cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10075049
title: Dataset related to article "Connecting the use of innovative treatments and glucocorticoids with the multidisciplinary evaluation through rule-based natural-language processing: a real-world study on patients with rheumatoid arthritis, psoriatic arthritis, and psoriasis"

description: This record contains raw data related to article "Connecting the use of innovative treatments and glucocorticoids with the multidisciplinary evaluation through rule-based natural-language processing: a real-world study on patients with rheumatoid arthritis, psoriatic arthritis, and psoriasis"
Abstract
Background: The impact of a multidisciplinary management of rheumatoid arthritis (RA), psoriatic arthritis (PsA), and psoriasis on systemic glucocorticoids or innovative treatments remains unknown. Rule-based natural language processing and text extraction help to manage large datasets of unstructured information and provide insights into the profile of treatment choices.
Methods: We obtained structured information from text data of outpatient visits between 2017 and 2022 using regular expressions (RegEx) to define elastic search patterns and to consider only affirmative citation of diseases or prescribed therapy by detecting negations. Care processes were described by binary flags which express the presence of RA, PsA and psoriasis and the prescription of glucocorticoids and biologics or small molecules in each cases. Logistic regression analyses were used to train the classifier to predict outcomes using the number of visits and the other specialist visits as the main variables.
Results: We identified 1743 patients with RA, 1359 with PsA and 2,287 with psoriasis, accounting for 5,677, 4,468 and 7,770 outpatient visits, respectively. Among these, 25% of RA, 32% of PsA and 25% of psoriasis cases received biologics or small molecules, while 49% of RA, 28% of PsA, and 40% of psoriasis cases received glucocorticoids. Patients evaluated also by other specialists were treated more frequently with glucocorticoids (70% vs. 49% for RA, 60% vs. 28% for PsA, 51% vs. 40% for psoriasis; p < 0.001) as well as with biologics/small molecules (49% vs. 25% for RA, 64% vs. 32% in PsA; 51% vs. 25% for psoriasis; p < 0.001) compared to cases seen only by the main specialist.
Conclusion: Patients with RA, PsA, or psoriasis undergoing multiple evaluations are more likely to receive innovative treatments or glucocorticoids, possibly reflecting more complex cases.
DOI: 10.5281/zenodo.10075048
title: Dataset related to article "Connecting the use of innovative treatments and glucocorticoids with the multidisciplinary evaluation through rule-based natural-language processing: a real-world study on patients with rheumatoid arthritis, psoriatic arthritis, and psoriasis"

description: This record contains raw data related to article "Connecting the use of innovative treatments and glucocorticoids with the multidisciplinary evaluation through rule-based natural-language processing: a real-world study on patients with rheumatoid arthritis, psoriatic arthritis, and psoriasis"
Abstract
Background: The impact of a multidisciplinary management of rheumatoid arthritis (RA), psoriatic arthritis (PsA), and psoriasis on systemic glucocorticoids or innovative treatments remains unknown. Rule-based natural language processing and text extraction help to manage large datasets of unstructured information and provide insights into the profile of treatment choices.
Methods: We obtained structured information from text data of outpatient visits between 2017 and 2022 using regular expressions (RegEx) to define elastic search patterns and to consider only affirmative citation of diseases or prescribed therapy by detecting negations. Care processes were described by binary flags which express the presence of RA, PsA and psoriasis and the prescription of glucocorticoids and biologics or small molecules in each cases. Logistic regression analyses were used to train the classifier to predict outcomes using the number of visits and the other specialist visits as the main variables.
Results: We identified 1743 patients with RA, 1359 with PsA and 2,287 with psoriasis, accounting for 5,677, 4,468 and 7,770 outpatient visits, respectively. Among these, 25% of RA, 32% of PsA and 25% of psoriasis cases received biologics or small molecules, while 49% of RA, 28% of PsA, and 40% of psoriasis cases received glucocorticoids. Patients evaluated also by other specialists were treated more frequently with glucocorticoids (70% vs. 49% for RA, 60% vs. 28% for PsA, 51% vs. 40% for psoriasis; p < 0.001) as well as with biologics/small molecules (49% vs. 25% for RA, 64% vs. 32% in PsA; 51% vs. 25% for psoriasis; p < 0.001) compared to cases seen only by the main specialist.
Conclusion: Patients with RA, PsA, or psoriasis undergoing multiple evaluations are more likely to receive innovative treatments or glucocorticoids, possibly reflecting more complex cases.
DOI: 10.15493/deff.10000005
title: Coastal Inundation (eBTM with variable surface roughness input)

