cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27991526.v1
title: Supplementary Material for: Annual health expenditures by body mass index categories and the economic impact of obesity in Türkiye: A retrospective modeling study

description: Introduction: Obesity is considered not only a public health issue on a global scale but also a disease adversely affecting the world economies. Economic impact of overweight and obesity has not yet been investigated in Türkiye at a national level. This study aimed to investigate the impact of obesity on the healthcare costs in Türkiye and to estimate the overall national economic burden of obesity.
Methods: The study was based on a cross-sectional analysis of retrospectively pooled data from 2009-2014 payer claims data (PCD) and 2014-2019 Türkiye Health Survey(THS). In the first step, obesity-related annual per person overall health expenditures in adults with obesity were calculated and calculations were also made in subgroups of payer and healthcare categories. In the second step, using the developed model, national economic disease burden of adult obesity was estimated, along with the projections for the estimated expenditures over the next 30 years. Economic values were adjusted according to US Dollar values of 2021 purchasing power parities (PPP) (PPP 1.0= 2.782 TRY).
Results: The annual healthcare costs were significantly higher in individuals with obesity than in those with normal body mass index (OR 1.243; 95% CI 1.206-1.281), and the cost increment was positively correlated with higher BMI (by 117% in class I obesity vs. 169% in class III obesity, p&lt;0.001). In the year 2021, obesity-related direct and indirect costs in adults were estimated to be PPP 27.4 billion and 39.5 billion, respectively. The total economic burden was estimated to be PPP 66.9 billion, which is equivalent to 2.6% of gross national product. Direct medical cost of obesity corresponds to 8.4% of total health expenditure in Türkiye.
Conclusions: Obesity is both an individual and social health problem, which emphasizes the potential role of a range of stakeholders, besides the health sector, in addressing this problem. The indirect costs comprise the key cost driver of the total national cost of obesity, which forms the rationale for population-wide policy interventions towards prevention or reduction of obesity.
DOI: 10.6084/m9.figshare.26488030.v1
title: Wellcome Open Access Spend Report 2021/22

description: A dataset reporting the spending by 38 organisations that received a block grant from Wellcome between October 2021 and September 2022. In 2021/22 Wellcome awarded £7.2 million in open access block grants to 38 institutions. Of the individual articles reported to Wellcome, 92% complied with our OA policy at the time the analysis was conducted by OA.Report in August 2023.
DOI: 10.6084/m9.figshare.3514031.v1
title: Appendix C. A list of matrices representing the effects of elephant damage, fire damage, and growth across tree height classes in the savanna dynamics model.

description: A list of matrices representing the effects of elephant damage, fire damage, and growth across tree height classes in the savanna dynamics model.
DOI: 10.6084/m9.figshare.17701187.v1
title: EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces

description: EEG dataset for subject 35
DOI: 10.6084/m9.figshare.26282872.v2
title: Transfemoral amputees stand-up and sit-down with their prescribed microprocessor prostheses. Full-body motion capture and intact-side lower limb EMGs are included.

description: An open biomechanical dataset of 9 above-knee amputees standing up and sitting down using their prescribed knee-ankle prostheses. Full-body 3D motion capture was performed. The dataset includes the data files and required files/functions from Vicon, Visual 3D, and MATLAB. Some subjects used their hands during some repetitions, and during these repetitions, the torque, power, and COP signals were replaced with NaN in the segmented files. Some subjects had issues with EMG artifacts during some repetitions, and during these repetitions, the specific EMG signals with artifacts were replaced with NaN. Several segmentation options are included - based on the intact-side and prosthesis-side; for stand-up, sit-down, and "full" (stand-up-sit-down); and various levels of "zoom out" from the initial segmentation to include part of the trial before and after the segmented movement. <br><br>The dataset has been used (in part) in two journal articles. The two related articles are linked.<br>The dataset is extensively documented as a Data Descriptor which is currently under review. The Data Descriptor will be linked as soon as it is published.
DOI: 10.6084/m9.figshare.24967677.v1
title: Data for manuscript "Exploring van der Waals materials with high anisotropy: geometrical and optical approaches"

