cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22347217.v1
title: Supplementary Material for: The effect of a multifaceted intervention including classroom education and bariatric weight suit use on medical students’ attitudes towards patients with obesity

description: Introduction Weight bias refers to negative attitudes towards individuals because of their weight. Evidenced-based strategies to successfully reduce weight bias in medical students are lacking. The purpose of this study was to investigate the impact of a multifaceted intervention on medical students’ attitudes towards patients with obesity. Methods Third- and fourth-year medical students (n= 79), who enrolled in an eight-week graduate course focusing on the various epidemiologic, physiological and clinical aspects of obesity, including a gamification task with bariatric weight suits (BWS), were asked to complete the Nutrition, Exercise and Weight Management (NEW) Attitudes Scale questionnaire pre- and post-course. The inclusion period was between 09/2018 and 06/2021 and covered 4 consecutive groups of students. Results The overall NEW Attitude Scale scores did not change significantly pre- versus post-intervention (pre-course: 19.59, post-course 24.21, p-value = 0.24). However, the subgroup of 4th year medical students showed a significant improvement of their attitudes (pre-course: 16.4, post-course 26.16, p-value = 0.02). The Thurstone rating of 9 out of 31 individual survey items changed significantly from pre- to post-course with a moderate strength (Cramer’s V &gt; 0.2), including 5 items showing weight bias reduction. The disagreement with the statement “Overweight/obese individuals lack willpower” increased from 37 to 68%. Discussion/Conclusion These findings suggest that in medical students with a low level of weight bias at baseline, a semester course on obesity combined with BWS use affects only a limited number of items of the NEW Attitudes scale questionnaire. The sensitization of medical students to weight stigma has the potential to improve quality of healthcare for patients with obesity.
DOI: 10.6084/m9.figshare.23519433.v1
title: Supporting Information - Trait data

description: This dataset corresponds to the original/raw trait data set used in the article It takes a village to grow a tree: most tree species benefit from dissimilar neighbors. The data set include 7 columns: (1) species (sp), (2) genus, (3) trait, (4) standardized trait value (StdValue), (5) trait unit (traitUnit), (6) reference, and (7) short reference. The traits are wood density (WD), seed mass (SM), leaf nitrogen content per dry leaf mass (Nmass), fine root diameter (RD) and specific root length (SRL). <br> References: Belluau, Michael; Bouchard, Élise; Déziel, Mégane; Mordacq, Orane; Messier, Christian; Paquette, Alain (2021). Tree Functional Trait Application Project v1. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14039504.v2 Guerrero‐Ramírez, N. R., Mommer, L., Freschet, G. T., Iversen, C. M., McCormack, M. L., Kattge, J., ... & Weigelt, A. (2021). Global root traits (GRooT) database. <em>Global Ecology and Biogeography</em>, <em>30</em>(1), 25-37.
DOI: 10.6084/m9.figshare.3083704.v1
title: Datasets for tank colour preference and tank aggression displayed by coho salmon kept in closed containment aquaculture systems

description: 100 coho salmon were randomly assigned to groups of 10 and housed in 10 different recirculating aquaculture tanks (tank 1-10). The interior sides and base of each of the experimental tanks were lined with laminated paper varying in pigmentation. Each tank was split into two to provide fish a choice of background colour. Preference tests were conducted between (a) black versus white, light grey, dark grey and patterned tank backgrounds and (b) blue versus white, light grey, dark grey, and black tank backgrounds. The positions of the fish in each tank were video recorded from above. The fish in each tank were recorded for a total of 10 min. Videos were scored at 30-s intervals to determine the number of fish on each side of the tank. Videos were scored continuously for aggressive acts throughout each 10-min trial. Datasets are provided for the black-trial preference tests (number of fish located on the black sides of the tanks for each comparison colour), blue-trial preference tests (number of fish located on the blue sides of the tanks for each comparison colour), and tank aggression (number of aggressive acts occurring on each side of the tanks).
DOI: 10.6084/m9.figshare.1554666.v1
title: Simulation files for "Numerical results" section in "The impact of reduced conductivity on the performance of wire antennas"

