cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18377490
title: Prevalence data and model simulation outputs for plots to accompany onchocerciasis morbidity modelling publication

description: This dataset supports plotting the following:



Prevalence data points and associated 95% confidence intervals the following paper (Figures 3 - 9) in All_data_plots.xlxs




Model simulaton outputs to plot the mean and shaded undertainty region for skin disease age-prevalence (Figure 3) in Fig3sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for ocular disease age-prevalence (Figure 4) in Fig4sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for skin disease under MDA (Figures 5 to 8) in Fig5to8sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for ocular disease under MDA (Figure 9) in Fig9sims.csv


Code to reproduce figures 3 to 9, using the above data/model outputs, can be found in the file: plotting_code_publication.R

===================================================================================================

Onchocerciasis-associated skin and ocular disease and the impact of ivermectin treatment: a modelling study

Matthew A. Dixon1†*, Aditya Ramani1,2†, Martin Walker1,2, Jacob N. Stapley1, Michele E. Murdoch3, Ian E. Murdoch4, Gladys A. Ozoh5, Jonathan F. Mosser6,7, Maria-Gloria Basáñez1*

1MRC Centre for Global Infectious Disease Analysis and London Centre for Neglected Tropical Disease Research, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, 90 Wood Lane, London, W12 0BZ, UK

2Department of Pathobiology and Population Sciences, Royal Veterinary College, Hawkshead Lane, Hatfield, Hertfordshire, AL9 7TA, UK

3Department of Dermatology, West Herts Teaching Hospitals NHS Trust, Watford, Herts., UK

4International Centre for Eye Health, Institute of Ophthalmology, London, UK

5Dermatology Division, University of Nigeria Teaching Hospital, Ituku Ozala Enugu State, Nigeria

6Institute for Health Metrics and Evaluation, Hans Rosling Center for Population Health, 3980 15th Ave NE, Seattle WA 98195, USA

7Department of Global Health, School of Public Health, and Seattle Children’s Hospital, University of Washington, Seattle WA, USA

†Contributed equally

Communications Medicine
DOI: 10.5281/zenodo.18378708
title: Prevalence data and model simulation outputs for plots to accompany onchocerciasis morbidity modelling publication

description: This dataset supports plotting the following:



Prevalence data points and associated 95% confidence intervals the following paper (Figures 3 - 9) in All_data_plots.xlxs




Model simulaton outputs to plot the mean and shaded undertainty region for skin disease age-prevalence (Figure 3) in Fig3sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for ocular disease age-prevalence (Figure 4) in Fig4sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for skin disease under MDA (Figures 5 to 8) in Fig5to8sims.csv




Model simulaton outputs to plot the mean and shaded undertainty region for ocular disease under MDA (Figure 9) in Fig9sims.csv


Code to reproduce figures 3 to 9, using the above data/model outputs, can be found in the file: plotting_code_publication.R

===================================================================================================

Onchocerciasis-associated skin and ocular disease and the impact of ivermectin treatment: a modelling study

Matthew A. Dixon1†*, Aditya Ramani1,2†, Martin Walker1,2, Jacob N. Stapley1, Michele E. Murdoch3, Ian E. Murdoch4, Gladys A. Ozoh5, Jonathan F. Mosser6,7, Maria-Gloria Basáñez1*

1MRC Centre for Global Infectious Disease Analysis and London Centre for Neglected Tropical Disease Research, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, 90 Wood Lane, London, W12 0BZ, UK

2Department of Pathobiology and Population Sciences, Royal Veterinary College, Hawkshead Lane, Hatfield, Hertfordshire, AL9 7TA, UK

3Department of Dermatology, West Herts Teaching Hospitals NHS Trust, Watford, Herts., UK

4International Centre for Eye Health, Institute of Ophthalmology, London, UK

5Dermatology Division, University of Nigeria Teaching Hospital, Ituku Ozala Enugu State, Nigeria

6Institute for Health Metrics and Evaluation, Hans Rosling Center for Population Health, 3980 15th Ave NE, Seattle WA 98195, USA

7Department of Global Health, School of Public Health, and Seattle Children’s Hospital, University of Washington, Seattle WA, USA

