cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24446608.v1
title: data files

description: input files and mesh and tracer data files for first and final timestep
DOI: 10.6084/m9.figshare.26926900.v2
title: <b>A Survey Measuring Employee's Inclusion in Malaysia</b>

description: <b>Inclusive</b><b> </b><b>Leadership, Psychosocial Capital, and Meaningful Engagement on Employee’s Inclusion in Malaysia</b>
DOI: 10.6084/m9.figshare.28883624.v1
title: Python code for jupyter notebook

description: Computer vision for detect bradykinesia on finger tapping task using mediapipe, use finger tapping taskStep by Step1.MediaPipe Hand detection and feature extraction2.Load data for MLtraining (excel file)3.Prepare data for ML4.Train ML with cross-validation5.Plot Multiple ROC curve6.Plot SHAP summary plot7.Load model (file svc1.pkl) to detect bradykinesia
DOI: 10.6084/m9.figshare.20070107.v1
title: Test data for combined heat and power dispatch

description: combined heat and power dispatch
DOI: 10.6084/m9.figshare.3531896.v1
title: Appendix B. Constructing the phylogeny.

description: Constructing the phylogeny.
DOI: 10.6084/m9.figshare.16856182.v1
title: test1

description: Electrophysiological recording<br>
DOI: 10.17632/mfsbjfxb9z
title: How do entrepreneurship and corruption relate to innovation and competitiveness?

description: The literature shows a strong relationship between innovation and competitiveness. Innovation alone does not guarantee its impacts, making entrepreneurship key to converting innovations into new businesses. On the other hand, entrepreneurship is subject to corruption, and research exploring these two variables presents ambiguous or inconclusive results. Thus, studying these four variables acting concomitantly helps to achieve a deeper understanding of these relationships. This work aims to verify the role of entrepreneurship in the relationship between innovation and competitiveness and whether corruption has positive or negative effects on entrepreneurship. Secondary data from the Global Competitiveness Report and the Entrepreneurship Database project from The World Bank were used, generating a sample of 101 countries with data from both sources. The analysis adopted mediation and moderated mediation techniques. The results show the mediating role of entrepreneurship in the relationship between innovation and global competitiveness. Furthermore, the study found that corruption has a moderating effect on the relationship between entrepreneurship and competitiveness, verifying a decrease in the mediating effect of entrepreneurship on the proposed model. Counterintuitively, the findings revealed that the greater the corruption in the country, the greater the effect of innovation on competitiveness via entrepreneurship. It also shows the influence of corruption in opening new businesses and increasing the countries’ competitiveness. The research demonstrates the importance of measuring the level of entrepreneurship in traditional international reports to accurately analyze the countries’ stage of development and the population’s well-being.
DOI: 10.17632/4fb5y3ncsk
title: Effect of coffee and oil palm biochar on soil properties and plant growth

description: Effect of coffee and oil palm biochar on soil properties and plant growth
DOI: 10.17632/xkzf4m6pnf
title: Data for: Risk Factors for Acute Heart Failure and Impact on In-Hospital Mortality After Stroke

description: The enrolled patients data for the study " Risk Factors for Acute Heart Failure and Impact on In-Hospital Mortality After Stroke" at the Department of Neurology and Neurosurgery in St. Luke's International Hospital from January 2013 to December 2014.
DOI: 10.6084/m9.figshare.27108529.v1
title: Suicides in Kerala 2014-2022 by SCRB.xlsx

description: The research is on trend analysis of suicides in Kerala from 2014 to 2022 based on the data from State Crime Records Bureau, Kerala.
DOI: 10.6084/m9.figshare.6449837.v1
title: Phylogeny of some Devonian trilobites and consequences for the systematics of <i>Austerops</i> (Phacopidae)

