cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21820776
title: Supplementary Material for: Racial and Ethnic Differences in Chronic Kidney Disease and Its Risk Factors among Asian-Americans and Pacific Islanders in Hawaii

description: <b><i>Background:</i></b> Several studies suggest that Asian-American and Native Hawaiian and Other Pacific Islander (NHOPI) racial/ethnic groups have a heightened risk of chronic kidney disease (CKD), but provide limited inference due to the aggregation of these groups into a single racial/ethnic category. We thus examined the association of granularly defined racial/ethnic groups with specific CKD indicators among a diverse group of participants from the National Kidney Foundation of Hawaii’s Kidney Early Detection Screening (KEDS) Program. <b><i>Methods:</i></b> Among 1,243 participants enrolled in 19 KEDS screening events over 2006–2009, we examined the association between Asian-American and NHOPI groups and specific CKD indicators, defined as self-reported CKD, microalbuminuria, and macroalbuminuria, using multivariable logistic regression. We then examined associations of race/ethnicity with various CKD risk factors. <b><i>Results:</i></b> The most predominant racial/ethnic groups were White (22.0%), Multiracial (18.9%), Japanese (19.2%), Filipino (13.4%), NHOPI (8.4%), and Chinese (4.5%) participants. NHOPI and Chinese participants had a higher risk of microalbuminuria (adjusted ORs [aORs] [95% CIs] 2.48 [1.25–4.91] and 2.37 [1.07–5.27], respectively), while point estimates for all other minority groups suggested higher risk (reference: Whites). NHOPI participants also had a higher risk of macroalbuminuria and self-reported CKD. While most minorities had a higher risk of diabetes and hypertension, NHOPI and Multiracial participants had a higher risk of obesity, whereas the East Asian groups had a lower risk. <b><i>Conclusions:</i></b> In this community-based cohort, compared with Whites, Asian-Americans had a higher risk of early CKD indicators, whereas NHOPIs had a higher risk of more severe CKD indicators. Further studies are needed to elucidate the distinct pathways leading to CKD across diverse racial/ethnic groups in Hawaii.
DOI: 10.6084/m9.figshare.21821556
title: Supplementary Material for: Diagnostic Performance of Endocytoscopy for Esophageal Eosinophilia

description: <b><i>Introduction:</i></b> Eosinophils in the esophageal epithelium are unevenly distributed in eosinophilic esophagitis (EoE). Esophageal eosinophilia (EE) may be observable by endocytoscopy (EC). This study aimed to evaluate the diagnostic performance of EC for the diagnosis of EE. <b><i>Methods:</i></b> A total of 33 EoE patients underwent EC with methylene blue staining from March 2020 to April 2021. A total of 194 EC images with corresponding biopsies were obtained. Three findings of EC, increased squamous cells (item I), increased inflammatory cells (item II), and cells with bilobed nuclei (item III), were established. These findings were reviewed by two endoscopists to diagnose EE. Another four endoscopists reviewed the images for interobserver agreement. <b><i>Results:</i></b> When all three items were met by EC, the sensitivity and the accuracy for the diagnosis of EE were 88% and 76%, respectively. The integrated diagnostic odds ratios (ORs) for the diagnosis of EE of the four endoscopists were significant (OR: 3.98, 95% CI: 2.94–5.40, <i>p</i> &lt; 0.001). The results were similar when only item III was met. Interobserver agreement was good for item III to diagnose EE (kappa value = 0.653). <b><i>Discussion/Conclusion:</i></b> The diagnostic performance of EC for EE is acceptable and has good interobserver agreement. It may be useful for targeted biopsy in EoE patients.
DOI: 10.5281/zenodo.6504032
title: Neural Bug Detectors, Comparable to Software Developers?

