cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13153283.v1
title: Supplementary Material for: High-Dose Erythropoietin in Extremely Low Gestational Age Neonates Does Not Alter Risk of Retinopathy of Prematurity

description: <b><i>Introduction:</i></b> The Preterm Erythropoietin (Epo) Neuroprotection (PENUT) Trial sought to determine the safety and efficacy of early high-dose Epo as a potential neuroprotective treatment. We hypothesized that Epo would not increase the incidence or severity of retinopathy of prematurity (ROP). <b><i>Methods:</i></b> A total of 941 infants born between 24–0/7 and 27–6/7 weeks’ gestation were randomized to 1,000 U/kg Epo or placebo intravenously for 6 doses, followed by subcutaneous or sham injections of 400 U/kg Epo 3 times a week through 32 weeks post-menstrual age. In this secondary analysis of PENUT trial data, survivors were evaluated for ROP. A modified intention-to-treat approach was used to compare treatment groups. In addition, risk factors for ROP were evaluated using regression methods that account for multiples and allow for adjustment for treatment and gestational age at birth. <b><i>Results:</i></b> Of 845 subjects who underwent ROP examination, 503 were diagnosed with ROP with similar incidence and severity between treatment groups. Gestational age at birth, birth weight, prenatal magnesium sulfate, maternal antibiotic exposure, and presence of heart murmur at 2 weeks predicted the development of any ROP, while being on high-frequency oscillator or high-frequency jet ventilation (HFOV/HFJV) at 2 weeks predicted severe ROP. <b><i>Conclusion:</i></b> Early high-dose Epo followed by maintenance dosing through 32 weeks does not increase the risk of any or severe ROP in extremely low gestational age neonates. Gestational age, birth weight, maternal treatment with magnesium sulfate, antibiotic use during pregnancy, and presence of a heart murmur at 2 weeks were associated with increased risk of any ROP. Treatment with HFOV/HFJV was associated with an increased risk of severe ROP.
DOI: 10.6084/m9.figshare.23648520.v1
title: Store data for SAI project.xlsx

description: Audit disclosure was gathered from financial and performance audit reports, which were published on the websites of government of the respective countries and were freely/publicly available. Audit disclosures are based on the standards provided by the International Organization of Supreme Audit Institution (INTOSAI), a global organisation that seeks to promote and support the work of supreme audit institutions around the world, especially in developing countries. Auditor-Generals (A-Gs)’ personal characteristics was collected from the website of A-Gs’ offices of the respective countries and/or other sources (e.g., government websites, websites of international audit organisations). These were freely/publicly available. National cultural dimensions were provided by Hofstede and freely/publicly available here: https://www.hofstede-insights.com/country-comparison-tool. National governance quality was gathered from World Bank’s governance indicators and freely/publicly available here: https://info.worldbank.org/governance/wgi/. Other country-level data was collected from the World Bank public facing website that is freely/publicly available here: https://data.worldbank.org/.
DOI: 10.6084/m9.figshare.27282591.v3
title: <i>Salmo trutta</i> genome

description: Near telomere-to-telomere genome assembly of Yadong trout <i>Salmo trutta</i>
DOI: 10.6084/m9.figshare.3457238.v2
title: Nested cross validation is overzelous

description: Data and programs for the paper "Nested cross-validation when selecting machine learning algorithms is overzealous"<br>
DOI: 10.17632/mtm2hbmwky
title: Data on Awareness, Adoption, and Wellbeing Impact of AI-Driven Health Communication Tools among Indigenous Language Speakers in Nigeria