description: A comprehensive phylogenetic hypothesis for Devonian phacopid trilobites of the genus <i>Austerops</i> has not previously been proposed. We carried out a cladistic analysis of the 13 species and subspecies assigned to <i>Austerops</i>, based on a data matrix of 63 characters. Two species of the morphologically very similar genus <i>Chotecops</i>, <i>C. auspex</i> and <i>C. hoseri</i>, and seven other close relatives (<i>Reedops cephalotes hamlagdadianus</i>, <i>Boeckops stelcki</i>, <i>Morocops granulops</i>, <i>Paciphacops logani</i>, <i>Phacops latifrons</i>, <i>Phacops araw</i> and <i>Pedinopariops</i> (<i>Hypsipariops</i>) <i>vagabundus</i>) were also included in the analysis in order to test their relationship with species of <i>Austerops</i>. Parsimony analyses using a heuristic method, with <i>Calyptaulax callirachis</i> and <i>C. glabella</i> as outgroup taxa, produced two most parsimonious trees of 341 steps. These trees are partly consistent with trees obtained from additional analyses performed with modified data sets (deletion of homoplastic characters, multistate characters, continuous characters carved into 5% increments, thoracic and pygidial characters, or taxa with numerous unknown characters). Results suggest that <i>Austerops</i> sp. B and <i>A.</i>? sp. D are close to <i>Chotecops hoseri</i> and <i>C. auspex</i>, and that these species constitute a monophyletic group. <i>Austerops Austerops menchikoffi</i>, <i>A. speculator</i> and <i>A. punctatus</i> are also a monophyletic group and reasonably constitute a sister group of that formed by the rest of <i>Austerops</i> and <i>Chotecops</i> sensu lato, while <i>A. hottonensis</i> seems phylogenetically distant from other representatives of <i>Austerops</i>. <i>Chotecops</i> including <i>C. hoseri</i> and <i>C. auspex</i> together with <i>Austerops</i> sp. B and <i>A</i>.? sp. D seem derived from <i>A. legrandi</i>. The relationship between <i>Austerops</i> and <i>Chotecops</i> remains partly unresolved but it seems likely that their recognition as separate taxa results in paraphyletic groups. The phylogenetic analysis suggests that the currently poorly known <i>Austerops</i> sp. B and <i>A</i>.? sp. D should be reassigned to <i>Chotecops</i>.
DOI: 10.6084/m9.figshare.12841309.v1
title: Dataset S2 Matrix from New Middle Miocene Ape (primates: Hylobatidae) from Ramnagar, India fills major gaps in the hominoid fossil record

description: Supplementary Materials Dataset S2
DOI: 10.6084/m9.figshare.19914691.v1
title: Housing Insecurity: Addressing the Biopsychosocial Needs of Young Adults in Los Angeles Survey

description: De-identified Housing Insecurity Survey responses
DOI: 10.6084/m9.figshare.25244989.v1
title: Study2IPVAW

description: This article presents two cross-sectional studies that group the most relevant (and potential) factors contemplated in IPVAW bystander literature to analyse their relationship with the intention to respond to hypothetical scenarios with specific helping behaviours (study 1) and as predictors of helping behaviours (study 2).
DOI: 10.6084/m9.figshare.5120650.v1
title: Supplementary Material for: Safety of Acupuncture: Results of a Prospective Observational Study with 229,230 Patients and Introduction of a Medical Information and Consent Form

description: <i>Background: </i>To evaluate the safety of acupuncture in a large number of patients receiving conventional health care and, based on these results, to develop a new medical consent form for acupuncture. <i>Methods: </i>The prospective observational study included patients who received acupuncture treatment for chronic osteoarthritis pain of the knee or hip, low back pain, neck pain or headache, allergic rhinitis, asthma, or dysmenorrhoea. After treatment, all patients documented adverse events associated with acupuncture (defined as adverse effects). Patients who reported a need for treatment due to an adverse effect completed an additional standardised questionnaire on the most important adverse effect. Based on this data and considering ethical and legal aspects a new consent form was developed. <i>Results: </i>A total of 229,230 patients received on average 10.2 ± 3.0 acupuncture treatments. Altogether, 19,726 patients (8.6%) reported experiencing at least one adverse effect and 4,963 (2.2%) reported one which required treatment. Common adverse effects were bleedings or haematoma (6.1% of patients, 58% of all adverse effects), pain (1.7%) and vegetative symptoms (0.7%). Two patients experienced a pneumothorax (one needed hospital treatment, the other observation only). The longest duration of a side effect was 180 days (nerve lesion of the lower limb). The resulting medical consent form consists of five modules: Introduction to acupuncture and moxibustion, Risks of acupuncture treatment, Conditions which can increase the risk, Doctor’s statement, and Consent. <i>Conclusion: </i>Acupuncture provided by physicians is a relatively safe treatment and the proposed consent form could support both patients and professionals in the process of obtaining informed consent.
DOI: 10.17632/cwbf2z7tch
title: Environmental Sensory Tendencies Dataset

description: Citation Request: Koklu, N., and Sulak, S. A. (2024). The Systematic Analysis of Adults' Environmental Sensory Tendencies Dataset. Data in Brief, 110640, https://doi.org/10.1016/j.dib.2024.110640

