cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3452798.v1
title: Supplementary Material for: Clinical Development of the CDK4/6 Inhibitors Ribociclib and Abemaciclib in Breast Cancer

description: Clinical and preclinical data support a significant role forinhibitors of the cyclin-dependent kinases (CDKs) 4 and 6in the treatment of patients with breast cancer. Recently,based on data showing improvement in progression-freesurvival, the use of palbociclib (Ibrance; Pfizer, Inc.) incombination with endocrine agents was approved totreat patients with hormone receptor-positive advanceddisease. Importantly, 2 other CDK4/6 inhibitors, abemaciclib(LY2835219; Lilly) and ribociclib (LEE011; Novartis),are in the late stage of clinical development. In this review,we will focus on clinical data on these 2 new drugs,highlighting their differences compared to palbociclib interms of single-agent activity, central nervous systempenetration, and common adverse events. In addition,we will present the ongoing clinical trials and discuss futuredirections in the field.
DOI: 10.17632/xfs53wffpj
title: Data used in Rethinking urban haze formation: Atmospheric sulfite conversion rate scales with aerosol surface area, not volume

description: Data used in manuscript:
https://doi.org/10.1016/j.oneear.2024.05.007
published by One Earth
DOI: 10.6084/m9.figshare.27936759.v1
title: Source Data of Supplementary Fig 5l

description: HDAC1 bindings, H3K27ac association and ATAC signals in HEY2-occupied promoter regions, HEY2-bound intergenic regions, and non-HEY2-occupied regions in Adv-Hey2-infected NRVMs (OE), Adv-Ctrl-infected NRVMs (CTL), Hey2-siRNA-transfected NRVMs (KD), and Ctrl-siRNA-transfected NRVMs (NC).
DOI: 10.6084/m9.figshare.28266323.v1
title: Data for Temporal-Coherence Induces Binding of Responses to Sound Sequences in Ferret Auditory Cortex

description: This is the dataset underlying the manuscript "Temporal-Coherence Induces Binding of Responses to Sound Sequences in Ferret Auditory Cortex" under DOI https://doi.org/10.1101/2024.05.21.595170.
DOI: 10.17632/cfwd5j7dm9
title: Дополнительные материалы к статье "Эффективность и безопасность мультимодальной аналгезии на основе болюсного vs. продленного введения НПВП: мета-анализ рандомизированных контролируемых исследований"

description: Дополнительные материалы к статье "Эффективность и безопасность мультимодальной аналгезии на основе болюсного vs. продленного введения НПВП: мета-анализ рандомизированных контролируемых исследований"
Материалы включают в себя: 
Табл. Д1 – Чек-лист PRISMA
Табл. Д2 – Исключенные публикации с причинами для исключения
Рисунок Д1 – Воронкообразные диаграммы для исследований, включенных в мета-анализ по потреблению опиоидов, частоте послеоперационной тошноты и/или рвоты, угнетения дыхания и потребности в дополнительной анальгезии.
Рисунок Д2 – Воронкообразные диаграммы для исследований, включенных в мета-анализ по уровню боли через 6, 12, 24 и 48ч после окончания операции.
Табл. Д3 – Оценка риска систематической ошибки (bias) с помощью RoB2. 
Табл. Д4 – Степень достоверности доказательств по методологии GRADE.
DOI: 10.17632/mhpcr6c827
title: Data for "Persistent homology reveals strong phylogenetic signal in three-dimensional protein structures"

description: Refers to the data used for the article identified in this title. The data consists of 518 protein families from ten major prokaryotic taxa (Bacillales, Bacteroidales, Corynebacteriales, Enterobacterales, Escherichia, Hyphomicrobiales, Methanococcales, Pseudomonadales, Sulfolobales, and Thermococcales), corresponding to 22,940 protein sequences and structures. More details on the content of each directory is provided in the readme.txt.
DOI: 10.6084/m9.figshare.26308321.v1
title: Dataset for manuscript "A Late Paleozoic hydrothermal gold mineralization event: Evidence of in-situ apatite U-Pb dating and Hg isotope tracing of the giant Hadamengou gold deposit in the north margin of North China Craton"

description: This document contains datasets for manuscript "A Late Paleozoic hydrothermal gold mineralization event: Evidence of in-situ apatite U-Pb dating and Hg isotope tracing of the giant Hadamengou gold deposit in the north margin of North China Craton", which has been submitted to the journal <i>Geochemistry, Geophysics, Geosystems</i>.
DOI: 10.6084/m9.figshare.28816454.v1
title: RNA-seq alignment files (BAM) for mouse sample SRR3414629

