cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20418849.v1
title: UTI dataset

description: This is the dataset used for the study 'Compliance to guidelines in prescribing empirical antibiotics for individuals with uncomplicated urinary tract infection in a primary health facility of Ghana, 2019-2021' conducted at the Korle Bu Polyclinic/Family Medicine Department in Accra, Ghana
DOI: 10.23641/asha.5150122.v1
title: Search terms and details, exclusionary criteria, and risk factor information and effect size data extracted from each study included in the meta-analysis (Rudolph, 2017)

description: In this study, systematic review and meta-analytic procedures were used to determine whether any case history factors can be used to identify toddlers at risk of developing specific language impairment (SLI). Eleven risk factors were found to be statistically significant predictors of SLI. Among these, maternal education level, 5-min Apgar score, birth order, and biological sex met criteria for clinical significance.<br><b>Supplemental Material S1.</b> Details of database searches.<br><b>Supplemental Material S2.</b> Terms used in automated filter during the title and abstract phases of the hand search. <b><br></b><b>Supplemental Material S3.</b> Exclusionary criteria for title, abstract, and full-text level evaluation.<b><br></b><b>Supplemental Material S4.</b> Risk factor information and effect size data extracted from each study. <br>Rudolph, J. M. (2017). Case history risk factors for specific language impairment: A systematic review and meta-analysis. Advance online publication. <i>American Journal of Speech-Language Pathology, 26, </i>991<i>–</i>1010. https://doi.org/10.1044/2016_AJSLP-15-0181
DOI: 10.6084/m9.figshare.21151537.v1
title: Seurat Object

description: single-cell COVID-19 data (Silvin, 2020), converted to Seurat <br> Silvin, A., Chapuis, N., Dunsmore, G., Goubet, A.G., Dubuisson, A., Derosa, L., Almire, C., Hénon, C., Kosmider, O., Droin, N. and Rameau, P., 2020. Elevated calprotectin and abnormal myeloid cell subsets discriminate severe from mild COVID-19. Cell, 182(6), pp.1401-1418.
DOI: 10.6084/m9.figshare.25467478.v1
title: Successful treatment of Recurrent VL relapse

description: A successful case story of recurrent visceral leishmaniasis relapse with functional hypopituitarism. A combination of LAMB and miltefosine used with secondary prophylaxis
DOI: 10.6084/m9.figshare.14882322.v1
title: A global dataset of seaweed net primary productivity

description: This global dataset contains a compilation of NPP records for 242 seaweed species at 419 individual sites distributed on all continents from the intertidal to 55 m depth. All records are standardized to annual aerial carbon production (g C m<sup>-2</sup> yr<sup>-1</sup>) and are accompanied by detailed taxonomical and methodological information. The dataset provides a basis for local, regional and global comparative studies of the NPP of underwater vegetation, and is pivotal for achieving a better understanding of the role seaweeds play in the global coastal carbon cycle.
DOI: 10.6084/m9.figshare.17292578.v1
title: Regression data

description: Data on the number of confirmed cases and the speed of promotion of local officials
DOI: 10.6084/m9.figshare.7963643.v2
title: Accompanying Raw Data for the Paper: Adaptive smartphone-based sensor fusion for estimating competitive rowing kinematic metrics

description: Kinematic data collected via both a smartphone and differential GPS system on two rowed boats for several trials at different target stroke rates. See the included README for details as well as the related paper and software.<br>Preprint: https://doi.org/10.31224/osf.io/nykuh<br>Paper source: https://gitlab.com/mechmotum/row_filter_paper<br><br>Software: https://gitlab.com/mechmotum/row_filter<br>
DOI: 10.17632/73p7w6gvtt
title: A Standardized dataset of a spontaneous adverse event reporting system

description: A Clean and standardized dataset of the FDA Adverse Event Reporting System (FAERS), for the period from January 2004 to September 2021.
DOI: 10.6084/m9.figshare.28593515.v1
title: Kindlova et al bedMethyl files

description: Allele-specific bedMethyl files (bgzipped and tabix-indexed) supporting figures and tables in Kindlova et al.
DOI: 10.17632/ggjs8t2r6m
title: Alliance or Deterrence? Strategic Alliance and Labor Investment Efficiency
DOI: 10.17632/kw34hhw7xg
title: Battery Degradation Dataset (Fixed Current Profiles＆Arbitrary Uses Profiles)