This dataset was conducted to investigate the profound impact of human activities on the environment, based on scientific data, recognizing the potential of environmental problems to turn into devastating crises if appropriate measures are not taken. It emphasizes the important role of education in developing environmental awareness, knowledge and sensitivity to counter adverse environmental consequences. For this purpose, a dataset was created for the emotional tendencies of university students, who represent a demographic that has the potential to influence the sustainable future of the world. A survey data including 33 different variables was collected from 388 university students in Turkey. Environmental Sensory Tendencies Dataset is intended to provide valuable guidance for the development of effective environmental education programs and policies aimed at increasing university students' awareness and participation in environmental issues. Our research underlines the vital importance of developing responsible attitudes and behaviors to effectively address environmental challenges and thereby contribute to a healthier and more sustainable global ecosystem. This study will make a significant contribution to the literature and highlight the interconnection between human actions and environmental well-being.
DOI: 10.6084/m9.figshare.27947877.v1
title: Supplementary Material for: Management of twin-reversed arterial perfusion (TRAP) sequence: a systematic review and meta-analysis

description: Introduction: Twin reversed arterial perfusion (TRAP) sequence is a rare complication of monochorionic twin pregnancies characterized by placental anastomoses between a normally developed twin and an acardiac mass. Though several treatment modalities exist, the optimal management strategy is unclear. This study aims to compare the various treatment strategies for TRAP sequence.

Methods: A systematic review of the literature was performed using PRISMA guidelines including PubMed, Scopus, Web of Science and the Cochrane Library. Studies were imported into Covidence, where they were independently screened by two authors. Studies included described interventions for TRAP sequence. Those excluded were unavailable in English and lacked differentiation between intervention strategies for TRAP and other monochorionic twin pregnancies. Fisher’s exact test and random effects modeling were used for statistical analysis.

Results: 2340 abstracts were screened, of which 218 articles progressed to full review and 120 qualified for data extraction. 757 twin pregnancies were described. Most were treated with radiofrequency ablation (RFA) (n=363, 47.95%) and laser ablation (n=220, 29.06%). Statistically significant differences amongst the modalities were seen in technical success (p = 0.005), gestational age at presentation (p &lt; 0.01), intervention (p = 0.01), and delivery (p = 0.01), respectively, and time between treatment and delivery (p &lt; 0.01). Notably, pump twin survival did not differ based on treatment modality used (p = 0.196). Overall, complication rates were low with no differences in preterm premature rupture of membranes (PPROM) (p = 0.66), preterm labor (p = 0.58) or maternal hemorrhage between modalities (p = 0.28). Suture cord ligation, however, had a greater hemorrhage rate than RFA (p = 0.03).

Conclusions: This embodies the first meta-analysis comparing treatment modalities for TRAP sequence with outcomes and complications. RFA is the most technically successful strategy. Prospective data is required to further understand the optimal modality and gestational age at treatment to ensure best overall outcomes.
DOI: 10.17632/hhmsdbz9d6
title: onion production and marketing
DOI: 10.6084/m9.figshare.26347507.v2
title: Supplemental Tables