description: The model, in its current form has been deprecated as ArcGIS Pro will no longer support specific tools embedded in the model. Furthermore, enhancements to the Python environment have not been catered for, therefore further user intervention may be required. This GIS-based coastal inundation model, presented in ArcPy format, comprises of an enhanced bathtub model (eBTM) that attempts to improve on the single-value roughness eBTM by accepting a raster layer depicting variable user-defined surface roughness. The model was developed using ArcGIS 10.3 model builder and requires ArcGIS Spatial Analyst extension. The model was developed specifically in the coastal context to address coastal inundation hazard through the use of GIS where dynamic data (e.g. wind speed, direction etc.) and/or more sophisticated models are unavailable. The outputs are intended to assist decision-making processes related to coastal planning and risk mitigation/management. Overall, the model is an improvement on the simple bathtub model in that it considers hydrological connectivity to the coast, beach slope and user-defined surface roughness and is best used on focused (localised) study areas, with a high-resolution DEM, specifically a digital surface model. The output depicts potential inundation pathways based on topography and the maximum inland inundation limits based on the water level specified by the user.
DOI: 10.25318/9810041101-fra
title: Statistiques du revenu d’emploi, selon le plus haut niveau de scolarité : Canada, provinces et territoires, divisions de recensement et subdivisions de recensement

description: Revenu d’emploi (en 2019 et en 2020) selon le plus haut certificat, diplôme ou grade, pour les divisions de recensement et les municipalités.
DOI: 10.6084/m9.figshare.24511474
title: sample_metadata.txt

description: Metadata file containing sample names and descriptions
DOI: 10.4121/51de87d3-1c8e-4849-96cd-8045c5e6ab7f.v2
title: I.AM. dataset containing box-toss experiments with Box006, Box007, and Box009 for validation of impact-aware object tracking

description: I.AM. dataset as part of the Impact-Aware Robotics Archives Collection. This archive contains recordings of experiments where Box006, Box007, and Box009 are tossed on a running conveyor, with and an industrial background from two different viewpoints. The purpose of these experiments is to validate the impact-aware object tracking algorythm for tossed boxes in logistic environments. The involved contact is between the object and the environment, which in these recordings are Box006, Box007, and Box009 and a conveyor (Conveyor002), respectively. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus. More information about the dataset, the objects, and the environments used, can be found on https://impact-aware-robotics-database.tue.nl/.
DOI: 10.4121/0c6be5a5-2294-4f16-b2ff-cb9ef4826402
title: Replication Dataset for "Dune geometry and the associated hydraulic roughness in a fluvial to tidal transition zone at low river flow"

description: Replication dataset corresponding to the publication "Dune geometry and the associated hydraulic roughness in a fluvial to tidal transition zone at low river flow"This dataset consists of the raw field data, hydraulic model, processed field data and scripts. The contents are described in the word document.<br><br>Abstract: In deltas and estuaries throughout the world, a fluvial-to-tidal transition zone (FTTZ) exists where both the river discharge and the tidal motion drive the flow. It is unclear how dune characteristics are impacted by changes in tidal flow strength, and how this is reflected in the hydraulic roughness. To understand dune geometry and variability in the FTTZ and possible impacts on hydraulic roughness, we assess dune variability from multibeam bathymetric surveys, and we use a calibrated 2D hydrodynamic model (Delft3D-FM) of a sand-bedded lowland river (Fraser River, Canada). We focus on a period of low river discharge during which tidal impact is strong. We find that the fluvial-tidal to tidal regime change is not directly reflected in dune height, but local patterns of increasing and decreasing dune height are present. The fluvial-to-tidal regime change is reflected in dune shape, where dunes have lower leeside angles and are more symmetrical in the tidal regime. The calibrated model is able to estimate local patterns of dune heights using tidally-averaged values of bed shear stress. However, the spatially variable dune morphology hampers local dune height estimations. Changes in dune shape do not significantly impact the reach-scale roughness, and estimated dune roughness using dune height and length is similar to the dune roughness inferred from model calibration. Hydraulic model performance with a calibrated, constant roughness is not improved by implementing dune-derived bed roughness. Instead, large-scale river morphology may explain differences in model roughness and corresponding estimates from dune predictors.
DOI: 10.4121/0c6be5a5-2294-4f16-b2ff-cb9ef4826402.v1
title: Replication Dataset for "Dune geometry and the associated hydraulic roughness in a fluvial to tidal transition zone at low river flow"