description: Data for manuscript "Exploring van der Waals materials with high anisotropy: geometrical and optical approaches"
DOI: 10.6084/m9.figshare.22336999.v1
title: Data_file_6_transcriptome_assembly

description: Draft genome and transcriptome of Nepenthes mirabilis, a carnivorous plant in China
DOI: 10.6084/m9.figshare.28021571.v1
title: <b>R</b><b>esin-coated urea</b><b> </b><b>effectively simulates the chronic dynamics of natural nitrogen deposition</b>

description: Here, we designed 9 resin-coated urea fertilizers with three fertilizer particle sizes and three thicknesses of the coating with the goal of identifying the combination that would release N continuously throughout a year in a semiarid area. Then, we measured the rate of N deposition in a semi-arid system, the release rate of the coated urea,and the precipitation and tested whether the release of the coated urea provided an effective proxy for the temporal dynamics of natural N deposition.
DOI: 10.6084/m9.figshare.7665782.v1
title: Multi-Locus Sequence Typing of Saccharomyces boulardii

description: MLST of probiotic yeasts and probiotic-derived infectious isolates for genes CCA1, CYT1, HMX1, NUP116 and the ITS region.<br>Strains and isolates: PYBiocodexI: Probiotic yeast manufactured by Biocodex, batch I. PYBiocodexII: Probiotic yeast manufactured by Biocodex, batch II. PYWotaniaI: Probiotic yeast manufactured by Wotania, batch I. PYWotaniaII: Probiotic yeast manufactured by Wotania, batch II. DE27020: isolate from bronchus, non-mycosis. DE6507: isolate from haemoculture, fungaemia. DE35762: isolate from haemoculture, fungaemia.
DOI: 10.6084/m9.figshare.3554481.v1
title: Supplement 2. The R source code used in the null model analysis.

description: File List Supplement_2_mgen.r (md5: cded81369c9adb7d94232d74043d8bd7) Supplement_2.r (md5: d0ed7ae9bdec91e191e0200bb03da0c7) Description Supplement_2_mgen.r contains a function to generate simulated interaction matrices. Supplement_2.r contains the scripts to perform the null model simulation.
DOI: 10.15468/dl.f8zr47
title: Occurrence Download

description: A dataset containing 4492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Catocala nupta Linnaeus, 1767"
 ]
}

 The dataset includes 4492 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009588-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.8250995.v1
title: Klann_2017_HER2_p300_293T_sat_analysis

description: Klann, 2017, HER2, p300, 293T saturation analysis
DOI: 10.6084/m9.figshare.11936607.v2
title: PCV data set.xlsx

description: Data set on Prevalence of Polypoidal choroidal vasculopathy
DOI: 10.6084/m9.figshare.27178683.v1
title: Supplementary Data

description: This paper explores the impact of the COVID-19 pandemic and fiscal policy interventions on the Korean and global economy to provide a scientific rationale for government policy interventions. We deployed a multi-region, multi-sector computable general equilibrium (CGE) model and the Global Trade Analysis Project (GTAP) database version 11A, with 2017 as the base year projected to 2020, the epitome of the COVID-19 pandemic. Two policy scenarios assessed the impacts of the pandemic and government fiscal stimulus interventions. Results indicated a global decline in real GDP and welfare, with supply chain disruptions and increased trade costs negatively affecting import and export volumes. Despite government fiscal measures boosting real GDP, Korea's economy contracted by 1.47% in 2020, deviating from its annual pre-pandemic growth of approximately 2%. Welfare losses reached US$57.38 billion, driven by decreased consumer spending and increased unemployment. Falling export and import volumes narrowed the trade deficit to US$197.04 billion. However, government fiscal measures led to a net impact of US$104.68 billion compared to the baseline scenario. Our study underscores the need for targeted budgetary measures to mitigate adverse effects, recommending policies to stimulate private household consumption, support affected sectors, and enhance Korea's international trade competitiveness.
DOI: 10.6084/m9.figshare.5419384.v1
title: Data for Shields stress 4.4

