represent policies as logical combinations of programs drawn from a domain-specific language (DSL), define a prior over policies with a probabilistic grammar, and derive an approximate Bayesian inference algorithm to learn policies from demonstrations. In experiments, we study five strategy games played on a 2D grid with one shared DSL. After a few demonstrations of each game, the inferred policies generalize to new game instances that differ substantially from the demonstrations. Our policy learning is 20--1,000x more data efficient than convolutional and fully convolutional policy learning and many orders of magnitude more computationally efficient than vanilla program induction. We argue that the proposed method is an apt choice for tasks that have scarce training data and feature significant, structured variation between task instances.Comment: AAAI 202

    The Necessity of Global Standardization Guidelines for Space Travel

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    This study explored the interest in global standardization guidelines for space travel. Due to the lack of accepted minimum international standards and commercialized space travel guidelines, there is a need to explore the feasibility of developing of an agency or clearinghouse for the standardization of certifications, requirements, and ethical standards for space travel between global governments and private entities. This study employed a two-round Delphi design to investigate the need to establish and prioritize such guidelines. The findings yielded from this study provide guidance on how an agency or clearinghouse is needed and could potentially aid in developing such guidelines. The study included the prioritization of issues relevant to the establishment of guidelines to regulate human space travel. Twenty-nine global experts from 10 different nations participated in this research study. The results of this study include quantitative and qualitative data, which were collected in the two rounds of the Delphi study. As a result of this study\u27s findings, industry decision-makers may become more knowledgeable of issues concerning consensus on safety concerns regarding human spaceflight
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