description: 77 nominally identical high-energy 18650 lithium-ion batteries are cycled with fixed or arbitrary uses current profiles. 22 batteries are cycled with fixed current profiles of charge current (1C, 2C, or 3C) and discharge current (1C, 2C, or 3C). 55 batteries are cycled with arbitrary uses profiles of charge current (obeys a uniform distribution among 1C, 2C, or 3C, and changes randomly every 5 cycles)  and a specified discharge current (3C).
DOI: 10.6084/m9.figshare.29042762.v1
title: Alignments and trees associated with Fig. 3 and S3: SAMD9/9L gene tree in mammals (with some other vertebrates as outgroups).

description: Maximum likelihood phylogenetic trees (IQ-TREE, GTR+F+I+G4 substitution model; or PHYML, SMS for model prediction) generated with selected SAMD9/9L homologs from Eutherians, Marsupials, as well as Aves and Amphibians, used as outgroups. The complete alignment and the one with selected species are also attached.
DOI: 10.17632/j35vs6ggg7
title: "Improvements from the physiotherapy motivates me to continue the treatment" - Qualitative Study on Quality Indicators of Patients with Knee Osteoarthritis undergoing Physiotherapy

description: Background: Global burden of disability increased due to knee osteoarthritis (OA) which treated with physiotherapy as a first-line management. So this study examined the perspectives and experiences of patients diagnosed with knee osteoarthritis (OA) radiographically and undergoing physiotherapy rehabilitation, as well as the facilitators and inhibitors that influence physiotherapy treatment. 
Method: A qualitative design was implemented, utilizing a phenomenological approach. A purposive sampling technique was employed to recruit 15 patients with knee osteoarthritis (PKOA). Demographic data, socio-economic status, and disease-related data were collected from a PKOA. Audio-recorded and verbatim transcribed one-on-one, semi-structured interviews were conducted in person or via telephone. Deductive thematic analysis was implemented to analyze the data.
Results: Four themes were identified, such as facilitators, inhibitors, experiences, and perceptions. Under these primary themes, 28 sub-themes were developed. The facilitators and inhibitors of physiotherapy for knee OA, including personal, physical, mental, social, economic, organizational, and health-related factors, were investigated, as PKOA had varying perspectives and experiences regarding knee OA and physiotherapy. 
Discussion: Despite the constraints of time and access, PKOA maintained a positive attitude and experience with physiotherapy. Physiotherapy rehabilitation is influenced by both physical and social environments, which serve as both facilitators and inhibitors. Reduced exercise adherence among PKOA is a consequence of financial constraints, a lack of awareness, and treatment efficacy. This can be mitigated by implementing a customized exercise protocol, providing booster session, and regular follow-ups through tele-rehabilitation in India, which serves as an essential rehabilitation method.
DOI: 10.6084/m9.figshare.16940389.v2
title: Sow call dataset

description: 这是一个标准的母猪叫声数据集，包含四个常见类别，划分为2s一段。
DOI: 10.6084/m9.figshare.22281625.v1
title: Different control factors of deep and shallow gas hydrate reservoirs in the Dongsha area, South China Sea: the evidence from sediment properties

description: Grain size data, mineral components data, specific surface area data
DOI: 10.6084/m9.figshare.24078489.v1
title: VaporRainIsotopeData.xlsx

description: The files contains the isotopes of vapor and rain obtained during rain events monitored between 2016 and 2019.
DOI: 10.6084/m9.figshare.27685629.v1
title: Brain-in-the-Loop Learning for Intelligent Vehicle Decision-Making