description: Artifact for "Neural Bug Detectors, Comparable to Software Developers?" <strong>Abstract:</strong> Debugging, that is, identifying and fixing bugs in software, is a central part of software development. Developers are therefore often confronted with the task of deciding whether a given code snippet contains a bug, and if yes, where. Recently, data-driven methods have been employed to <em>learn</em> this task of bug detection, resulting (amongst others) in so called <em>neural bug detectors</em>. Neural bug detectors are trained on millions of buggy and correct code snippets. Given the "neural learning" procedure, it seems likely that neural bug detectors -- on the specific task of finding bugs -- have a performance similar to human software developers. For this work, we set out to substantiate or refute such a hypothesis. We report on the results of an empirical study with over 100 software developers, targeting the comparison of humans and neural bug detectors. As detection task, we chose a specific form of bugs (variable misuse bugs) for which neural bug detectors have recently made significant progress. Our study shows that despite the fact that neural bug detectors see millions of such examples during training, software developers -- when conducting bug detection as a majority decision -- are slightly better than neural bug detectors.Altogether, we find a large overlap in the performance, both for classifying code as buggy and for localizing the buggy line in the code. In comparison to developers, one of the two evaluated neural bug detectors, however, raises a higher number of false alarms. <strong>Content: </strong>This artifact contains our study results (in anonymized form). This includes: Answers given by the participants (+ demographics) Evaluation results of the two evaluated neural bug detectors The web interface to survey the participants All scripts used for producing the figures in the paper
DOI: 10.6084/m9.figshare.21820683
title: Supplementary Material for: Localized Bullous Pemphigoid in a Patient with Acquired Reactive Perforating Collagenosis

description: A 61-year-old man presented with 6-month and 5-day histories of multiple, pruritic nodular eruptions on the trunk and extremities and bullous eruptions on the left foot, respectively. The nodular eruptions had been treated with topical corticosteroids without improvement. He had been diagnosed with diabetes mellitus at the age of 42 years and had been suffering from end-stage renal disease for 1 year. Physical examination revealed scattered violet-brown papules and nodules on the trunk and extremities, many of which had central umbilicated necrosis or keratin plugs. Additionally, two tense bullae and five erosions were noted on the dorsal aspect of the left foot. Laboratory tests showed elevated levels of serum anti-bullous pemphigoid (BP)180 antibody. Histopathological findings of a nodule and a bulla were compatible with those of acquired reactive perforating collagenosis (ARPC) and BP, respectively. The papular and nodular lesions were diagnosed as ARPC, while bullous and erosive lesions were diagnosed as localized BP. The present case, together with previously reported cases of coexisting generalized BP and ARPC, suggests that coexistence of BP, regardless of whether generalized or localized, is significantly associated with ARPC.
DOI: 10.3886/e119844v1
title: Data and Code for: "The Labor Market for Teachers Under Different Pay Schemes"

description: Compensation of most US public school teachers is rigid and solely based on seniority. This paper studies the effects of a reform that gave school districts in Wisconsin full autonomy to redesign teacher pay schemes. Following the reform some districts switched to flexible compensation. Using the expiration of pre-existing collective-bargaining agreements as a source of exogenous variation in the timing of changes in pay, I show that the introduction of flexible pay raised salaries of high-quality teachers, increased teacher quality (due to the arrival of high-quality teachers from other districts and increased effort), and improved student achievement.
description: Wisconsin Public School Teachers.
DOI: 10.5281/zenodo.7154729
title: Code and data for N Le et. al "Scalable and robust quantum computing on qubit arrays with fixed coupling"

description: Simulation code and data used in N Le et. al "Scalable and robust quantum computing on qubit arrays with fixed coupling."
DOI: 10.6084/m9.figshare.20459784
title: URDEdataset

description: This data set can be used to train machine learning models for dust identification and segmentation. It includes road dust images, hand annotated images of dust cloud, segmentation masks and dust particle mesurements relavant to selected images.
DOI: 10.1285/i20705948v14n1p167
title: Generalized Quasi Lindley Distribution: Theoretical Properties, Estimation Methods, and Applications

description: In this paper, we introduce a new continuous distribution of two parameterscalled as a generalized Quasi Lindley distribution (GQLD). The GQLD is asum of two independent Quasi Lindley distributed random variables. Compre-hensive statistical properties of the GQLD are provided in closed forms includesmoments, reliability analysis, stochastic ordering, stress-strength reliability, andthe distribution of order statistics. The parameters of the new distribution areestimated by the maximum likelihood, maximum product of spacings, ordinaryleast squares, weighted least squares, Cramer-von-Mises, and Anderson-Darlingmethods are considered. A simulation study is conducted to investigate theeciency of the proposed estimators and applications to real data sets are pro-vided.
DOI: 10.13026/v1jk-ax96
title: 2018 IEEE BHI and BSN Data Challenge