description: Almost all simulations are done with FEKO which is a commercial full wave electromagnetic tool. Effect of conductivity of the material on 3 different antenna types (dipole, meander line, Yagi-Uda) are investigated. Simulation files for each antenna are grouped in a separate fileset. Files starting with the term "Data" are the data used to generate Fig.2-Fig.9 in the main paper, and Fig.S2-Fig.S6 in supplementary document.
DOI: 10.6084/m9.figshare.25116941.v2
title: <b>In global forests, how species diversity affects the resistance and resilience of trees under short-term and persistent droughts.</b>

description: Raw datasets and R codes, which are used in the paper "In global forests, how species diversity affects the resistance and resilience of trees under short-term and persistent droughts".The datasets include:<br>raw data of tree-ring widths from https://www1.ncdc.noaa.gov/pub/data/paleo/treering/; the global patterns of vascular plant alpha diversity from https://doi.org/10.1038/s41467-022-32063-z; the gridded SPEI data (SPEIbase v2.9) from https://digital.csic.es/handle/10261/332007; the Climatic Research Unit (CRU), version TS 4.07 from https://crudata.uea.ac.uk/cru/data/hrg/; the Regridded Harmonized World Soil Database v1.2 from https://daac.ornl.gov/SOILS/guides/HWSD.html; compound topographic index from https://doi.org/10.5285/6b0c4358-2bf3-4924-aa8f-793d468b92be; wood density from https://datadryad.org/handle/10255/dryad.235; SLA from https://github.com/abhirupdatta/global_maps_of_plant_traits.<br>Please cite the corresponding papers correctly and follow the data usage license when using these datasets.
DOI: 10.6084/m9.figshare.28287962.v2
title: Figure Source Data

description: Figure source data: Excel file contains most source data for most plots and images, and large tables alongside in zipped formats.
DOI: 10.6084/m9.figshare.3531998.v1
title: Appendix C. Results of individual seedling survival and growth analyses.

description: Results of individual seedling survival and growth analyses.
DOI: 10.6084/m9.figshare.14618190.v1
title: TN291

description: TN291 dataset data points which are collected from 9 different districts of Tamil Nadu, India.
DOI: 10.6084/m9.figshare.21550230.v5
title: The dictionary of corporate sustainable development

description: This is the dictionary of corporate sustainable development. Based on this dictionary, we build the dataset of corporate sustainability disclosure.
DOI: 10.6084/m9.figshare.21640535.v1
title: Dataset of entrepreneurial ecosystem articles in general and rural context year 2006-2020

description: Scopus database search “entrepreneurial ecosystem” OR “entrepreneurship ecosystem” on Title-Abstract-Keyword year 2020 and before. The search was conducted in December 2021. The search yielded a dataset containing 621 journal articles, the oldest publication in 2006. An initial observation found three articles have duplicates and need to be eliminated. The result is an initial dataset containing 618 articles about the entrepreneurial ecosystem. The second dataset is Dataset A, which is the data of entrepreneurial ecosystem studies core network 2006-2020 containing 415 articles metadata. Dataset B includes 22 metadata of entrepreneurial ecosystem study in the rural context. Each Dataset A and B are equipped with a thesaurus that works for the VOSviewer JAVA-based software.
DOI: 10.6084/m9.figshare.25367575.v1
title: <b>Experimental Data of "D</b><b>ensity </b><b>effects on mixing in porous media: Multi-dimensional flow-through experiments and model-based interpretation"</b>

description: In this study, we performed laboratory flow-through experiments to investigate the density effects on mixing in porous media. The experiments were performed in quasi two-dimensional and three-dimensional flow-through chambers. In both setups, eight experiments were performed at flow velocities of 1, 3, 9 and 27 m/d and with injected salt concentrations of 4.8 g/l and 20 g/l respectively. The dataset contains：1. The measured concentrations of sodium chloride at the outlet ports of quasi two-dimensional setup.2. The measured concentrations of sodium chloride at the outlet ports of fully three-dimensional setup.
DOI: 10.6084/m9.figshare.13705396.v1
title: Rest hoo dataset

description: Dataset used to analyse the behavioural response to hoo production
DOI: 10.6084/m9.figshare.17104751.v1
title: Supplementary Material for: Evaluation of Microvascular Patterns Alone Using Endocytoscopy with Narrow-Band Imaging for Diagnosing Gastric Cancer