description: small and large grain number ratio time-series for Shields stress 4.4. Concentration map of large grains can be made using the following contour plot commands in MATLAB or other data analysis packages:<br>%%%%nlratio_tot = nlg./(nsm+nlg); for i=1:458 time_ts(i,:)=time; end y_pos = (1:1:458)*(25/458); for i=1:length(time) y_mesh(:,i)=y_pos; end [xq,yq] = meshgrid(0:0.0005:1,0:0.175:25); vq = griddata(time_ts(1:458,1:length(time)),25-y_mesh(1:458,1:length(time)),nlratio_tot(1:458,1:length(time)),xq,yq); figure; [C,h] = contourf(xq,yq,vq,'LineStyle', 'none','LevelStep', 0.01); colormap parula;%%%%
DOI: 10.6084/m9.figshare.7987139.v1
title: MSPG-DAD

description: These data are generated during the testing of MSPG method, and the CPU and memory overhead during the experiment are recorded. The frame forwarding delay in the network is recorded, and the communication overhead between the data plane and the control plane during the experiment is recorded.
DOI: 10.6084/m9.figshare.17134775.v1
title: Supplementary Material for: Analysis of acupoint selection and combinations in acupuncture treatment of asthma based on data mining

description: Objective: Using data mining, the present study aimed to discover the most effective acupoints and combinations in the acupuncture treatment of asthma. Methods: The main acupoints prescribed in these clinical trials was collected and quantified. A network analysis was performed to uncover the interconnections. Additionally, hierarchical clustering analysis and association rule mining were conducted to discover the potential acupoint combinations. Results: Feishu (BL13), Dingchuan (EX-B1), Dazhui (GV14), Shengshu (BL23), Pishu (BL20), and Fengmen (BL12) appeared to be the most frequently used acupoints for asthma. While the Bladder Meridian of Foot Taiyang, the Governor Vessel, and the Conception Vessel, compared to other meridians, were found to be the more commonly selected meridians. In the acupoint interconnection network, Feishu (BL13), Fengmen (BL12), Dingchuan (EX-B1), and Dazhui (GV14) were defined as key node acupoints. Association rule mining analysis demonstrated that the combination of Pishu, Shenshu, Feishu, and Dingchuan, as well as that of Feishu, Dazhui, and Fengmen were potential acupoint combinations that should be selected with priority in asthma treatment. Conclusion: This study provides valuable information regarding the selection of the most effective acupoints and combinations for clinical acupuncture practice and experimental study aimed at the prevention and treatment of asthma.
DOI: 10.6084/m9.figshare.12038598.v1
title: Supplementary Material for: Persistence of Intraluminal Thrombus Makes Saccular Aneurysm More Biologically Active than Fusiform in an Experimental Rat Model

description: <b><i>Introduction:</i></b> Saccular aneurysms are thought to have a worse prognosis than fusiform aneurysms in humans, due to hemodynamic reasons. However, data comparing hemodynamic and biology in saccular and fusiform aneurysms are lacking. The main objective was to evaluate the impact of aneurysm morphology on intra-luminal thrombus (ILT) formation and activity. <b><i>Methods:</i></b> Forty Lewis rats were ran­domly divided into 2 groups of 20: “saccular” (Group A) and “fusiform” (Group B) aneurysms. Decellularized thoracic aortas from guinea pigs were xenografted to create saccular or fusiform aneurysms. Final imaging evaluation of the aneurysms was carried out during the third week, by quantitative Doppler ultrasound and magnetic resonance imaging. Assays of myeloperoxidase (MPO), platelet factor 4 (PF4), advanced oxidation protein products (AOPPs) iron and matrix metallopeptidase-9 (MMP-9) were performed as biological criteria. <b><i>Results:</i></b> Quantitatively, saccular aneurysms are characterized by a more thicker ILT, lower inflow velocities and more important relative backflow velocities as compared to fusiform aneurysms. Compared to fusiform, saccular aneurysms released significantly more MPO (<i>p</i> = 0.004), PF4 (<i>p</i> = 0.02), AOPPs (<i>p</i> &lt; 0.002), iron (<i>p</i> &lt; 0.0001) and MMP-9 (<i>p</i> &lt; 0.04). <b><i>Conclusion:</i></b> Experimental saccular and fusiform aneurysms show differential specific hemodynamics, which seem to impact the histology and the biology of the ILT in each type of aneurysm.
DOI: 10.6084/m9.figshare.105602.v1
title: Common statistics methods in stock day trading I