description: In collaboration with the IEEE Conference on Biomedical and Health Informatics
(BHI) 2018 and the IEEE Conference on Body Sensor Networks (BSN), we are
hosting a challenge to explore real clinical questions in critically ill
patients using the MIMIC-III database. Participants in the challenge will be
invited to present at the BHI & BSN Annual Conference in Las Vegas, USA (4-7
March 2018): <https://bhi-bsn.embs.org/2018/>
DOI: 10.18112/openneuro.ds004109.v1.0.0
title: Emotional learning retroactively promotes memory integration through rapid neural reactivation and reorganization
DOI: 10.18462/iir.icr.2019.1321
title: Multi-input multi-output (MIMO) artificial neural network (ANN) models applied to economized [s]croll compressors.
DOI: 10.5281/zenodo.4621375
title: Land cover and change thematic and validation datasets for selected African, Caribbean and Pacific areas

description: Natural resources are increasingly being threatened in the world. Threats to biodiversity and human well-being pose enormous challenges to many vulnerable areas. Effective monitoring and protection of sites with strategic conservation importance require timely monitoring with special focus on certain land cover classes which are especially vulnerable. Larger ecological zones and wildlife corridors warrant monitoring as well, as these areas have an even higher degree of pressure and habitat loss as they are not “protected” compared to Protected Areas (i.e. National Parks). To address such a need, a satellite-imagery-based monitoring workflow to cover at-risk areas was developed. During the program’s first phase, a total of 560 442 km<sup>2</sup> area in sub-Saharan Africa was covered. In this update we remapped some of the areas with the latest satellite images available, and in addition we added some new areas to be mapped. Thus, in this version we updated and mapped an additional 852 025km<sup>2</sup> in the Caribbean, African and Pacific regions with up to 32 land cover classes. Medium to high spatial resolution satellite imagery was used to generate dense time series data from which the thematic land cover maps were derived. Each map and change map were fully verified and validated by an independent team to achieve our strict data quality requirements. Further details regarding the sites selection, mapping and validation procedures are described in the corresponding publication: Szantoi, Zoltan; Brink, Andreas; Lupi, Andrea (2021): An update and beyond: key landscapes for conservation land cover and change monitoring, thematic and validation datasets for the African, Caribbean and Pacific region (in review, Earth System Science Data/). Data format: vector (shapefile, polygon - LC/LCC dataset), vector (shapefile, point - validation dataset),<br> Geographic Coordinate System (LC/LCC dataset): World Geodetic System 1984 (EPSG:4326) and its datum (EPSG:6326),<br> Minimum mapping unit: 3ha for land cover and 0.5ha for land cover change<br> Land cover/change dataset attributes:<br> [map_codeA] - dichotomous level,<br> [map_code} - modular level,<br> [class_name] - corresponding modular class name.<br> Validation dataset attributes (not all are present):<br> [plaus200X] - corresponding class for the change map (i.e. 2000), modular level<br> [plaus200Xr] - corresponding class for the change map (i.e. 2000), aggregated classes<br> [plaus20XX] - corresponding class for the land cover map (i.e. 2015), modular level<br> [plaus20XXr] - corresponding class for the land cover map (i.e. 2015), aggregated classes<br> The naming of all attributes follow the same structure in all shapefiles - see Table 2 Dichotomous and Modular thematic land cover/use classes and in the "3.5 Validation dataset production" section in the corresponding publication.
description: Individual KLC datasets can be downloaded, please see the Related/alternate identifiers section for more information.
DOI: 10.5281/zenodo.4737438
title: Drivers of uncertainty in future projections of MJO teleconnections: Data for figures