description: <b><i>Introduction:</i></b> Although endocytoscopy (EC) with narrow-band imaging (NBI) is effective in diagnosing gastric cancer, no diagnostic system has been validated. We explored a specific diagnostic system for gastric cancer using EC with NBI. <b><i>Methods:</i></b> Equal numbers of images from cancerous and noncancerous areas (114 images each) were assessed by endoscopists with (development group: 33) and without (validation group: 28) specific training in magnifying endoscopy with NBI. Microvascular and microsurface patterns (MS) in each image were evaluated. Lesions were diagnosed as cancerous when patterns were deemed “irregular.” The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of a diagnosis according to patterns on EC with NBI (microvascular pattern [MV] alone, MS alone, and both) were evaluated and compared between groups to determine the diagnostic performance. <b><i>Results:</i></b> In the development and validation groups, diagnoses based on the MV alone had significantly higher accuracy (91.7% vs. 76.3%, <i>p</i> &lt; 0.0001 and 92.5% vs. 67.5%, <i>p</i> &lt; 0.0001, respectively) and sensitivity (88.6% vs. 68.3%, <i>p</i> &lt; 0.0001 and 89.5% vs. 38.6%, <i>p</i> &lt; 0.0001, respectively) than those based on the MS alone. In both groups, there were no significant differences in diagnostic accuracy between using the MV alone and both patterns. <b><i>Discussion/Conclusion:</i></b> Evaluation of the MV alone is a simple and accurate diagnostic method for gastric cancer. This system could find widespread applications in clinical practice.
DOI: 10.6084/m9.figshare.22692964.v1
title: All Species N Critical Loads

description: These data include spatially varying N critical loads, by species, for all evaluated species in Coughlin et al. (2023).
DOI: 10.6084/m9.figshare.25296235.v1
title: Supplementary Material for: Infusion-Related Reactions Induced by Cadonilimab (PD-1/CTLA-4 Bispecific Antibody): Seven Case Reports

description: <b><i>Introduction:</i></b> Cadonilimab (AK104) is an innovative human programmed cell death-1 (PD-1)/cytotoxic T lymphocyte antigen-4 (CTLA-4) bispecific antibody. Compared with the combination therapy of PD-1 and CTLA-4 blockers, less cellular toxicity of cadonilimab was significantly manifested. As one of the characteristic adverse effects of cadonilimab, infusion-related reactions (IRRs) represent fever, chills, rash, decreased blood pressure, and other symptoms. <b><i>Case Presentation:</i></b> Here, we documented seven cases of IRRs after the administration of cadonilimab. The symptoms of IRRs were relieved after the discontinuation of cadonilimab and the administration of diphenhydramine, dexamethasone, and cimetidine. Notably, 3 patients were able to tolerate the subsequent cadonilimab therapy under the pretreatment. <b><i>Conclusion:</i></b> In this study, we discovered that cadonilimab-related IRRs might be lessened or prevented by administering medication and the proper pretreatment and lowering the infusion rate.
DOI: 10.6084/m9.figshare.15059409.v1
title: Supplementary Material for: A NOVEL LUMEN APPOSING METAL STENT WITH AN ELECTROCAUTERY-TIP FOR DIFFERENT INDICATIONS: INITIAL EXPERIENCE IN A REFERRAL CENTER

description: Medicine
DOI: 10.6084/m9.figshare.5657347.v2
title: Supplementary Table S1 from Arboreality constrains morphological evolution but not species diversification in vipers.

description: Morphological and microhabitat data used
DOI: 10.6084/m9.figshare.3521513.v1
title: Supplement 1. Data on photosynthetic, climate, and plant functional types.