description: This dataset contains uniquely mapped, sorted RNA-seq BAM file and its index file (.bai) for a mouse sample (SRR341462)9. Mapped to the mm10 genome using HISAT2.
DOI: 10.17605/osf.io/293cs
title: OB_ChAT
DOI: 10.17632/4c7x83hd64
title: COVID-19 related knowledge and mental health: Case of Croatia

description: This dataset refers to the data of 1244 people, aged from 18 to 72 years. Data concerns socio-demographic and epidemiological information and results to 3 questionnaires, as follows. The authors of the study used the information available on WHO website to examine knowledge about COVID-19. Eight questions were used to examine the participants knowledge about coronavirus, 5 of them were multiple choice questions and 3 questions were true/false type questions. Various types of factor and reliability analyzes were performed to see whether a linear combination of the results could be used, but the results did not support this. It was then decided to consider each question as separate, examining their relationship to the research variables. Participants were divided in two groups for each of the 8 questions according to their answers. More specifically, if a participant scored correctly on question 2, but incorrectly on question 3 he was put in the ‘informed’ group for question 2 and the ‘uninformed’ group for question 3. The The Hospital Anxiety and Depression scale (HADS) (Zigmond and Snaith, 1983:Pokrajac-Bulian et al. 2015) is divided in the Anxiety subscale and the Depression subscale. Both subscales contain 7 items. Participants were divided into three categories according to the authors. The Optimism-Pessimism scale (OPS) (Penezić,2000) was to measure positive and negative expectations of future activities outcome. This scale consists of the Optimism subscale which has 6 items and the Pessimism subscale which has 8 items.
DOI: 10.17632/bs7rjwywfm
title: Concrete cracking level

description: This data set includes concrete photos of different cracking level
DOI: 10.17632/tb4yk4x5nw
title: Dataset for tomato bacterial wilt severity identifiction

description: This dataset is the canopy hyperspectral data of tomato plants at different bacterial wilt levels. The hyperspectral data were acquired by using a Specim IQ camera (Specim Ltd., Oulu, Finland). Tomato bacterial wilt severity is usually assessed by visual inspection of the percentage of wilted leaves. In this experiment, it is classified as: level 0, healthy; level 1, infected but no obvious symptoms of wilting; level 2, infected and 1-33% of leaves wilting; level 3, infected and 34-66% of leaves wilting; level 4, infected and 67-100% of leaves wilting. The dataset has 293 samples, of which 120 are at level 0, 68 are at level 1, 39 are at level 2, 33 are at level 3, and 33 are at level 4. Each sample contains two data, one is the average spectrum of the region of interest (ROI) in the canopy hyperspectral image, and the other is the 500 pixel-level spectra randomly selected from the ROI in the canopy hyperspectral image. The data is given in .mat format, which can be processed directly in Matlab and Python.
DOI: 10.6084/m9.figshare.19189091.v1
title: GPS RINEX data, pressure data, water level data and Space weather data files for the manuscript: Detecting the January 15, 2022 Hunga Tonga volcanic eruption (SW Pacific) high up in the sky through “ionospheric resonance

description: GNSS RINEX data, pressure data, water level data and Space weather data files used in the manuscript: Detecting the January 15, 2022 Hunga Tonga volcanic eruption (SW Pacific) high up in the sky through “ionospheric resonance” <b></b>
DOI: 10.6084/m9.figshare.21905109.v3
title: Raw EEG recordings

description: <br> Raw(ish) EEG data of manuscript (title: Different patterns of foreground and background processing during texture segregation ).The manuscript has been submitted to peer journal.
DOI: 10.6084/m9.figshare.5126536.v1
title: Supplementary Material for: Using Gene Expression to Improve the Power of Genome-Wide Association Analysis

description: <b><i>Background/Aims:</i></b> Genome-wide association (GWA) studies have reported susceptible regions in the human genome for many common diseases and traits; however, these loci only explain a minority of trait heritability. To boost the power of a GWA study, substantial research endeavors have been focused on integrating other available genomic information in the analysis. Advances in high through-put technologies have generated a wealth of genomic data and made combining SNP and gene expression data become feasible. <b><i>Results:</i></b> In this paper, we propose a novel procedure to incorporate gene expression information into GWA analysis. This procedure utilizes weights constructed by gene expression measurements to adjust p values from a GWA analysis. Results from simulation analyses indicate that the proposed procedures may achieve substantial power gains, while controlling family-wise type I error rates at the nominal level. To demonstrate the implementation of our proposed approach, we apply the weight adjustment procedure to a GWA study on serum interferon-regulated chemokine levels in systemic lupus erythematosus patients. The study results can provide valuable insights for the functional interpretation of GWA signals. <b><i>Availability:</i></b> The R source code for implementing the proposed weighting procedure is available at http://www.biostat.umn.edu/∼yho/research.html.
DOI: 10.6084/m9.figshare.5285401.v1
title: FigShare neuroimaging dataset Sarabdjitsingh 2017.xlsx