description: The improvement in primary healthcare delivery in Nigeria through the use of advanced technologies holds significant potential for improved healthcare access, and improved well-being, especially in bridging health information gaps, among underserved populations. This study investigated the level of awareness, adoption, and potential well-being impact of AI-driven health communication tools among indigenous language speakers in Nigeria. The study used a cross-sectional quantitative survey technique to collect data among 436 indigenous language speakers in Nigeria who have access to or have interacted with AI-driven health communication tools. A stratified random sampling approach was used to ensure representation across major indigenous language groups (e.g., Yoruba, Hausa, and Igbo). Two patterns of statistical procedures were adopted, namely, the descriptive and inferential analyses. The descriptive segment used frequencies, distribution, means and graphs, while the inferential deployed binary logistic regression to test for significant factors influencing AI-tool's adoption. The result shows a low level of awareness in rural areas that could be attributed to low digital literacy and limited internet access. However, among those exposed to AI tools, there is growing trust and perceived usefulness in accessing health information and remote care. The significant determinants identified are trust in AI systems and internet access. The study highlighted a positive correlation between AI tool usage and improved health-seeking behaviour and well-being (β = 1.671, p = 0.011, OR =5.317, 95CI(1.55-3.75)). This implies that for every one-unit increase in AI-tool usage, the odds of improved wellbeing increase by a factor of approximately 5.317. The study underscores the need for inclusive digital health innovation policies that prioritize linguistic and cultural diversities, based on its findings.
DOI: 10.6084/m9.figshare.11764146.v1
title: OSCE Guidelines for the Steno REACH Certificate Course in Clinical Diabetes Care

description: These documents are the OSCE examination guidelines and scoring rubrics for all the OSCE stations, for both doctors and nurses.
DOI: 10.6084/m9.figshare.24208290.v1
title: SI for Vredefort paper

description: Tables with input paramaters.
DOI: 10.6084/m9.figshare.26089223.v1
title: HiGTS_2011s3

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2011s3 contains the data from July 1, 2011 to September 30, 2011.
DOI: 10.6084/m9.figshare.28227863.v1
title: Mycobacterium tuberculosis wgMLST scheme.

description: Backup of BioNumerics Mycobacterium tuberculosis wgMLST scheme.
DOI: 10.6084/m9.figshare.5153824.v1
title: Normalized litterfall measurements for 16 Amazon forest studiy sites

description: Monthly litterfall productivity measurements (Normalized be the mean and standard deviation) for 16 study sites in the Amazon forest. The dataset contains Latitude (lat), Longitude (lon), site name (site), enhanced vegetaiton index, normalized by mean and SD (EVI) and smooth by a spline (EVI_spline); and litterfall, normalized by mean and SD (lit), and smoothed by a spline (lit_spline). For each site, there is 12 values corresponding to the monthly values of litterfall and EVI (the first is january)
DOI: 10.17632/2kh2bdsp5b
title: File Carving based Digital Forensic Tools Testing Data Sets (Contiguous Files)

description: The test image is a NTFS file system and is intended to test data carving tools and their ability to extract various file formats. The image contains several allocated and deleted files that are all stored in contiguous format within its allocated space. All files are random files that that were in my possession or that I created from scratch. This image was created from a NAND USB thumb-drive that was wiped and formatted using the Forensic Toolkit FTK Imager with the file extension of AD1. The image has been eliminated with its meta data so that it cannot be mounted and therefore data carving methods must be used to extract the files. This test image is a 'raw' image (i.e. 'dd') of a NTFS file system. The file system is 2 GB. The MD5, SHA, file types, name of every file and all other details of the image are clearly mentioned in the .csv and .txt files attached to this data set. One can run the image against any data carving based tool and thus can cross check the obtained values with that of our image.
DOI: 10.17632/kz5vb9n94f
title: Database_chronic pain_1006

description: A sample of 1006 Italian women diagnosed with Chronic Pain participated in the study, categorized into fibromyalgia (FM), chronic headache (CH), vulvodynia (VU), mixed condition (MIX, consisting of FM in comorbidity with CM and/or VU), and healthy controls (HC) groups. Traumatic experiences (TEC), defense mechanisms (DMRS), and alexithymia (TAS) were assessed using self-report measures. We hypothesized that each pure group would exhibit a similar pattern of impairment for each variable, with unique characteristics. Furthermore, we hypothesized that the mixed group differed significantly from the single conditions and controls due to the presence of more impaired and peculiar psychological situations.
DOI: 10.6084/m9.figshare.25742958.v1
title: Shared Data for "Primate superior colliculus is causally engaged in abstract higher-order cognition",in press at Nature Neuroscience, 2024.