description: File List dataA.txt (MD5: 232036db29e8c1a445505494452742e4) dataB.txt (MD5: e96b572cca598a9bd942f3807fcb4d19) dataC.txt (MD5: 83fa297c6d7cc92b5085a2970d8c046d) dataD.txt (MD5: 8d7c18c20727eb344084f7ea2811c6fb)Description The dataA.txt file defines various acronyms for temperature response functions. The classifications of various plant functional types are shown in dataB.txt. The climate variables and standardized values of <i>Vc,max25</i> and <i>Jmax25 </i>are presented in dataC.txt. dataD.txt contains standardized values of <i>Vc,max25</i> and <i>Jmax25 </i>and temperature response functions are identified.
DOI: 10.17637/rh.11672748.v1
title: Accompanying data for the study “Ineffectiveness of light emitting diodes as underwater deterrents for Long-tailed Ducks Clangula hyemalis”

description: Two files of research data collected by Jennifer C Cantlay for the study “Ineffectiveness of light emitting diodes as underwater deterrents for Long-tailed Ducks <i>Clangula hyemalis</i>” are provided. The first file “Long-tailed ducks visual fields dataset.csv” contains the visual field data from four individual Long-tailed Ducks, which were measured at USGS Patuxent Wildlife Research Center. The second file “LED trials dataset.csv” contains the data from the LED light trials of eight Long-tailed Ducks conducted in the dive tank facility at Patuxent. It lists the different light treatments, the identification of individuals, their sex and mass, the trial day, the total number of dives per trial and the forage success of each dive.
DOI: 10.6084/m9.figshare.26289121.v2
title: Cronicas cohort study - dyslipidemia incidence

description: The CRONICAS Cohort study.The CRONICAS cohort study is a prospective, population-based study. This cohort study aimed to evaluate the prevalence, incidence and risk factors of CVD in four study sites in Peru. This dataset contains data collected during enrollment (2010) and from the follow-up visit, conducted at approximately 2.4 years of follow-up, that were used to assess the incidence of five types of dyslipidemia.
DOI: 10.6084/m9.figshare.12271877.v1
title: CIRCOS data for high HRD score reference sample FBC030130

description: Data used to generate the circos plots in Figure 3
DOI: 10.6084/m9.figshare.21521190.v2
title: Quality-controlled carbon-14 dates of European bison (Bison bonasus) fossils

description: A dataset of radiocarbon-dated European bison fossils assembled from the literature and from previously unpublished data. All fossils have been evaluated for the quality and reliability of the date, and only retained if rated "Reliable" by Barnosky & Lindsey criteria. We then calibrated the carbon-14 dates using the IntCal13 curve in OxCal. The fossil data CSV is semicolon-delimited. The "metadata" document describes the attributes in the dataset, and the "Data Sources" document is a bibliography of published sources where the data came from.
DOI: 10.6084/m9.figshare.28805819.v1
title: Evidential Deep Learning for Interatomic Potential

description: Machine learning interatomic potentials (MLIPs) have been widely used to facilitate large-scale molecular simulations with accuracy comparable to ab initio methods. In practice, MLIP-based molecular simulations often encounter the issue of collapse due to reduced prediction accuracy for out-of-distribution (OOD) data. Addressing this issue requires enriching the training dataset through active learning, where uncertainty serves as a critical indicator for identifying and collecting OOD data. However, existing uncertainty quantification (UQ) methods tend to involve either expensive computations or compromise prediction accuracy. In this work, we introduce evidential deep learning for interatomic potentials (eIP) with a physics-inspired design. Our experiments indicate that eIP provides reliable UQ results without significant computational overhead or decreased prediction accuracy, consistently outperforming other UQ methods across a variety of datasets. Furthermore, we demonstrate the applications of eIP in exploring diverse atomic configurations, using examples including water and universal potentials. These results highlight the potential of eIP as a robust and efficient alternative for UQ in molecular simulations.
DOI: 10.6084/m9.figshare.20006358.v1
title: TEACHERS AND STUDENTS’ PERCEPTIONS ABOUT SCHOOL VIOLENCE: A QUALITATIVE STUDY

description: ABSTRACT The study aimed to understand the perceptions of elementary and high school students and teachers about school violence. This is a qualitative study that used the focus group as a form of data collection. Physical and verbal violence were the most common responses about identified forms of school violence. Psychological and socioeconomic factors, damage to family relationships, personal and educational problems were identified as predisposing factors for the occurrence of different forms of school violence. Educational actions, participation of the public authorities in a punitive manner (police) and the presence of psychology, psychiatry and social assistance professionals were identified as measures to curb school violence, in addition to greater family involvement in the school. It is understood that school violence can be faced through the valorization of human rights and the joint action of the school, family and community.
DOI: 10.6084/m9.figshare.28280060.v1
title: Allele frequencies of Saudi subclusters based of array data