description: <br>We exposed rats to 24 hours of maternal deprivation (MD) at postnatal day 3. Using structural magnetic resonance imaging we examined: i) volumetric changes and white/grey matter properties of the whole cerebrum and of specific brain areas; and ii) whether potential alterations could be normalized by blocking glucocorticoid receptors with mifepristone during postnatal days 26 and 28. The results show that MD caused a volumetric reduction of the prefrontal cortex, particularly the ventromedial part, and the orbitofrontal cortex. Within the whole cerebrum, white (relative to grey) matter volume was decreased and region-specifically in prefrontal cortex and dorsomedial striatum following MD. A trend was found for the hippocampus. Grey matter fractions were not affected. Treatment with mifepristone did not normalize these changes.
DOI: 10.17632/39975y2t8s
title: Data for: Factors Influencing Adoption of Pet Dogs and Eventual Owner Satisfaction

description: Dogs can be adopted from shelters, breeders, family, friends, local pet shops, or online resources. Personal likes, experience and deep-rooted interests to satisfy emotional needs such as companionship, affection, empathy and security are some of the underlying motivations for acquiring a pet companion. In this study, we sought to learn what key characteristics influence the adopters' decision to select pet dogs, and how satisfied they were with the result. The welfare effect caused by negatively mis-matched relations impacts both the “small inter-species social group” and, the community at large as emotional and financial burdens often ensue leading to pet surrender and even euthanasia. Pet professionals servicing the relationship are by extension also negatively impacted. In our qualitative study respondents (n=1225) completed an online questionnaire with responses representing 1704 dog/owner pairs. Of the characteristics explored we found, 44% of participants placed a strong emphasis on looks; 47% on trainability; 52% on the age of the dog; 53% on compatibility with other pets, and 54% a on the dogs’ breed. Close to half of the respondents, 49% spent between one week and six months thinking about acquiring a dog before taking action. Personality/behavior and age were two characteristics that stood out in our study. And while personality/behavior is a difficult characteristic to assess, it was a key factor for over a third of respondents. Most notably we found those who judged their dog’s future behavior by its behavior at the time of adoption reported a negative effect on owner satisfaction. Our findings further establish the need to guide new owners as they make decisions early in the acquisition process so they may better plan and manage expectations, reduce “buyers remorse”, prevent the development of unwanted behavioral challenges and thus improve the human animal bond.
DOI: 10.17632/vmgv4s6vrn
title: English-Pashto Language Dataset (EPLD)

description: Introduction: 
The English-Pashtu Language Dataset (EPLD) is a comprehensive resource aimed to provide linguistic insights into the Pashtu language. It contains the knowledge and study of Pashtu language with the basics of communication like counting, alphabets, pronoun, basic sentences used in everyday life. Every data is translated from English to Pashtu for better human understanding and clarity. The data is carefully proofread and verified by the native speakers and the language experts. Pashto language has multiple variations and accents depending on the geographical factors. 
This dataset explains and addresses the key differences of words and sounds of Pashto, which may sound similar or different from English on the basis of gender, tense of the statement, relationship of the speaker etc. This dataset is designed to support language learning, natural language processing (NLP) research and computational linguistic studies focusing on Pashto language.

Dataset Format:
This dataset is consist of four .xml files. Each XML file is structured with tags for easy parsing and integration into computational systems. Data organization within the files ensures seamless extraction and manipulation for research or application purposes.