description: <br>The inflexible human-autonomy relationship within human-robot interaction and autonomous driving scenarios still has not realized deep intelligent synergy, therefore unable to provide adaptive and context-sensitive decision-making and sometimes leading to violation of human preferences or even hazards. In this work, we utilize functional near-infrared spectroscopy (fNIRS) signals as real-time human risk-perception feedback to establish a brain-in-the-loop (BiTL) trained artificial intelligence agent for decision-making. The proposed algorithm uses the result of driving risk reasoning as one input of reinforcement learning combining fNIRS-based risk and driving safety field model-based risk, realizing integrating human brain activity into the reinforcement learning scheme. Introducing fNIRS-based risk complements the disadvantage of machine-oriented intelligence that could violate human intentions. Besides, we introduced a modified twin-delayed deep deterministic policy gradient (TD3) algorithm to achieve policy learning within limited training periods. The experiment involving twenty participants has been conducted, and the results show that in continuously high-risk driving scenarios, compared to traditional reinforcement learning algorithms without human participation, the proposed algorithm can maintain a cautious driving policy and avoid potential collisions, validated with both proximal surrogate indicators and success rates.This repository contains the experimental dataset and Python code to reproduce the experimental results used in our research on 'Brain-in-the-Loop Learning for Intelligent Vehicle Decision-Making'. Both human subject studies and ablation studies data are included in this repository. Detailed description of file organization, data structures, requirements could be found in the README.md document.<br>
DOI: 10.17632/d4d5f2jv7g
title: Relation between gut microbiome and inflammatory interleukins in psoriasis patients compared to healthy controls: an observational study

description: Data related to this article
DOI: 10.17632/mxdmwszy6r
title: Manufacturing sector in China - ownership

description: Manufacturing sector in China - ownership
DOI: 10.6084/m9.figshare.11416950.v1
title: CONUS-wide LCZ map and Training Areas

description: This dataset contains the CONUS-wide LCZ map and Training areas, produced within Demuzere et al. (2020), <i>Combining expert and crowd-sourced training data to map urban form and functions for the continental US</i>. Nature Scientific Data.<br>The readme.txt files provides a full description of the dataset.
DOI: 10.6084/m9.figshare.11855817.v2
title: Chia Annotated Datasets

description: Annotated datasets from CHIA Annotation Model research project. Contains both <i>with_scope</i> and <i>without_scope</i> datasets.
DOI: 10.6084/m9.figshare.7158635.v1
title: R code supplement for: Reum JCP, Blanchard JL, Holsman KE, Aydin K, Punt A (In revision) Species-specific ontogenetic diet shifts attenuate trophic cascades and lengthen food chains in an exploited ecosystems. Oikos

description: R code and associated data for calibrating a multi species size spectrum model to the Eastern Bering Sea.<br>Consult README file to get started. <br>Details of model structure and parameterization available in: Reum et al. (In Revision). Species-specific ontogenetic diet shifts attenuate trophic cascades and lengthen food chains in an exploited ecosystems. Oikos<br><b></b>
DOI: 10.6084/m9.figshare.12472526.v1
title: Feature vs Barcode matrices (Kallisto, CellRanger, CITE-seq-count) from GEX, ADT and HTO modalities

description: Feature vs Barcode matrices from mRNA (GEX), antibody-derived tags (ADT) and hashtag oligos (HTO).<br>Unfiltered matrices to allow replication of the analysis of signal from cell-containing versus non-cell-containing droplets.<br>ADT and HTO was aligned with four pipelines:Kallisto-Bustools-KITECellRanger FeatureOnlyCITE-seq-count (default UMI correction)CITE-seq-count (No UMI correction)<br>
DOI: 10.6084/m9.figshare.24063984.v1
title: Supplementary Table1

description: <b>Supplementary Table 1</b>: The Distribution of CMS Cohorts by Clinical Characteristics.
DOI: 10.6084/m9.figshare.24669363.v2
title: <b>Chromosome-level genome assembly and characterization of the </b><b><i>Calophaca sinica</i></b><b> genome</b>

description: Calophaca sinica is a rare plant endemic to northern China which belongs to the Fabaceae family and possesses rich nutritional value. To support the preservation of the genetic resources of this plant, we have successfully generated a high-quality genome of C. sinica (1.06 Gb).
DOI: 10.6084/m9.figshare.29002517.v1
title: Code_spectral analysis_competition_synchrony

description: Code and data used in the analysis of the paper "short time series obscure compensatory dynamics in ecological communities".
DOI: 10.6084/m9.figshare.9739541.v1
title: ALGORITHMS AND BIG DATA: CONSIDERATIONS ON ALGORITHMIC GOVERNANCE AND ITS CONSEQUENCES FOR ANTITRUST ANALYSIS