description: Statistics is the science that deals with the collection, classification, analysis, and interpretation of numerical facts or data, and that, by use of mathematical theories of probability, imposes order and regularity on aggregates of more or less disparate elements. Top ten of stock markets [1] in the world have occupied most of the trading volume and gathered most of firms and traders.
DOI: 10.6084/m9.figshare.17085692.v1
title: Supplementary Material for: The effect of body weight and alcohol consumption on hyperuricemia and their attributable population fractions: A National health survey in China

description: Introduction: The prevalence of hyperuricemia is increasing world widely; the understanding of population attributable faction of modifiable risk factors is important for disease prevention. Given the sparse evidence on how modifiable risk factors influence hyperuricemia in mainland China, we aim to explore the effect of excess weight and alcohol consumption and the population attributable fractions of hyperuricemia based on a national survey in mainland China. Methods: Using data from China National Health Survey which included 31746 Han Chinese aged 20-80 from ten provinces, we estimated the prevalence and modifiable risk factors (overweight/obesity and alcohol consumption)of hyperuricemia. Hyperuricemia was defined as serum uric acid &gt; 417 μmol/L in men and &gt; 340 μmol/L in women. Restricted cubic spline models were used to demonstrate the linear and non-linear association between exposures and hyperuricemia. The adjusted population attributable risk (PAR) was calculated to understand the relative importance of each modifiable risk factor. Results: The prevalence of hyperuricemia was 25.1% in men and 15.9% in women. The population fraction of hyperuricemia cases that could be avoided by weight loss was 20.6% (19.2% to 22.0%) in men and 18.1% (17.1% to 19.0%) in women. The PAR of alcohol consumption was 12.8% (8.5% to 17.1%) in men. Participants from southwest China had the highest hyperuricemia prevalence (47.9% in men and 29.9% in women), but with lower PAR of modifiable risk factors, especially in men (16.7%). Subjects in North China had lower hyperuricemia prevalence but higher PAR of modifiable risk factors. 44.8% male hyperuricemia cases in Inner Mongolia (26.9% of hyperuricemia prevalence) and 37.7% cases in men from Heilongjiang (34.4% of hyperuricemia prevalence) were attributable to overweight/obesity and alcohol consumption. Conclusion: There are significant sex and geographic difference on population attributable risk of hyperuricemia due to modifiable risk factors. More tailored prevention strategies are needed to prevent hyperuricemia through weight loss and the reduction of alcohol consumption.
DOI: 10.6084/m9.figshare.28775129.v1
title: <b>How do geopolitical and climate change risks affect FDI inflows? A global perspective using a Bayesian approach</b>

description: <b>Data for the paper: How do geopolitical and climate change risks affect FDI inflows? A global perspective using a Bayesian approach</b>
DOI: 10.6084/m9.figshare.16653025.v2
title: Data from 'Using all gene families vastly expands data available for phylogenomic inference in primates'.

description: Data from 'Using all gene families vastly expands data available for phylogenomic inference in primates'. <br>Original_Alignments.tar.gz: alignments of 18,484 orthogroups.<br>OriginalGeneTrees_ML/MP: ML and MP gene trees inferred from Original_Alignments.<br>ConcatenatedInputs: Alignments used as input for concatenated analyses.<br>GeneTreeInputs: Gene trees used as input for gene tree analyses.<br>Species_Trees: Species trees inferred in this study.
DOI: 10.6084/m9.figshare.22791209.v2
title: <b>Polyunsaturated Fatty Acids Promote </b><b>M2-like TAM deposition</b><b> </b><b>via Dampening RhoA-YAP1 Signaling in the Ovarian Cancer Microenvironment</b>

description: Data S1 file contains all uncropped western blots for this paper.
<br>
Data S2 file contains the raw data for all bar charts in this paper.
DOI: 10.6084/m9.figshare.28826558.v1
title: 0_Table S6. pLoF_missense_effect_freq_Fst.xlsx

description: Table S6. High and moderate impact variants detected in the VarGoats data set and their F<sub>ST</sub>values calculated in three climate contrasts (Et: Europe temperate, Aa: Africa arid, At: Africa tropical)
DOI: 10.6084/m9.figshare.22639939.v1
title: DATA (1).xlsx