description: This is data and code for a journal article in press in Nature Neuroscience by Peysakhovich et al. (2024), "Primate superior colliculus is causally engaged in abstract higher-order cognition"
DOI: 10.17632/f2tz548v2c
title: Correction workflow and spatial database model of Aquopts - A Hydrological Optical Data Processing System

description: In order to improve the capacity of storage, exploration and processing of sensor data, a spatial DBMS was used and the Aquopts system was implemented. In field surveys using different sensors on the aquatic environment, the existence of spatial attributes in the dataset is common, motivating the adoption of PostgreSQL and its spatial extension PostGIS. To enable the insertion of new data sets as well as new devices and sensing equipment, the database was modeled to support updates and provide structures for storing all the data collected in the field campaigns in conjunction with other possible future data sources. The database model provides resources to manage spatial and temporal data and allows flexibility to select and filter the dataset. The data model ensures the storage integrity of the information related to the samplings performed during the field survey in an architecture that benefits the organization and management of the data. However, in addition to the storage specified on the data model, there are several procedures that need to be applied to the data to prepare it for analysis. Some validations are important to identify spurious data that may represent important sources of information about data quality. Other corrections are essential to tweak the data and eliminate undesirable effects. Some equations can be used to produce other factors that can be obtained from the combination of attributes. In general, the processing steps comprise a cycle of important operations that are directly related to the characteristics of the data set. Considering the data of the sensors stored in the database, an interactive prototype system, named Aquopts, was developed to perform the necessary standardization and basic corrections and produce useful data for analysis, according to the correction methods known in the literature. The system provides resources for the analyst to automate the process of reading, inserting, integrating, interpolating, correcting, and other calculations that are always repeated after exporting field campaign data and producing new data sets. All operations and processing required for data integration and correction have been implemented from the PHP and Python language and are available from a Web interface, which can be accessed from any computer connected to the internet. The data access cab be access online (http://sertie.fct.unesp.br/aquopts), but the resources are restricted by registration and permissions for each user. After their identification, the system evaluates the access permissions and makes available the options of insertion of new datasets. The source-code of the entire Aquopts system are available at: https://github.com/carmoafc/aquopts The system and additional results were described on the official paper (under review)
DOI: 10.6084/m9.figshare.19657122.v1
title: Clinical Trial COPD education

description: DATA SET CLINICAL TRIAL COPD EDUCATION
DOI: 10.6084/m9.figshare.20286648.v1
title: Network Cards: concise, readable summaries of network data

description: Network datasets used as examples for network cards.
DOI: 10.6084/m9.figshare.22682794.v2
title: Cinando film festival programming dataset

description: This data set supports the analyses presented in the paper titled <b>Quantifying the global film festival circuit: Networks, diversity, and public value creation</b>, published in PLoS ONE: https://doi.org/10.1371/journal.pone.0297404. The R code to reproduce the analyses is available at: https://github.com/andreskarjus/cinandofestivals. The data sample is sufficient for the reproduction of results and graphs. The graphs in this paper are also available as an interactive dashboard in an online supplementary, where details behind individual data points can be easily observed: https://andreskarjus.github.io/cinandofestivals.This research has been made possible by data provided directly to authors from the Cannes Film Market (Marché du Film – Festival de Cannes), the company operating the Cinando website and database (https://cinando.com/). Launched in 2003 as the database of the attendees at the Cannes Festival, Cinando has since grown into the premier platform supporting hundreds of film festivals and film markets (industry events held during festivals, mostly oriented to promoting investment opportunities, rights sales, and production services). Cinando offers film professionals tools to navigate the film industry, including information about contacts, films, projects in development, market screening schedules, market attendees, and screeners. The platform services film festivals and markets by facilitating rights sales, investments, and business-to-business video on demand. The platform relies on a large proprietary relational database. The authors received a full database dump via a research partnership with the data owner on 2021-10-08.This data set concerns the part of the Cinando database that registers information about film festival programming and contains, at face value, 77,398 films programmed at 38,367 festival events, resulting in 183,865 film–festival event pairs, between 2007–2022 (<b>festivals_films.csv</b>). The festival metadata includes event and, occasionally, festival series title, event location country, and event year. Film metadata contains runtime, production year, names of crew members (<b>filmrole.csv</b> - only crew role and gender are made available to protect privacy), origin countries (<b>filmcountry.csv</b>), languages spoken in the film (<b>filmlang.csv</b>), and content type tags (<b>filmgen.csv</b>). The latter is a mixture of tags typically used to describe films within the festival context, including genre (e.g. drama, documentary), target audience (children’s, family), identity (Jewish, LGBT), and production type (TV Series, VR). The authors have cleaned and homogenized the data to make it usable and expanded it with festival type and crew gender information. Cinando technical IDs and personal data have been anonymized. The data owner supports the publication of this data set.
DOI: 10.17632/9ybg2n46yf
title: Asymmetric ENSO teleconnections in a symmetric CO2 pathway