description: Table_S1_to_S26.xlsx contains all supplemental tables. Due to large size of some tables, individual tables are also provided in the Supplemental data folder.<br><br>Table titles are as follows:<br>Table S1. <i>S. cerevisiae</i> Met positive edgesTable S2. <i>A. thaliana</i> Met positive edgesTable S3. <i>H. sapiens</i> Met positive edgesTable S4. <i>S. cerevisiae</i> TF positive edgesTable S5. <i>A. thaliana</i> TF positive edgesTable S6. <i>H. sapiens</i> TF positive edgesTable S7. <i>S. cerevisiae</i> GO positive edgesTable S8. <i>A. thaliana</i> GO positive edgesTable S9. <i>H. sapiens</i> GO positive edgesTable 10. Pseudoalignment statistics of <i>S. cerevisiae</i> RNA-seq samplesTable S11. Pseudoalignment statistics of <i>A. thaliana</i> RNA-seq samplesTable S12. Pseudoalignment statistics of <i>H. sapiens</i> RNA-seq samplesTable S13. <i>S. cerevisiae</i> RNA-seq samples metadata and K-means clustering assignments at different partition granularitiesTable S14. <i>A. thaliana</i> RNA-seq samples metadata and K-means clustering assignments at different partition granularitiesTable S15. <i>H. sapiens</i> RNA-seq samples metadata and K-means clustering assignments at different partition granularitiesTable S16. Performance scores of <i>S. cerevisiae</i> non-ensemble PCC GCN, coexpressDB GCN and TEA-GCN across different biological aspectsTable S17. Performance scores of <i>A. thaliana</i> non-ensemble PCC GCN, ATTED-II GCN and TEA-GCN across different biological aspectsTable S18. Performance scores of <i>H. sapiens</i> non-ensemble PCC GCN, coexpressDB GCN and TEA-GCN across different biological aspectsTable S19. Comparison of Met positive edges standardized co-expression strengths from different pathway ontological classes between <i>A. thaliana</i> GCN and ATTED-II GCNTable S20. Performance scores of downsampled <i>A. thaliana</i> TEA-GCNsTable S21. <i>A. thaliana</i> GRN positive edgesTable S22. GRN-inference performance scores of downsampled <i>A.thaliana</i> TEA-GCNs and GENIE3 GRNsTable S23. Lemma annotations of 444 <i>A. thaliana</i> dataset partitionsTable S24. Partition rankings of deconvoluted <i>A. thaliana</i> edges of interestsTable S25. Experimental Contexts discovered for selected TF positive edgesTable S26. Enrichment statistics of experimental context lemmas of TF positive edges connecting <i>ABI5</i> and <i>MS188</i>
DOI: 10.6084/m9.figshare.5106955.v1
title: Quality of life.sav

description: SPSS data for study entitle "determinants of quality of life among cancer patients:A national study". In the case of using this data must get permission from principal investigator of this study.Prof.Dr.Sherina Mohd Sidik (sherina@upm.edu.my)
DOI: 10.6084/m9.figshare.5286019.v7
title: SQLite database with MGI mouse gene annotations from Mouse Genome Informatics (MGI) at The Jackson Laboratory

description: A SQLite database with two tables: "description" and "genes". The description table includes the URL for the source file. The "genes" table contains the data, with 14 fields including chr (1-19, X, Y, MT), start and stop (in basepairs, GRCm38/mm10 build), source, strand, Name, and type.<br>This is like mouse_genes.sqlite, but just with the records with source=="MGI" and taking just one of each of the duplicate records for a gene.
DOI: 10.17632/94r6y9jb6g
title: Tim-3-CD4+T cells C1/C2 RNA-seq

description: Research hypothesis: How does Tim-3+T cell profile regulate the function of T cells?
Through flow cytometry, 3 samples of Tim-3+CD4+ T cells, Tim-3-CD4+ T cells, Tim-3+CD8+ T cells, and Tim-3-CD8+ T cells were separately sorted for RNA-seq analysis, obtaining the differential genes between Tim-3+CD4+ T cells and Tim-3-CD4+ T cells; Tim-3+CD8+ T cells and Tim-3-CD8+ T cells.
DOI: 10.6084/m9.figshare.1597646.v2
title: Sexes of Rhabditis sp. SB347 F1 from selfing or outcrossing parents.

description: Data from Figure 2a. To determine the sex of the F1 from selfing hermaphrodites, the self-progeny of 20 SB347 animals was collected throughout their lifespan. The hermaphrodite mothers were selected by first isolating dauers, which in SB347 always develop into hermaphrodites. Dauers were placed into single 6 cm agar plates seeded with E. coli OP50-1 and left to mature into adults. Every 8 h of their reproductive life, the hermaphrodite mothers were transferred to a new plate until they stopped laying eggs. To control more precisely for worms that may escape the plate before being scored, we sexed the progeny while they were at larval stages (two days after hatching). We scored the three sexes using several traits, including developmental rates and morphologies. Dauer larvae (destined to become hermaphrodites) are thin with darkly-pigmented guts. Larger larvae with long thin tails develop into females. Male larvae have a characteristically blunt tail.
DOI: 10.6084/m9.figshare.22663807.v2
title: patients.xlsx