description: ABSTRACT This paper aims at presenting the recent rise in the use of algorithmic systems, the move by policy makers towards fighting potential harmful outcomes that may arise from the use of such tools, and the consequences of such policy proposals for antitrust. It is organized into five sections: the first introduces the topic; the second delves deeper into the expansion of algorithmic use in the data-drive economy; the third part presents the policy solutions usually put forward by the literature and by policy makers to fight harm; the fourth discusses the implications of such proposals for antitrust; finally, the fifth section concludes the paper.
DOI: 10.17632/jfnjhb33yy
title: visual attention dataset

description: This dataset contains raw stimulus files and pre-processed EEG data files corresponding to two visual attention tasks that look at the effect of salient distractors while doing goal-driven tasks. We also provide the reaction time of each trial, 3D sensor location and structural MRI of each participant. This dataset can be used to replicate the experiment across different cohorts of the population using the raw stimulus files and compare it with the normative patterns obtained in the results with this dataset. This dataset was tested on young healthy individuals in the age group of 21-29 years.
DOI: 10.6084/m9.figshare.19550959.v1
title: Table S6.xlsx

description: Enrichment of zebrafish anatomy (ZFA) terms.
DOI: 10.60893/figshare.rsi.27064750.v1
title: SPARC Diagnostic Requirements Table

description: Table of top-level requirements for SPARC's diagnostics system.
DOI: 10.6084/m9.figshare.17019623.v1
title: Social media and civic engagement

description: Cross-national survey data collected in 2019.
DOI: 10.6084/m9.figshare.25596213.v3
title: EucFACE phosphorus budget data repository

description: This data repository contains data for the EucFACE phosphorus budget paper.
DOI: 10.6084/m9.figshare.28837523.v1
title: <b>Veiled in dust: the dual assault of road </b><b>dust</b><b> on pollination success in nature</b>

description: Dust is common air pollution, which is serious for the roadside. While roadsides have been found to constitute important habitats for plants and pollinators, whether and how dust affects pollination success is less studied. Using an ideal study system, <i>Primula chungensis</i>, our study provides the first evidence that dust can disrupt plant-pollinator interaction processes and directly reduce seed production. Given that enhanced dust activity has become widespread around the globe, further attention should be paid to the ecological and evolutionary effects of dust.
DOI: 10.17632/jy38r8p8gn
title: Morphological, chemical and physical informations of Ferralsols of the Paraná Igneous Province (Brazil)

description: This dataset contains data collected on a research's process about pedogenesis of very deep Ferralsols from the Paraná Igneous Province (Brazil).
DOI: 10.6084/m9.figshare.13425017.v1
title: Dataset_2_Mallory_Hardcastle_et_al

description: This dataset contains the raw data (cell spike times, behavioral data) that was used for Figures 1-3 from Mallory and Hardcastle et al., Mouse entorhinal cortex encodes a diverse repertoire of self-motion signals. Cells were recorded in the medial entorhinal cortex of freely moving mice. Animals' body position and azimuthal head direction and velocity were tracked simultaneously. The dataset is a matfile (structure) containing information pertaining to all unique cells included in analysis including: session recording times (s), spike times (s), arena size (cm), body position (x and y position in cm), body speed (cm/s), azimuthal head direction (degrees), and azimuthal head velocity (degrees/s).
DOI: 10.6084/m9.figshare.14305018.v1
title: Consumer preferences toward organic food and the moderating role of knowledge: a case of Pakistan and Malaysia

description: ABSTRACT: The present study aimed to identify the elements of the Theory of Planned Behaviour along with health consciousness and determine the role of knowledge as a moderating variable in Pakistan and Malaysia. Three hundred and forty-one observations from Pakistan and 280 observations from Malaysia were acquired through questionnaire; while, confirmatory factor analysis and structural equation modelling was applied for the analysis. The magnitude of the results varied across both countries; however, attitude, subjective norms and health consciousness, as well as their interaction terms, were significant predictors, whereas, perceived behavioural control and its knowledge interaction terms had insignificant impacts on the purchase intentions of consumers for both countries. This research will help to further understand about consumer perception in the purchase of organic food items, which will assist retailers, advertisers and manufacturers in developing strategies for such products.
DOI: 10.17632/v78b6crwnf
title: Data for: The effect of manipulating group task orientation and support for innovation on collaborative creativity in an educational setting