description: Hysteresis of ENSO teleconnection in carbon dioxide removal experiment.
The model outputs of control and transient (1%/year) simulations in CESM1.2.
The details of the variables are in the README file.
DOI: 10.17632/z7g52dtdhw
title: Iron and zinc isotopes constrain the continental crust formation

description: This study integrates whole-rock Zn-Fe isotope analysis and thermodynamic modeling to investigate the origin of the El-Shadli plagiogranites and compare them with the 4.02 Ga Idiwhaa gneiss, providing insights into continental crust formation. We present major and trace element compositions, Sr-Nd isotopes, and high-precision Fe and Zn isotope data for the El-Shadli plagiogranites, along with the results of thermodynamic modeling.
DOI: 10.6084/m9.figshare.15074070.v1
title: Santana et al_ESM, data & code from Fruit odorants mediate co-specialization in a multispecies plant–animal mutualism

description: Methods details, supplementary figures and tables, data files and R code used in analyses
DOI: 10.17632/587g49n4ty
title: Financial indicators for credit institutions in Romania

description: The attached document presents data regarding different financial indicators of 20 credit institutions in Romania, for the period of 2018-2021. Where the value ”99” can be seen, it means that the specific data couldn't be found in the financial statements of the analyzed credit institutions. The currency of the indicators is thousands lei, the national currency of Romania. The aim of collecting this data was to identify the impact of the IFRS 9 provisions regarding the matters of assets' evaluation methods and the expected credit loss adjustments on the performance of the credit institutions in an emerging economy. Therefore, along with some financial indicators collected manually from the selected credit institutions, some performance indicators were taken into account that were calculated on the basis of the former: ROA, ROE, Return of Main Activity (Income / Expenditures), and Loans Granted / Deposits Attracted. Based on the data presented and after the econometric processing, we have confirmed that the valuation of financial instruments at fair value leads to an increase in their profitability (implicit in the ROA indicator), generating related earnings which, however, only in the category of those resulted from valuation at fair value through profit and loss account (PLA) have a positive impact on the financial sustainability of credit institutions, given the possibility of their immediate recognition in the financial result of the year, which is not possible in the case of earnings from financial assets valued through other comprehensive income (OCI), which can be measured as deferred income until the derecognition of the valued asset. Regarding the adjustments for expected credit losses, it was found that they have a negative impact on the financial position and performance of credit institutions in Romania, fact that creates some instability in the short term but reduces the possibility of materializing significant and sudden losses in the long term.
DOI: 10.6084/m9.figshare.21300027.v1
title: 2021 November crypto currency survey.pdf

description: We surveyed a group of students about their acceptance of nfts.
DOI: 10.6084/m9.figshare.24037770.v1
title: Genome of <i>Paratrypauchen microcephalus</i> and annotation results

description: Genome of <i>Paratrypauchen microcephalus</i> and annotation results
DOI: 10.17632/7pdftfr7yp
title: Data for "Robust nanocomposites of α-Fe2O3 and N-doped graphene oxide: Interfacial bonding and chemisorption of H2O"

description: Relaxed structures of GO with epoxy groups (GO.cif), graphitic nitrogen (GO-graphiticN.cif), and three pyridinic nitrogen surrounding a carbon vacancy (GO-pyridinicN.cif) from Figure 1 in the manuscript.