description: This data is strictly for Income diversification, capital adequacy, liquidity creation, GMM research paper
DOI: 10.6084/m9.figshare.24948219.v1
title: Supplementary Material for: Expert pathology for GTD: towards an international multidisciplinary team meeting (MDT)

description: Background:
Gestational trophoblastic disease, comprising hydatidiform moles and gestational trophoblastic tumours, is extremely rare. Exact diagnosis is crucial to indicate the appropriate treatment and to prevent complications. The scarcity and variability in the number of cases available for reporting, lack of specialized training in GTD and non-existence of refresher courses available implies that the pathologist dealing with these rare and at times extremely challenging cases are not completely confident in their diagnosis. 

Objectives:
To explores the benefits of implementation of an international multidisciplinary conference (virtual) to aid diagnosis of difficult cases and support clinical management of GTD. 

Methods: 
A short survey was circulated to all 46 members of the EOTTD pathology and genetics working party, and further spread to other colleagues who practice GTD. This showed that the pathologists and geneticists working with GTD patients do not feel adequately supported and equipped with dealing with these rare diseases.

Outcome: 
Virtual cross-border MDTs were initiated in April 2022, bringing together participants from 11 European countries on a bi-yearly basis. Mean numbers of 3 patients are discussed during the MDTs followed by 3-4 QA cases. A participant survey was conducted at the end of virtual meeting with an average satisfaction rate of 9.5. The pathologists felt supported and benefited from networking and clinical collaboration.

Conclusions and Outlook:
This international multidisciplinary team meeting (MDT) continues to provide support in managing the uncertainty with difficult and rare cases and enhances the pathologists training and experience. The frequency of meetings and the number of cases discussed per meeting will be increased in 2023 given the positive response. This will empower individuals and organisations to work together and improve diagnosis and the prognosis for these young patients.
DOI: 10.6084/m9.figshare.25723059.v2
title: Supplementary figures and tables to Kinetic isotopic degassing of CO<sub>2</sub> during the 2021 Fagradalsfjall eruption and the δ<sup>13</sup>C signature of the Icelandic mantle

description: Supplementary figure S1 to 3 and tables S1 to 4 for the manuscript: Kinetic isotopic degassing of CO<sub>2</sub> during the 2021 Fagradalsfjall eruption and the δ<sup>13</sup>C signature of the Icelandic mantle
DOI: 10.4121/21363081.v1
title: Spatially continuous canopy height maps of forested ecosystems of Canada

description: This dataset contains two canopy height maps from forested ecosystems of Canada at 250m spatial resolution — one using information from the spaceborne LiDAR GEDI, and the other from ICESat-2. GEDI and ICESat-2 are particular in acquiring canopy height information in Canada — the former providing more accurate information of vegetation, yet not reaching full coverage in Canada, whilst the latter is not specifically designed to provide vegetation information but has a global coverage. We created wall-to-wall maps using ATL08 LiDAR product from the ICESat-2 satellite, and GEDI L2A from GEDI. The data were download for the mid growing season (June and August 2020). Points were filtered regarding solar background noise and atmospheric scattering, totaling 208,554 points from ICESat-2, and 1,249,354 points for GEDI after filtering and point thinning. These points were associated with 14 ancillary variables primarily corresponding to structure information, such as seasonal Sentinel-1 VV and VH polarization, seasonal Sentinel-2 red and NIR bands, and annual PALSAR-2 HH and HV polarization. Afterwards, the random forest algorithm was used to extrapolate LiDAR observations and develop regression models with the abovementioned spatially continuous variables. GEDI had a better performance than ICESat-2 with a mean difference (MD) of 0.9 m and 2.9 m in relation to ALS data used for validation, and a root mean square error (RMSE) of 4.2 m and 5.2 m, respectively. However, as both GEDI and ALS have no coverage in most of the hemi-boreal forests, ICESat-2 captures the tall canopy heights expected for these forests better than GEDI.
DOI: 10.6084/m9.figshare.13388060.v1
title: Extended Data The relationship between procedural volume and patient outcomes for PCI.docx

description: Extended data for HRB Open Research article DOI: (10.12688/hrbopenres.13203.1)<br>