description: Replication dataset corresponding to the publication "Dune geometry and the associated hydraulic roughness in a fluvial to tidal transition zone at low river flow"This dataset consists of the raw field data, hydraulic model, processed field data and scripts. The contents are described in the word document.<br><br>Abstract: In deltas and estuaries throughout the world, a fluvial-to-tidal transition zone (FTTZ) exists where both the river discharge and the tidal motion drive the flow. It is unclear how dune characteristics are impacted by changes in tidal flow strength, and how this is reflected in the hydraulic roughness. To understand dune geometry and variability in the FTTZ and possible impacts on hydraulic roughness, we assess dune variability from multibeam bathymetric surveys, and we use a calibrated 2D hydrodynamic model (Delft3D-FM) of a sand-bedded lowland river (Fraser River, Canada). We focus on a period of low river discharge during which tidal impact is strong. We find that the fluvial-tidal to tidal regime change is not directly reflected in dune height, but local patterns of increasing and decreasing dune height are present. The fluvial-to-tidal regime change is reflected in dune shape, where dunes have lower leeside angles and are more symmetrical in the tidal regime. The calibrated model is able to estimate local patterns of dune heights using tidally-averaged values of bed shear stress. However, the spatially variable dune morphology hampers local dune height estimations. Changes in dune shape do not significantly impact the reach-scale roughness, and estimated dune roughness using dune height and length is similar to the dune roughness inferred from model calibration. Hydraulic model performance with a calibrated, constant roughness is not improved by implementing dune-derived bed roughness. Instead, large-scale river morphology may explain differences in model roughness and corresponding estimates from dune predictors.
DOI: 10.6084/m9.figshare.24511516
title: Metaphlan estimated absolute counts

description: Per sample absolute species level count table as estimated via metaphlan
DOI: 10.7488/ds/7536
title: States and International Criminal Justice: COST CA18228 Scoping Survey (version 2)

description: The data consists of two elements, both derived from a survey developed and administered through the EU Cost Action CA18228 (Global Atrocity Justice Constellations). The first element is made up of quantitative and categorical data; the second of qualitative text responses. The survey seeks to record and measure different elements of states' engagement with international criminal justice, including the integration of relevant provisions to domestic law; cooperation with and support for international and hybrid courts; various policy measures around prosecution of crimes defined in international law, and for the support of victims of such crimes; domestic prosecutions; NGO activity; and memorialisation, museums and other cultural activities. The survey covers 23 countries in Africa, the Americas, Asia and Europe. In each case, data was provided by individual scholars or teams of scholars coming from, working in, or working on the country in question. In some instances additional support was provided from NGOs or governmental agencies.
description: Survey Instrument as .pdf (Cost Survey Instrument V1 and V2.pdf) Qualitative responses as .pdf (Cost Survey V2 October 2023.pdf) Quantitative and categorical data as .csv, for Excel etc. (Cost Survey V2 October 2023 as CSV.csv) Quantitative and categorical data for SPSS (Cost Survey V2 October 2023 for SPSS.sav)
DOI: 10.25416/ntr.24488071
title: The Pedagogies for Social Justice Podcast with Kyra Araneta and Dr Fatima Maatwk.m4a

description: In this episode Julia Bohlmann and Michele Vincent talk to Kyra Araneta and Dr Fatima Maatwk from the University of Westminster about the potential of podcasts to co-create knowledge and communicate to a wide range of audiences. Both have been involved in making the Pedagogies for Social Justice podcast a huge success. Kyra talks about how the podcast space can be made safe for guests and Fatima emphasises the importance of partnering with students when doing decolonial and social justice work.
DOI: 10.25416/ntr.24488071.v1
title: The Pedagogies for Social Justice Podcast with Kyra Araneta and Dr Fatima Maatwk.m4a