description: This dataset contains data that can be used to reproduce the figures in<br> Jenney et al., (2021) "Drivers of uncertainty in future projections of MJO teleconnections". Most of the files are Matlab structures as described below I. Output from linear baroclinic model (LBM): Geopotential height at 500 hPa<br> description: LBM output for experiments with control MJO and varied <br> mean states<br> name: "z500_&lt;model_name&gt;.mat"<br> format: matlab structure "out" with <br> fields: <br> ThVh (historical dry static energy & historical winds)<br> ThVs (historical dry static energy & future winds)<br> TsVh (future dry static energy & historical winds)<br> TsVs (future dry static energy & future winds)<br> dimensions:<br> [30 x 128 x 64 x 59] = <br> [ensemble member x lon x lat x simulation day] II. Output from linear baroclinic model (LBM) for MJO perturbed experiments<br> name: "&lt;EXPERIMENT&gt;_z500_&lt;model&gt;.mat"<br> experiments: <br> EAST20: 20-degree eastward shifted thermal forcing<br> MEDIUM: lower bound of increased prop. speed experiment<br> FAST: upper bound of increased prop. speed experiment<br> WAVENO: perturbed wavenumber experiment (decreased wavenumber)<br> format, fields, & dimensions: files with format identical to I III. Linearized Rossby wave source<br> name: "rws.mat"<br> format: matlab structure "rws"<br> fields & dimensions: these are described and listed in the structure IV. Stationary Rossby wave number<br> description: K_s computed for individual CMIP6 model mean states and for<br> the multi-model mean wind<br> name: "Ks.mat"<br> format: matlab structure "Ks_struct"<br> fields & dimensions: described and listed in the structure V. Model global mean surface temperature<br> description: global mean surface temperature for individual CMIP6 models<br> for the historical and future periods<br> name: "mmGlobalSfcTemp.nc"<br> format: netcdf file VI. Tropical mean temperature profile<br> description: Tropical mean temperature profile (20S to 20N) for individual CMIP6 models<br> name: "tropical_mean_temp.mat"<br> format: Matlab structure "trop_mean_temp"<br> fields & dimensions: described and listed in the structure VII. Propagating forcing<br> description: Propagating MJO-like idealized thermal forcing used to force the LBM. <br> name: <br> "movT_weak.grd": control forcing<br> "movT_weak_&lt;EXPERIMENT&gt;.grd": perturbed MJO cases, naming convention described in II<br> format: binary (.grd file)<br> notes: Use Matlab script "read_forcing.m", also included, to read and plot the files.
DOI: 10.5281/zenodo.5055763
title: Data for "a cavity-based optical antenna for color centers in diamond"

description: An efficient atom-photon-interface is a key requirement for the integration of solid-state emitters such as color centers in diamond into quantum technology applications. Just like other solid state emitters, however, their emission into free space is severely limited due to the high refractive index of the bulk host crystal. In this work, we present a planar optical antenna based on two silver mirrors coated on a thin single crystal diamond membrane, forming a planar Fabry-Pérot cavity that improves the photon extraction from single tin vacancy (SnV) centers as well as their coupling to an excitation laser. Upon numerical optimization of the structure, we find theoretical enhancements in the collectible photon rate by a factor of 60 as compared to the bulk case. As a proof-of-principle demonstration, we fabricate single crystal diamond membranes with sub-µm thickness and create SnV centers by ion implantation. Employing off-resonant excitation, we show a 6-fold enhancement of the collectible photon rate, yielding up to half a million photons per second from a single SnV center. At the same time, we observe a significant reduction of the required excitation power in accordance with theory, demonstrating the functionality of the cavity as an optical antenna.<br> Due to its planar design, the antenna simultaneously provides similar enhancements for a large number of emitters inside the membrane. Furthermore, the monolithic structure provides high mechanical stability and straightforwardly enables operation under cryogenic conditions as required in most spin-photon interface implementations.
description: This research has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 820394 (ASTERIQS); by the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme (project 17FUN06 SIQUST) and by the German Federal Ministry of Education and Research (Bundesministerium für Bildung und Forschung, BMBF) within the project Q.Link.X (Contract No. 16KIS0864).
DOI: 10.5281/zenodo.6327678
title: Video Game Bad Smells: What they are and how Developers Perceive Them - Online dataset

description: This artifact contains the online replication package of the manuscript "Video Game Bad Smells: What they are and how Developers Perceive Them"
DOI: 10.5281/zenodo.7129781
title: Mid-infrared difference-frequency generation directly pumped by a fiber four-wave mixing source