description: Text files containing allele frequencies of Saudi Arabian variants by subclusters based on array data, from the study "<b>Patterns of population structure and genetic variation within the Saudi Arabian population</b>" by Malomane et al.
DOI: 10.6084/m9.figshare.628091.v1
title: Superimposed structures of cytochrome C oxidase

description: A set of files for exploring the active site of cytochrome C and learning how to work with structures. The files marked "key" are zoomed in to show the active site in the middle of the structure window, making the differences easier to identify in this series of structures. The structures can be viewed with Cn3D.
DOI: 10.6084/m9.figshare.7766984.v1
title: SIEVEUbSupplementalData

description: Code and data to support paper publication (currently preprint).The SIEVEUb algorithm is a first-of-its-kind method for predicting E3 ubiquitin ligase effectors from bacterial protein sequences. It employs a novel approach to protein kmers where reduced complexity amino acid alphabets can be used to extend the power of motif searching using this approach.
DOI: 10.6084/m9.figshare.19125935.v2
title: Survival during cardiac directed differentiation does not depend on initial human induced pluripotent stem cell differences

description: Targeted sequencing of barcodes from genomic DNA harvested from hiPS cell-derived cardiomyocytes and hiPS cells, of which only a subset had barcodes. hiPS cells were lentivirally transduced at different MOI with barcode libraries consisting of random 100-mers in the 3’ untranslated region of a green fluorescent protein (GFP) transgene after which they were permitted to divide approximately three times before being split and seeded for two parallel differentiations. On day 15 of differentiation (17 days after seeding), we isolated genomic DNA from cells (after fluorescent activated cell sorting (FACS) gated on GFP positivity for one condition), then performed targeted amplification of the barcode vector for sequencing. See Jiang et al. citation for additional details.
DOI: 10.6084/m9.figshare.21702600.v1
title: The Dresden Surgical Anatomy Dataset for abdominal organ segmentation in surgical data science

description: The Dresden Surgical Anatomy Dataset provides semantic segmentations of eight abdominal organs (colon, liver, pancreas, small intestine, spleen, stomach, ureter, vesicular glands), the abdominal wall and two vessel structures (inferior mesenteric artery, intestinal veins) in laparoscopic view. In total, this dataset comprises 13195 laparoscopic images with pixel-wise segmentations as well as categorical annotations of organ presence. The dataset can be used for various purposes in the field of surgical data science including abdominal organ segmentation and computer vision-based intraoperative decision support.
DOI: 10.6084/m9.figshare.5164861.v1
title: Introdução à Bíblia

description: Série de estudos sobre Introdução Bíblica para uso em estudos bíblicos.
DOI: 10.6084/m9.figshare.8292356.v1
title: MEG Data from Grootswagers et al 2017: Asymmetric compression of representational space for object animacy categorization under degraded viewing conditions

description: Data for Grootswagers et al 2017. Data preprocessed as described in the paper (downsampling and pca), reformatted in a cosmomvpa dataset format. For details, see:<br>Grootswagers T, Ritchie J, Wardle S, Heathcote A, Carlson T (2017). Asymmetric compression of representational space for object animacy categorization under degraded viewing conditions. Journal of Cognitive Neuroscience, 29(12), 1995-2010. https://doi.org/10.1162/jocn_a_01177<br><br><br>
DOI: 10.15131/shef.data.17081138.v1
title: Ethics Scenarios Of Artificial Intelligence For Information and Knowledge Management And Library Professionals AFTER FEEDBACK

description: This document contains eight ethics scenarios about Artificial Intelligence relevant to information and knowledge management and library professionals.<br>The document consists of ethics scenarios each followed by a set of notes which are prompts to discussion. The document ends with a set of summative questions, and a very selective reading list.<br>By being made available on a CC/BY/SA licence it is made possible for users to edit them to suit a particular sector or organisational context and to update them as new concerns emerge.<br>The scenarios are part of an on-going project to refine understanding of the ethical issues for information professionals which will be published.