†Contributed equally

Communications Medicine
DOI: 10.25934/pr00007924
title: KEYSTONE

description: The Keystone Surveillance Program was designed to monitor omadacycline susceptibility over time while fulfilling post-marketing regulatory requirements.  Providing access to current antimicrobial susceptibility data including omadacycline, will play an essential role in monitoring the prevalence of antimicrobial resistance globally.
description: Omadacycline is a broad-spectrum tetracycline-class antibacterial agent specifically designed to overcome tetracycline resistance mechanisms such as efflux pumps and ribosomal protection. Omadacycline received Food and Drug Administration (FDA) approval for oral and intravenous formulations for the treatment of acute bacterial skin and skin structure infections (ABSSSIs) and community-acquired bacterial pneumonia (CABP) in October 2018.  Omadacycline is active against difficult-to-treat pathogens, such as methicillin-resistant Staphylococcus aureus (MRSA), vancomycin-resistant enterococci (VRE), penicillin- and macrolide-resistant pneumococci, and Enterobacterales isolates that produce an array of extended-spectrum beta-lactamases (ESBLs).  
The KEYSTONE Surveillance Program evaluated the in vitro antimicrobial activity of omadacycline and comparator agents against over 83,000 Gram-positive and Gram-negative isolates collected during 2014-2023 from United States and Europe.
DOI: 10.5281/zenodo.18434434
title: THE RELATIONSHIP BETWEEN DIALECT AND LITERARY LANGUAGE IN THE HISTORY OF THE UZBEK LANGUAGE: HISTORICAL-LINGUISTIC ANALYSIS

description: This study is devoted to the analysis of the complex and multifaceted relationship between dialects and the literary language in the history of the Uzbek language based on a historical-linguistic approach. The study considers dialects as an important source in the formation and development of the Uzbek literary language, and the influence of their phonetic, lexical and grammatical features on the norms of the literary language is consistently highlighted. The work provides a comparative analysis of written sources of the ancient Turkic period, samples of the old Uzbek literary language and modern dialect materials, paying special attention to the issues of historical continuity and coherence. Also, the role of regional dialects in the formation of literary language norms, the processes of their selection and assimilation into the national language are studied in connection with sociolinguistic factors. The results of the study show that the interaction between dialects and the literary language is not a one-sided, but a dynamic and complex process. This scientific work serves as a theoretical and practical basis for a deeper understanding of the laws of the historical development of the Uzbek language, as well as for improving literary language norms and the effective use of dialect materials.
DOI: 10.5281/zenodo.18434433
title: THE RELATIONSHIP BETWEEN DIALECT AND LITERARY LANGUAGE IN THE HISTORY OF THE UZBEK LANGUAGE: HISTORICAL-LINGUISTIC ANALYSIS

description: This study is devoted to the analysis of the complex and multifaceted relationship between dialects and the literary language in the history of the Uzbek language based on a historical-linguistic approach. The study considers dialects as an important source in the formation and development of the Uzbek literary language, and the influence of their phonetic, lexical and grammatical features on the norms of the literary language is consistently highlighted. The work provides a comparative analysis of written sources of the ancient Turkic period, samples of the old Uzbek literary language and modern dialect materials, paying special attention to the issues of historical continuity and coherence. Also, the role of regional dialects in the formation of literary language norms, the processes of their selection and assimilation into the national language are studied in connection with sociolinguistic factors. The results of the study show that the interaction between dialects and the literary language is not a one-sided, but a dynamic and complex process. This scientific work serves as a theoretical and practical basis for a deeper understanding of the laws of the historical development of the Uzbek language, as well as for improving literary language norms and the effective use of dialect materials.
DOI: 10.5281/zenodo.15477180
title: Data on policy support for renewable electricity

description: This dataset contains detailed, machine-readable data on support policies for renewable electricity adoption from the years 2000-2024 for Germany, Greece, Ireland, and France. It inclues the following support policy instruments:



Feed-in Tariffs (FITs)

Feed-in Premiums (FIPs)

Auctions for renewable energy capacity

Accelerated depreciation

Loan guarantees

Soft loans

Subsidies

Tax incentives (tax rebates, tax reductions)

Tradeable Green Certificates (TGCs)


The work was performed by Silvia Weko, Puru Malhotra, Aksornchan Chaianong, Ioannis Milioritsas, Dogukan Günkördü, Franziska Bold, and Johan Lilliestam, during 2024-2025. The work was led by Silvia Weko and data were cleaned by Puru Malhotra and Silvia Weko. Data were gathered by PM, IM, DG, FB, and SW. AC and JL contributed to the research structure and process. 