description: In this episode Julia Bohlmann and Michele Vincent talk to Kyra Araneta and Dr Fatima Maatwk from the University of Westminster about the potential of podcasts to co-create knowledge and communicate to a wide range of audiences. Both have been involved in making the Pedagogies for Social Justice podcast a huge success. Kyra talks about how the podcast space can be made safe for guests and Fatima emphasises the importance of partnering with students when doing decolonial and social justice work.
DOI: 10.25416/ntr.24487978
title: The Diversity Mark Programme with Dr Barbara Adewumi and Rachel Gefferie.m4a

description: In this conversation with Dr Barbara Adewumi and Rachel Gefferie, Julia Bohlmann and Aniela Bankowicz discuss how racism and coloniality are intertwined and how the Diversity Mark Programme works to create a sense of belonging among racially minoritized students at the University of Kent. Crucially, students are engaged in this process as paid staff members who are trained to enter negotiations with course conveners. While Rachel outlines how this process works in practice, Barbara gives insight into Critical Race Theory and how it is used as a conceptual and methodological framework for the programme.
DOI: 10.25416/ntr.24487978.v1
title: The Diversity Mark Programme with Dr Barbara Adewumi and Rachel Gefferie.m4a

description: In this conversation with Dr Barbara Adewumi and Rachel Gefferie, Julia Bohlmann and Aniela Bankowicz discuss how racism and coloniality are intertwined and how the Diversity Mark Programme works to create a sense of belonging among racially minoritized students at the University of Kent. Crucially, students are engaged in this process as paid staff members who are trained to enter negotiations with course conveners. While Rachel outlines how this process works in practice, Barbara gives insight into Critical Race Theory and how it is used as a conceptual and methodological framework for the programme.
DOI: 10.6084/m9.figshare.24511525
title: vOTU_tss_count_table.tsv

description: Total sum scaled vOTU counts per sample.
DOI: 10.25416/ntr.24487957.v1
title: The Student Perspective on Decolonising the Curriculum with Olumuyiwa Opaleye and Omar Saleh.m4a

description: In this conversation, Olumuyiwa Opaleye, postgraduate student at Edinburgh Napier University, and Omar Saleh, undergraduate student at the University of Glasgow, talk to Molly Mead and Aniela Bankowicz about their experiences of being an international student in Scotland. Both represent students at their university and share what motivated them to get involved, campaigns close to their heart, and offer their perspectives on taking action on Decolonising the Curriculum.The episode has been facilitated and scripted by Julia Bohlmann.
DOI: 10.25416/ntr.24487957
title: The Student Perspective on Decolonising the Curriculum with Olumuyiwa Opaleye and Omar Saleh.m4a

description: In this conversation, Olumuyiwa Opaleye, postgraduate student at Edinburgh Napier University, and Omar Saleh, undergraduate student at the University of Glasgow, talk to Molly Mead and Aniela Bankowicz about their experiences of being an international student in Scotland. Both represent students at their university and share what motivated them to get involved, campaigns close to their heart, and offer their perspectives on taking action on Decolonising the Curriculum.The episode has been facilitated and scripted by Julia Bohlmann.
DOI: 10.5281/zenodo.10075126
title: CHAKILKALYAN TOG'LARI AKBA MAYDONI APOKARBONAT OLTIN MA'DANLARINING MINERAL TARKIBI

description: Respublikamizda keyingi yillarda geologiya sohasidagi ishlarni zamon talablariga muvofiq takomillashtirish, sohani isloh qilish bo'yicha bir qator chora-tadbirlar amalga oshirilmoqda. Jumladan, Chakilkalyan tog'lari hududida karbonat komplekslarda yangi konlarni aniqlashga erishilgan. O'zbekiston Respublikasini yanada rivojlantirish bo'yicha Harakatlar strategiyasida "... alohida hududlarda tabiiy va mineral xomashyo salohiyatidan kompleks va samarali foydalanishni ta'minlash ..." muhim vazifalar belgilab berilgan. Bu borada, oltin ma'danli mintaqalarda, ilmiy asoslangan zamonaviy texnologiyalardan foydalangan holda oltin ma'danlari zaxirasini kengaytirish maqsadida ilmiy-tadqiqot ishlarini o'tkazish va apokarbonat oltin ma'danlashuvining bashoratlash-izlash kompleksini ishlab chiqish muhim ilmiy-amaliy ahamiyat kasb etadi.
DOI: 10.5281/zenodo.10075125
title: CHAKILKALYAN TOG'LARI AKBA MAYDONI APOKARBONAT OLTIN MA'DANLARINING MINERAL TARKIBI