description: Open access dataset for all figures in 'Mid-infrared difference-frequency generation directly pumped by a fiber four-wave mixing source'.
DOI: 10.5441/002/edbt.2019.87
title: Metropolis-Hastings Algorithms for Estimating Betweenness Centrality
DOI: 10.5441/002/edbt.2019.93
title: Interpolation-friendly B-trees: Bridging the Gap Between Algorithmic and Learned Indexes
DOI: 10.6084/m9.figshare.12764249
title: pnas.1812593116.sd01: SRB database

description: SRB database for all countries over time.<br>Dataset S1: SRB database formed part of the original submission and has been peer reviewed. The journal post it as supplied by the authors.<br>Supplement to: Chao, F., Gerland, P., Cook, A.R. and Alkema, L., 2019. Systematic assessment of the sex ratio at birth for all countries and estimation of national imbalances and regional reference levels. Proceedings of the National Academy of Sciences, 116(19), pp.9303-9311.
DOI: 10.6084/m9.figshare.14838396
title: SRB database for all countries 2021 version

description: SRB database for all countries over time, version 20210624.<br>Database for:Chao F, Gerland P, Cook AR, Guilmoto CZ, Alkema L, Projecting sex imbalances at birth at global, regional and national levels from 2021 to 2100: scenario-based Bayesian probabilistic projections of the sex ratio at birth and missing female births based on 3.26 billion birth records. BMJ Global Health 2021;6:e005516.<br>
DOI: 10.6084/m9.figshare.14838396.v2
title: SRB database for all countries 2021 version

description: SRB database for all countries over time, version 20210624.<br>Database for:Chao F, Gerland P, Cook AR, Guilmoto CZ, Alkema L, Projecting sex imbalances at birth at global, regional and national levels from 2021 to 2100: scenario-based Bayesian probabilistic projections of the sex ratio at birth and missing female births based on 3.26 billion birth records. BMJ Global Health 2021;6:e005516.<br>
DOI: 10.6084/m9.figshare.20280249.v1
title: Perfoliate leaves reduce herbivory in the shield-bracted monkeyflower (Mimulus glaucescens)

description: Data and R code for: K. Toll. Perfoliate leaves reduce herbivory in the shield-bracted monkeyflower (Mimulus glaucescens). Ecology. 2022. <br> File List Metadata.txt - metadata explaining column headers in data file GlaucescensDamage.R - R code for statistical analysis of herbivore damage data GlaucescensDamageSurvey.csv - census data from five natural populations of M. glaucescens DeerCreekTrailhead.csv - census data from a co-occurring populations of M. glaucescens and M. nasutus CaterpillarMovement.csv - observations of variable checkerspot caterpillar behavior on potted plants
DOI: 10.34740/kaggle/dsv/4820722
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.17632/fbt5v2twp8.1
title: Lean Manufacturing and Sustainability - 2

description: This database contains 239 responses to a questionnaire applied to the manufacturing industry of Ciudad Juarez. It integrates 15 lean manufacturing tools that are applied to the production systems in this industrial sector and the three types of sustainability: environmental, economic, and social. 
In summary, the database contains a total of 112 variables that are analyzed, including some demographic variables that allow identifying the analyzed sample.
DOI: 10.17632/xh4h6kn382.1
title: Design- and support-files for a transportable temperature and heatwave control device (TENTACLE)

description: Dataset includes Software, Electronic Design, and Lasercut files to rebuild the Arduino-based temperature and heatwave control device (TENTACLE). 
The device is transportable, inexpensive, multifunctional, and easily reproducible. TENTACLE offers water temperature monitoring and manipulation of up to 3 different climate change-related scenarios: i) natural (ambient) sinusoidal fluctuations (laboratory applications), ii) elevated fluctuations, and iii) heatwaves as extreme events. The use of replaceable heating elements and low-cost materials suitable for field studies creates a high flexibility for researchers who may conduct in- or out-door, small- or large-scale, fresh- or salt-water experiments at different geographical locations. Thus, the technology is independent of any limitations that installed machineries of testing facilities involve. Considering temperature manipulations with environmentally realistic temperature fluctuations, the high flexibility as well as the multifunctionality of TENTACLE opens access to improved and novel tools for future climate change-related temperature research questions in a single- or multiple-stressor context.
DOI: 10.20372/eiar-rdm/lbpb3b/4aixdz
title: 156187-Article Text-407565-1-10-20170518.pdf

description: :unav