The data is published with CC BY-SA 4.0. The dataset should be cited as:

Weko, S., Malhotra, P., Bold, F., Chaianong, A., Günkördü, D., Kurt, A., Milioritsas, I., and Lilliestam, J. (2025): Data on policy support for renewable electricity (Version 1, February 2025). Sustainability Transition Policy Group, Friedrich-Alexander-Universität Erlangen-Nürnberg. DOI: 10.5281/zenodo.15477180

The authors would like to thank the German Federal Government, the German State Governments, and the Joint Science Conference (GWK) for their funding and support as part of the NFDI4Energy consortium. The work was funded by the German Research Foundation (DFG) – 501865131 within the German National Research Data Infrastructure (NFDI, www.nfdi.de). Silvia Weko would also like to thank the Office for Equal Opportunities for Women in Science and the Arts at the School of Business, Economics, and Law at FAU Erlangen-Nürnberg.
DOI: 10.5281/zenodo.18434418
title: The problem of diffuse pollution of a major river running through predominantly rural area: the case of potentially detrimental levels of tungsten, silver, and manganese in the Mura River

description: Our aim was to investigate the diffuse pollution impact on large lowland river, namely the Mura River (Croatia), at nine sites in contrasting periods of high/low water discharges, and to characterize potential pollution sources. Physico-chemical parameters and nutrients were analysed in the water, metals/metalloids (44 elements, including rare earths) in water/sediment, and specific microbial genes in sediments. At several sites, the dissolved Ag (0.200–0.220 μg L−1), Mn (133 μg L−1), and W (0.800 μg L−1) surpassed suggested protective concentrations for aquatic biota (MACAg = 0.022 μg L−1, in new EU WFD proposal; PNECMn = 75 μg L−1, established for freshwaters; MACW = 0.800 μg L−1, established in Russia for aquatic systems intended for fishing), whereas high nitrogen (up to 5.8 mg L−1) and phosphorus (up to 1.7 mg L−1) in water were found across all sites. Sediment enrichment factors were especially high for Mn (up to 3.5), Mo (up to 4.3) and W (up to 4.1). Increased microbial Pb-resistance (high pbrT gene copies, ∼10−2 gene copies/rrn copies) was found in the vicinity of the abandoned coal mines, and elevated intI1 gene copies (∼10−2 gene copies/rrn copies) throughout the studied river section. The agricultural runoff and the abandoned coal mine drainage were indicated as major contamination sources. Despite the high dilution capacity of the Mura River, the pollution level was detected that can be hazardous for some aquatic organisms. To preserve the rich biodiversity of this UNESCO Biosphere Reserve, further assessment of pollution consequences is highly recommended.
DOI: 10.5281/zenodo.18434483
title: "THEORETICAL FOUNDATIONS FOR DEVELOPING THE CONCEPT OF ENHANCING HUMAN DIGNITY IN GENERAL SECONDARY SCHOOL STUDENTS THROUGH WORKS OF VISUAL ART."

description: Theoretical principles of developing the understanding of human assessments among high school students through visual art
DOI: 10.5281/zenodo.18434417
title: The problem of diffuse pollution of a major river running through predominantly rural area: the case of potentially detrimental levels of tungsten, silver, and manganese in the Mura River

description: Our aim was to investigate the diffuse pollution impact on large lowland river, namely the Mura River (Croatia), at nine sites in contrasting periods of high/low water discharges, and to characterize potential pollution sources. Physico-chemical parameters and nutrients were analysed in the water, metals/metalloids (44 elements, including rare earths) in water/sediment, and specific microbial genes in sediments. At several sites, the dissolved Ag (0.200–0.220 μg L−1), Mn (133 μg L−1), and W (0.800 μg L−1) surpassed suggested protective concentrations for aquatic biota (MACAg = 0.022 μg L−1, in new EU WFD proposal; PNECMn = 75 μg L−1, established for freshwaters; MACW = 0.800 μg L−1, established in Russia for aquatic systems intended for fishing), whereas high nitrogen (up to 5.8 mg L−1) and phosphorus (up to 1.7 mg L−1) in water were found across all sites. Sediment enrichment factors were especially high for Mn (up to 3.5), Mo (up to 4.3) and W (up to 4.1). Increased microbial Pb-resistance (high pbrT gene copies, ∼10−2 gene copies/rrn copies) was found in the vicinity of the abandoned coal mines, and elevated intI1 gene copies (∼10−2 gene copies/rrn copies) throughout the studied river section. The agricultural runoff and the abandoned coal mine drainage were indicated as major contamination sources. Despite the high dilution capacity of the Mura River, the pollution level was detected that can be hazardous for some aquatic organisms. To preserve the rich biodiversity of this UNESCO Biosphere Reserve, further assessment of pollution consequences is highly recommended.
DOI: 10.5281/zenodo.18434482
title: "THEORETICAL FOUNDATIONS FOR DEVELOPING THE CONCEPT OF ENHANCING HUMAN DIGNITY IN GENERAL SECONDARY SCHOOL STUDENTS THROUGH WORKS OF VISUAL ART."