description: Respublikamizda keyingi yillarda geologiya sohasidagi ishlarni zamon talablariga muvofiq takomillashtirish, sohani isloh qilish bo'yicha bir qator chora-tadbirlar amalga oshirilmoqda. Jumladan, Chakilkalyan tog'lari hududida karbonat komplekslarda yangi konlarni aniqlashga erishilgan. O'zbekiston Respublikasini yanada rivojlantirish bo'yicha Harakatlar strategiyasida "... alohida hududlarda tabiiy va mineral xomashyo salohiyatidan kompleks va samarali foydalanishni ta'minlash ..." muhim vazifalar belgilab berilgan. Bu borada, oltin ma'danli mintaqalarda, ilmiy asoslangan zamonaviy texnologiyalardan foydalangan holda oltin ma'danlari zaxirasini kengaytirish maqsadida ilmiy-tadqiqot ishlarini o'tkazish va apokarbonat oltin ma'danlashuvining bashoratlash-izlash kompleksini ishlab chiqish muhim ilmiy-amaliy ahamiyat kasb etadi.
DOI: 10.25318/9810042201-eng
title: High school completion by Indigenous identity and labour force status: Canada, provinces and territories, census divisions and census subdivisions with a population 5,000 or more

description: Data on Indigenous populations with high school diploma or equivalency certificate, for census divisions and large municipalities.
DOI: 10.6084/m9.figshare.24511531
title: all_vOTU_data.tsv

description: All vOTU data (includes read counts, tss values, completeness + quality info, and taxonomic info etc)
DOI: 10.5281/zenodo.10075144
title: СOMPARATIVE ANALlYSIS OF THE POETICS OF ENGLISH, RUSSIAN AND KARAKALPAK LULLABIES

description: The article deals with the study of typological concepts of English-Karakalpak-Russian lullabies. The article goes through to find out distinguishes, similarities of English, Russian and Karakalpak lullabies.
DOI: 10.5281/zenodo.10075104
title: Dataset - Education regime and creativity

description: The dataset can be used to calculate the effects of the paper "Education regime and creativity: the Eastern Confucian and the Western Enlightenment types of learning in the PISA test".
DOI: 10.5281/zenodo.10075143
title: СOMPARATIVE ANALlYSIS OF THE POETICS OF ENGLISH, RUSSIAN AND KARAKALPAK LULLABIES

description: The article deals with the study of typological concepts of English-Karakalpak-Russian lullabies. The article goes through to find out distinguishes, similarities of English, Russian and Karakalpak lullabies.
DOI: 10.25318/9810042201-fra
title: Obtention d’un diplôme d’études secondaires, selon l’identité autochtone et la situation d’activité : Canada, provinces et territoires, divisions de recensement et subdivisions de recensement ayant une population de 5 000 habitants ou plus

description: Données sur les populations autochtones ayant un diplôme d'études secondaires ou une attestation d'équivalence, pour les divisions de recensement et les grandes municipalités.
DOI: 10.6084/m9.figshare.22012589
title: Data, analyses and appendix belonging to: Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations Jacques A. Deere, Isabel M. Smallegange bioRxiv 2023.02.06.527265; doi: https://doi.org/10.1101/2023.02.06.527265

description: Data and R code to run the analyses presented in: "Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations" by J.A. Deere & I.M. Smallegange. The readme.txt file explains which analyses use which datafiles.
DOI: 10.6084/m9.figshare.22012589.v8
title: Data, analyses and appendix belonging to: Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations Jacques A. Deere, Isabel M. Smallegange bioRxiv 2023.02.06.527265; doi: https://doi.org/10.1101/2023.02.06.527265

description: Data and R code to run the analyses presented in: "Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations" by J.A. Deere & I.M. Smallegange. The readme.txt file explains which analyses use which datafiles.
DOI: 10.6084/m9.figshare.22012589.v7
title: Data, analyses and appendix belonging to: Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations Jacques A. Deere, Isabel M. Smallegange bioRxiv 2023.02.06.527265; doi: https://doi.org/10.1101/2023.02.06.527265

description: Data and R code to run the analyses presented in: "Individual differences in developmental trajectory leave a male polyphenic signature in bulb mite populations" by J.A. Deere & I.M. Smallegange. The readme.txt file explains which analyses use which datafiles.