Relaxed structure of the α-Fe2O3 (0 0 0 1) (Fe2O3-0001.cif) from Figure 2 in the manuscript.

Relaxed structure of the Fe2O3-GO composite (Fe2O3-GO.cif), with graphitic N-doping (Fe2O3-GO-graphiticN.cif) and with pyridinic N-doping (Fe2O3-GO-pyridinicN.cif) from Figure 3 in the manuscript.

Relaxed structures of chemisorbed H2O on the composites with different hydroxide sites (ortho, meta, para) as noted in Table 3 in the manuscript for the different composites. The additional configurations shown in Figure 6 in the manuscript are denoted 2.
DOI: 10.17632/czmxw58drc
title: Dataset for Unobserved Components Model Estimates of Credit Cycles: Tests and Predictions

description: The dataset is contained in "secondary_data.csv".  Prior to estimation the data should be logged and multiplied by 400.  Julia code for constructing the ideal Fisher index is provided in "ideal_Fisher_idx.jl".
DOI: 10.17632/jd5txz2f7d
title: Aedes aegypti Egg Image Data Set

description: The Mosqlimate Aedes aegypti Egg Image Dataset comprises 700 high-quality JPEG images meticulously curated to provide a comprehensive view of pallets housing Aedes aegypti eggs. This dataset, generated through a collaboration between the Mosqlimate group and the Fundação Oswaldo Cruz Entomology Laboratory, aims to address the pressing need for improved methods to monitor and control Aedes aegypti populations, which are vectors for diseases such as dengue, Zika, and chikungunya.
We believe that this dataset will serve as a foundational resource for researchers in entomology, epidemiology, computer science, and public health, facilitating advancements in automated surveillance and control strategies. It also holds potential for educational purposes, aiding in the teaching of image analysis, computer vision, and technology application in public health.
DOI: 10.48420/24923043.v1
title: NMR diffusion raw data - catalysts

description: Underpinning data set for Impact of Porous Silica Nanosphere Architectures on the Catalytic Performance of Supported Sulphonic Acid Sites for Fructose Dehydration to 5-HydroxymethylfurfuralC.-A. H. Price, A. Torres-Lopez, R. Evans, N. S. Hondow, M. A. Isaacs, A. S. Jamal, C. M. A. Parlett, <i>ChemPlusChem</i> 2023, 88, e202300413.https://doi.org/10.1002/cplu.202300413
DOI: 10.6084/m9.figshare.1375406.v1
title: English Wikipedia Quality Asssessment Dataset

description: Dataset of 30,272 articles from English Wikipedia gathered on 2015/02/05, with associated revision content (wiki markup). The dataset has been split into a 90% training set and 10% test set. The articles were sampled from six of English Wikipedia's seven assessment classes, with the exception of the Featured Article class, which contains all 4,455 articles identified at the time. Due to the low usage of A-class articles (&lt; 0.02% of all articles), this class is not part of the dataset. Articles are assumed to belong to the highest quality class they are rated as, and article history has been mined to find the appropriate revision associated with a given quality rating. For details, see "The Success and Failure of Quality Improvement Projects in Peer Production Communities" by Warncke-Wang et al. (CSCW 2015), linked below. This dataset has been used in training the Wiki-Class Python library machine learner, also linked below.
DOI: 10.6084/m9.figshare.8479358.v1
title: FST metrics

description: per gene FST values for each gene for each population across all possible comparisons.<br>
DOI: 10.17632/2wv825np5m
title: Climate Literacy Undergraduate Class

description: This dataset is from a 3-year study that looked at gains in climate literacy among a undergraduate students enrolled in a climate science course. The questionnaire, which includes questions related to climate-related knowledge, affect, self-efficacy, and behavior, is also included. Our findings indicate significant improvements in students' understanding of climate science and climate change after taking the course.