description: Theoretical principles of developing the understanding of human assessments among high school students through visual art
DOI: 10.5281/zenodo.18429686
title: TriCloudEdge AI Faces Database

description: AI-generated face images for testing TriCloudEdge (ESP32-CAM, ESP32-S3, AWS) from various public sources; tools for ESP32-CAM–compatible prep; non-commercial research; see README in the dataset.

This dataset is used to test the TriCloudEdge project (GItHub URL will be added later). TriCloudEdge is a three-tier IoT system (ESP32-CAM → ESP32-S3 → AWS) for face detection and recognition. The faces here are used to store images on the ESP32-CAM SD card, read them on-device, run them through the ESP32 AI face-detection pipeline, and benchmark transfer (WebSocket vs Zenoh), parallelism (on/off), cloud round-trips, and related performance.
DOI: 10.5281/zenodo.18429687
title: TriCloudEdge AI Faces Database

description: AI-generated face images for testing TriCloudEdge (ESP32-CAM, ESP32-S3, AWS) from various public sources; tools for ESP32-CAM–compatible prep; non-commercial research; see README in the dataset.

This dataset is used to test the TriCloudEdge project (GItHub URL will be added later). TriCloudEdge is a three-tier IoT system (ESP32-CAM → ESP32-S3 → AWS) for face detection and recognition. The faces here are used to store images on the ESP32-CAM SD card, read them on-device, run them through the ESP32 AI face-detection pipeline, and benchmark transfer (WebSocket vs Zenoh), parallelism (on/off), cloud round-trips, and related performance.
DOI: 10.5281/zenodo.18434442
title: The cohesive impacts of fine-grained sediment and pore ice on gravel entrainment: Datasets

description: Datasets accompanying the submitted paper: The cohesive impacts of fine-grained sediment and pore ice on gravel entrainment.
DOI: 10.5281/zenodo.18434443
title: The cohesive impacts of fine-grained sediment and pore ice on gravel entrainment: Datasets

description: Datasets accompanying the submitted paper: The cohesive impacts of fine-grained sediment and pore ice on gravel entrainment.
DOI: 10.6084/m9.figshare.31212085
title: Combined B-vitamin supplementation on homocysteine and vascular outcomes in coronary heart disease: a meta-analysis

description: Hyperhomocysteinemia (Hcy) independently predicts coronary heart disease (CHD) and adverse cardiovascular events. Although folic acid plays a key role in Hcy metabolism, the effect of combined B-vitamin supplementation (folic acid, VB6, and VB12) on clinical outcomes in CHD remains uncertain. A systematic search of PubMed, Embase, and the Cochrane Library was conducted from inception through April 2025 using MeSH terms including “folic acid,” “vitamin B6,” “vitamin B12,” “coronary heart disease,” and “homocysteine.” A random-effects model was used for meta-analysis. Thirteen studies involving 14,539 participants were included in the meta-analysis (7,338 patients treated with folic acid combined with vitamin B complex and 7,301 controls). Combined B-vitamin supplementation significantly reduced serum Hcy levels [mean difference: −2.36; 95% confidence interval (CI): (−3.09 to −1.62); <i>p</i> &lt; 0.01] compared with any single-nutrient regimen. The incidence of vascular restenosis was lower in the intervention group than in the control group (risk ratio: 0.65; 95% CI: 0.44–0.95; <i>p</i> &lt; 0.05). However, no significant differences were observed in the incidence of major cardiovascular events (<i>p</i> = 0.78) or cardiovascular-related mortality (risk ratio: 0.96; 95% CI: 0.85–1.07; <i>p</i> = 0.44). Combined B-vitamin supplementation effectively lowers serum Hcy levels and the incidence of vascular restenosis in patients with CHD. However, its impact on cardiovascular events and mortality remains inconclusive. Meta-analysis of 13 RCTs (n = 14,539): combined B vitamins lower serum Hcy Combined B-vitamin supplementation lowers vascular restenosis in CHD patients Exerts no significant impact on major CV events or mortality Hcy-lowering appears CHD-specific; broader CV benefits remain unproven
DOI: 10.6084/m9.figshare.31212085.v1
title: Combined B-vitamin supplementation on homocysteine and vascular outcomes in coronary heart disease: a meta-analysis