Dataset Structure:
The Dataset contain the four .xml files, each file addresses and focus on a specific Pashto language aspect. 
1. Counting.xml:
• Contain numeric data counts starting from 0 to 100 
• Define how numbers are called in Pashtu. (Like in English- “10” is called “Ten” and in Pashtu it is called as “Lass”)
• Number is represented in English and then translated into Pashtu.
2. Alphabets.xml:
• Contain Pashtu alphabets and also the alphabet sound.
• The dataset includes the alphabets which sounds similar and different from English.
3. Pronouns.xml:
• Dataset showcase the variation of pronouns used in Pashtu Language on the basis on gender (masculine and feminine).
• The pronouns also vary from 1st person, 2nd person and 3rd person.
4. Sentences.xml:
• The dataset contain 104 basic sentences.
• The sentences are diverse in nature.
• The English sentences are translated into Pashto following all the language rules and grammar of Pashtu.
DOI: 10.6084/m9.figshare.26166427.v5
title: Supplementary material to: 'Changing feeding levels reveal plasticity in elasmobranch life history strategies'

description: Lucas S, Berggren P, Barrowclift E, Smallegange IM. 2024. Changing feeding levels reveal plasticity in elasmobranch life history strategies. <i>Preprint</i>.Life history strategies are shaped by phylogeny, environmental conditions and individual energy budgets, and have implications for conservation biology. We summarised life history traits of 151 elasmobranch species into life history strategies for two contrasting feeding levels, representing two different environments, in a principal components analysis. Two axes, reproductive output and generation turnover, structure elasmobranch life history strategies. Species’ positions in this life history space were not fixed, but shifted to higher reproductive output when feeding level increased. We also found that both axes predicted population performance, but that population growth rate does not necessarily inform on a species’ demographic resilience. Finally, neither axis predicted IUCN conservation status. Our analyses reveal plasticity in species life history strategies and warn against extrapolating the life history strategy framework from one environment to another when predicting a species’ response to (climate) change, perturbations, and (over)exploitation.<br>
DOI: 10.17632/j7gvncsrtk
title: The Role of Organizational Culture and Digital Leadership in Enhancing Employee Development Skills During Digital Transformation: Mediating Role of Technology Readiness

description: This study investigates the relationships between Digital Leadership, Organizational Culture, Technology Readiness, and Employee Development Skills within organizational settings. Using Partial Least Squares Structural Equation Modeling (PLS-SEM), data were analyzed to evaluate both the measurement and structural models. The results highlight Technology Readiness as a critical mediator, linking leadership and cultural factors to employee skill development. Organizational Culture demonstrated a strong influence on Technology Readiness, while Digital Leadership had a moderate effect. The findings offer theoretical contributions by advancing the understanding of leadership and cultural frameworks in fostering technological adaptation. Practical implications include the need for organizations to prioritize innovation-driven cultures and visionary leadership to enhance employee readiness and skills. This research provides actionable insights for organizational leaders while opening avenues for future exploration of additional mediators and contextual applications.
DOI: 10.17632/xx8xp9ft4p
title: Assessment of genetic diversity, inbreeding, and collection completeness of Jersey bulls in the US National Animal Germplasm Program

description: These are the supplementary files to the "Assessment of genetic diversity, inbreeding, and collection completeness of Jersey bulls in the US National Animal Germplasm Program" manuscript published in the Journal of Dairy Science
DOI: 10.6084/m9.figshare.19991516.v4
title: Materials Project Time Split Data

description: Full and dummy snapshots (2022-06-04) of data for <sub>mp-time-split</sub> encoded via <sub>matminer convenience functions</sub> grabbed via the <sub>new Materials Project API</sub>. The dataset is restricted to experimentally verified compounds with no more than 52 sites. No other filtering criteria were applied. The snapshots were developed for <sub>sparks-baird/mp-time-split</sub> as a benchmark dataset for materials generative modeling. Compressed version of the files (.gz) are also available. dtypes ```python from pprint import pprint from matminer.utils.io import load_dataframe_from_json filepath = "insert/path/to/file/here.json" expt_df = load_dataframe_from_json(filepath) pprint(expt_df.iloc[0].apply(type).to_dict()) ``` {'discovery': , 'energy_above_hull': , 'formation_energy_per_atom': , 'material_id': , 'references': , 'structure': , 'theoretical': , 'year': } index/mpids (just the number for the index). Note that `material_id`-s that begin with "mvc-" have the "mvc" dropped and the hyphen (minus sign) is left to distinguish between "mp-" and "mvc-" types while still allowing for sorting. E.g. `mvc-001` -&gt; -1. <br> {146: MPID(mp-146), 925: MPID(mp-925), 1282: MPID(mp-1282), 1335: MPID(mp-1335), 12778: MPID(mp-12778), 2540: MPID(mp-2540), 316: MPID(mp-316), 1395: MPID(mp-1395), 2678: MPID(mp-2678), 1281: MPID(mp-1281), 1251: MPID(mp-1251)}
DOI: 10.6084/m9.figshare.19775359.v5
title: Dataset for: Multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Metabolomics, proteomics and clinical data for the paper "<strong>Multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS</strong>" <br> <strong>Paper link:</strong> Batra*, Whalen*, et. al., https://journals.plos.org/plospathogens/article/comments?id=10.1371/journal.ppat.1010819 <br> <strong>Code repository: </strong>https://github.com/krumsieklab/covid-ards-plasma
DOI: 10.6084/m9.figshare.21094180.v1
title: Fibre.tar.gz