description: This study investigates the effects of group task orientation and support for innovation, two of the four dimensions of group climate identified by West (1990) as instrumental to team creativity, on the creativity of group solutions to a set of open-ended problems. Participants were N=295 high school students in China working in 60 collaborative groups (formed by self-affiliation) to solve four tasks used in prior creativity research. Rewards were used to manipulate the team climate factors of task orientation and support for innovation between groups in a 2 x 2 design. Task orientation, defined as a shared concern with excellence of group performance, was manipulated by informing some groups (but not others) in advance about both monetary and social performance rewards. Support for innovation, the expectation of and support for unique ideas, was manipulated by describing to some groups in advance an aspect of the scoring rule that rewarded originality (defined as unique answers to the tasks). The group responses to the tasks were scored on three dimensions often used to define creativity: fluency, flexibility, and originality. Summary: The data is in the form of an SPSS .sav file. The 295 participants were Chinese high-school students working in N=60 collaborative groups. In this data set, the aggregated group-level data are reported. The data set arises from a 2 x 2 factorial MANOVA design, with 3 summary dependent variables ( AveFluency, AveFlexibility, and AveOriginality) used to measure the creativity of group solutions to four standard creativity tasks. Two independent raters scored the test results on the three outcome dimensions; average results from the two raters were used in our primary analyses. The independent variables (MANOVA factors) are: support for innovation (Support: 0=no, 1=yes) and rewards for excellence (Excellence: 0=no performance rewards, 1=with performance rewards).
DOI: 10.6084/m9.figshare.15020166.v1
title: Supporting Table 2

description: Table S2. <sup>13</sup>C NMR quantitation of functional groups (percent of total C) and Redundancy Analysis (RDA)1 of each peatland soil. Peatland sites arranged by % <i>O</i>-alkyl C.
DOI: 10.6084/m9.figshare.956219.v1
title: Natural history museum specimen citations across different phyla

description: A table containing for several natural history museums, the number of papers citing a museum's specimens using the museum's acronym as well as a unique code, for each phylum.
DOI: 10.6084/m9.figshare.9696476.v5
title: Revisiting the Sulfur-Water Chemical System in the Middle Atmosphere of Venus

description: The dataset here includes the simulations from the model of Zhang et al. (2012), with H2SO4 source as the SO2 inversion source. The simulations vary in H2O and SO2 lower boundary conditions, which are indicated by the name of each file. The simulations with S8 source are not presented here, and if you are interested, you can contact me personally.
DOI: 10.26180/5c30a56c0bda8
title: Results

description: This is the results for the FastEE paper.
DOI: 10.6084/m9.figshare.1327951.v1
title: Identification of surface water quality along the coast of Sanya, South China Sea

description: Two cruises were carried out in the representative months of the dry and wet seasons.During spring, sampling was carried out in May. During autumn, sampling was carried out in November.There are 27 stations where we sampled the surface layers waters.Nutrients (NH4-N, NO3-N, NO2-N and PO4-P), COD, total suspended matter (TSM) and Chl-awere tested according to “The specialties for marine monitoring” (GB17378.4-1998, China). Dissolved oxygen (DO) was determined with the method of Winkler titration. Surface water was filteredthrough 0.45μmfilter membrane and stored in a PVCbottle at 4 ℃ prior to analysis. Heavy metals (As, and Hg) were analyzed on Atomic fluorescence photometer . Heavy metals (Cu, Zn,Pb, and Cd)were analyzed onMultifunction polarography.
DOI: 10.6084/m9.figshare.28739972.v1
title: Global pattern and associated risk of nitrogen thresholds in1accelerating soil acidification

description: Global pattern and associated risk of nitrogen thresholds in1accelerating soil acidification
DOI: 10.17632/w9rwywtrxh
title: Dataset of E-learning Research During the COVID-19 Pandemic in 2020

description: The dataset of e-learning research and publication during the COVID-19 pandemic, which was indexed by Scopus in 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.25946/24707577.v1
title: Facets of Progressive Political Opinion: Towards a grounded Multidimensional Measure

description: The research is concerned with creating an adequate measure to apply a more nuanced look at political attitudes within progressive (left-wing) thought within the United States. This measure will then allow for investigation into psychological constructs and behavioural outputs of those aligned with progressive political attitudes.
DOI: 10.6084/m9.figshare.14308304.v3
title: Data (1).xlsx

description: The anti-phase strengthening of the South and East Asian summer monsoons over the past 6 million years.