description: Hyperhomocysteinemia (Hcy) independently predicts coronary heart disease (CHD) and adverse cardiovascular events. Although folic acid plays a key role in Hcy metabolism, the effect of combined B-vitamin supplementation (folic acid, VB6, and VB12) on clinical outcomes in CHD remains uncertain. A systematic search of PubMed, Embase, and the Cochrane Library was conducted from inception through April 2025 using MeSH terms including “folic acid,” “vitamin B6,” “vitamin B12,” “coronary heart disease,” and “homocysteine.” A random-effects model was used for meta-analysis. Thirteen studies involving 14,539 participants were included in the meta-analysis (7,338 patients treated with folic acid combined with vitamin B complex and 7,301 controls). Combined B-vitamin supplementation significantly reduced serum Hcy levels [mean difference: −2.36; 95% confidence interval (CI): (−3.09 to −1.62); <i>p</i> &lt; 0.01] compared with any single-nutrient regimen. The incidence of vascular restenosis was lower in the intervention group than in the control group (risk ratio: 0.65; 95% CI: 0.44–0.95; <i>p</i> &lt; 0.05). However, no significant differences were observed in the incidence of major cardiovascular events (<i>p</i> = 0.78) or cardiovascular-related mortality (risk ratio: 0.96; 95% CI: 0.85–1.07; <i>p</i> = 0.44). Combined B-vitamin supplementation effectively lowers serum Hcy levels and the incidence of vascular restenosis in patients with CHD. However, its impact on cardiovascular events and mortality remains inconclusive. Meta-analysis of 13 RCTs (n = 14,539): combined B vitamins lower serum Hcy Combined B-vitamin supplementation lowers vascular restenosis in CHD patients Exerts no significant impact on major CV events or mortality Hcy-lowering appears CHD-specific; broader CV benefits remain unproven
DOI: 10.3886/e244559
title: The macroeconomic effects of tax incentives for housing renovations: evidence from Italy

description: Tax incentives for housing renovations have become central
instruments of climate and fiscal policy. Italy provides a unique case study to
assess their effectiveness, as these measures were extensively leveraged during
the Covid-19 recession. The Superbonus 110\% and the Facades Bonus were two
generous and transferable tax credits for housing renovation, with a total cost
of €186 billion (9\% of GDP). Using a synthetic control, we estimate the
additional residential investment generated by these incentives. Results show
that the programs stimulated €116 billion of investment, boosting the economic
recovery; the remaining €70 billion financed non-additional projects, raising
concerns about cost-effectiveness.
DOI: 10.5281/zenodo.18434523
title: DETERMINING THE ROLE OF MMP-9 AND TIMP-1 POLYMORPHIC GENES IN SARS COV-2 INDUCED MYOCARDITIS.

description: Current evidence suggests that MMP and TIMP gene polymorphisms may have a significant impact on the degree of inflammation and structural changes in the myocardium during viral infections, including COVID-19. However, the results of studies remain contradictory due to differences in study groups, methodologies, and evaluation criteria. In addition, most of the studies have focused on general aspects of inflammation in myocarditis, and the exact mechanisms associated with genetic variants in the MMP and TIMP genes are poorly understood.
DOI: 10.5281/zenodo.18434524
title: DETERMINING THE ROLE OF MMP-9 AND TIMP-1 POLYMORPHIC GENES IN SARS COV-2 INDUCED MYOCARDITIS.

description: Current evidence suggests that MMP and TIMP gene polymorphisms may have a significant impact on the degree of inflammation and structural changes in the myocardium during viral infections, including COVID-19. However, the results of studies remain contradictory due to differences in study groups, methodologies, and evaluation criteria. In addition, most of the studies have focused on general aspects of inflammation in myocarditis, and the exact mechanisms associated with genetic variants in the MMP and TIMP genes are poorly understood.
DOI: 10.3886/e195601v1-198221
title: Data and Code for: Is Journalistic Truth Dead? Measuring How Informed Voters Are about Political News

description: To investigate general patterns in news information in the U.S., we combine a protocol for identifying major political news stories, 11 monthly surveys with 15,000 participants, and a model of news discernment. When confronted with a true and a fake news story, 47% of subjects confidently choose the true story, 3% confidently choose the fake story, and the remaining half are uncertain. Socioeconomic differences are associated with large variations in the probability of selecting the true news story. Partisan congruence between an individual and a news story matters too, but its impact is up to an order of magnitude smaller.
description: U.S. citizens aged 18 and over. .