description: This dataset contains the output for the model experiment about increasing fibre intake from the mathematical model described in the paper: Process-based modelling of microbial community dynamics in the human colon Helen Kettle, Petra Louis, and Harry J. Flint 2022 Royal Society Interface
DOI: 10.6084/m9.figshare.24192489.v1
title: Post-processed excel-files with 3D gait kinematics, kinetics and EMG of 138 able-bodied adults

description: A post-processed Excel file (xlsx-files) that contains stride-normalized data. This data includes saggital plane ankle angle, knee angle, hip angle, and non-dimentional ankle power, knee power, and hip power, as well as EMG of the Gastrocnemius (GAS), Rectus femoris (RF), vastus lateralis (VL), biceps femoris (BF), semitendinosis (ST) and erector spinae (ERS). At last, this xlsx file contains ground reaction force in the anterior-posterior (ap), medio-lateral (ml) and vertical (vert) direction. This data is similar to the MAT-files.
DOI: 10.17632/sf8s89rhmv
title: Complete Lagrangian and set of Feynman rules for scalar leptoquarks

description: Leptoquarks (LQs) have attracted increasing attention within recent years, mainly since they can explain the flavor anomalies found in $R(D^{(*)})$, $b \rightarrow s \ell^+ \ell^-$ transitions and the anomalous magnetic moment of the muon. In this article, we lay the groundwork for further automated analyses by presenting the complete Lagrangian and the corresponding set of Feynman rules for scalar leptoquarks. This means we consider the five representations $\Phi_1, \Phi_{\tilde1}, \Phi_2, \Phi_{\tilde2}$ and $\Phi_3$ and include the triple and quartic self-interactions, as well as couplings to the Standard Model (SM) fermions, gauge bosons and the Higgs. The calculations are performed using FeynRules and all model files are publicly available online at https://gitlab.com/lucschnell/SLQrules.
DOI: 10.6084/m9.figshare.13521488.v1
title: MedSeg Covid Dataset 1

description: This is a dataset of 100 axial CT images from &gt;40 patients with COVID-19 that were converted from openly accessible JPG images found at https://www.sirm.org/en/ . The conversion process is described in detail in the following blogpost: https://medium.com/@hbjenssen/covid-19-radiology-data-collection-and-preparation-for-artificial-intelligence-4ecece97bb5b<br>In short, the images were segmented by a radiologist using 3 labels: <em>ground-glass</em> (mask value =1), <em>consolidation</em> (=2) and <em>pleural effusion</em> (=3). We then trained a 2d multilabel U-Net model, which you can find and apply in MedSeg
DOI: 10.6084/m9.figshare.20055500.v1
title: Survey data of children's attitudes towards trees and the use of wood

description: Survey data of children's attitudes towards trees and the use of wood
DOI: 10.17632/5d7vx88sph
title: Method-Naming-Standards-Survey-Dataset

description: This dataset includes the following files: 1. A pdf file containing the method naming standards survey questions we used in Qualtrics for surveying professional developers. The file contains the Likert scale questions and source code examples used in the survey. 2. A CSV file containing professional developers responses to the Likert scale questions and their feedback about each method naming standard, as well as their answers to the demographic questions. 3. A pdf copy of the survey paper (Preprint). Survey Paper Citation: Alsuhaibani, R., Newman, C., Decker, M., Collard, M.L., Maletic, J.I., "On the Naming of Methods: A Survey of Professional Developers", in the Proceedings of the 43rd International Conference on Software Engineering (ICSE), Madrid Spain, May 25 - 28, 2021, 12 pages
DOI: 10.17632/66grzddyb2
title: Overcoming_data_scarcity_in_roadside_thermal_imagery

description: Official dataset related to the paper: Overcoming data scarcity in roadside thermal imagery: A new dataset and weakly supervised incremental learning framework 

The paper is available at https://doi.org/10.3390/s25072340. Please cite the paper when using the dataset.