description: the value of BALF HBP in ARDS and CPE patients
DOI: 10.6084/m9.figshare.2066262.v1
title: spatial dataset of Xishuangbanna

description: The spatial dataset consists of administrative boundary of Xishuangbanna Prefecture at county level, elevation zones, slopes, layer of net present value of rubber plantations, boundary of nature reserve and shapefiles of rubber plantations of 1988, 2002 and 2010.
DOI: 10.6084/m9.figshare.28582373.v1
title: <b>Integrated GWAS, Meta-Analysis, and Bayesian Fine Mapping Reveal Novel QTLs and Functional Candidate Genes for Vulva Traits in Large White Pigs</b>_Chip data

description: The reproductive performance of pigs is crucial for agricultural production, and the vulva traits of sows—such as length, width, and angle—directly impact breeding efficiency. For example, gilts with small or upward-tilted vulva are often culled, limiting the size and efficiency of breeding herds. To improve the retention rate of breeding females, we conducted this study to explore the key genes and genetic mechanisms underlying these traits using genomics. We collected data on vulva traits from 2,197 gilts across three Large White pig populations (from PIC, Topigs, and Canada) and used genome-wide association studies (GWAS) and meta-analysis techniques, combined with Bayesian fine mapping, to systematically identify genetic loci and candidate genes associated with these traits. Through these methods, we discovered several new significant loci and identified potential candidate genes such as <i>SDC2</i>, <i>MTERF3</i>, <i>VIP</i>, <i>POP1</i>, and <i>PSMA1</i> that may play important roles in regulating vulva traits. These findings provide new insights into the genetic mechanisms of reproductive traits in pigs and offer a vital molecular basis for future breeding programs. By using marker-assisted selection (MAS) or genomic selection (GS), we can more effectively improve vulva traits, thereby increasing the retention rate and productivity of breeding females. This not only enhances the economic benefits of pig farming but also improves animal welfare by reducing the culling of gilts due to reproductive issues
DOI: 10.6084/m9.figshare.3565959.v1
title: Appendix F. The deviation of assemblage yield from that expected from the performance of its member species grown in solo.

description: The deviation of assemblage yield from that expected from the performance of its member species grown in solo.
DOI: 10.6084/m9.figshare.5127076.v1
title: Supplementary Material for: Welche Risiken und Nebenwirkungen hat Psychotherapie? - Entwicklung des Inventars zur Erfassung Negativer Effekte von Psychotherapie (INEP)

description: <b><i>Hintergrund: </i></b>Negative Effekte von Psychotherapie sind bis heute wenig systematisch untersucht. Diese Studie stellt die Konstruktion eines Selbstbeurteilungsverfahrens zur Erfassung negativer Effekte von Psychotherapie vor. <b><i>Patienten und Methoden: </i></b>Ein Itempool zur breiten Erfassung möglicher erlebter negativer Veränderungen durch Psychotherapie in den Bereichen intrapersonelle Veränderungen, Partnerschaft, Freunde und Familie, Arbeitsplatz, therapeutisches Fehlverhalten und Stigmatisierung wurde über Literaturrecherchen und Expertenbefragungen generiert. Items wurden bipolar formuliert, um ein negatives Priming zu verhindern. Zusätzlich wurde die jeweilige Attribution der Veränderung auf die Psychotherapie oder andere externe Ursachen erfragt. Im Zeitraum von November 2010 bis Februar 2011 nahmen 195 ehemalige Psychotherapiepatienten (74,9% weiblich; Alter M = 38,4 Jahre; SD = 11,8) an einer Onlineuntersuchung teil, bei der auch die Rahmenbedingungen der Psychotherapie erfragt wurden. <b><i>Ergebnisse: </i></b>Von 195 Befragten gaben 93,8% (n = 183) an, negative Effekte durch ihre Psychotherapie erlebt zu haben. Die höchsten Raten erlebter negativer Effekte ergaben sich in den Bereichen intrapersonelle Veränderungen (15,8%), Stigmatisierung (14,9%) und Partnerschaft (12,0%). Schwerwiegendes therapeutisches Fehlverhalten wie sexuelle Belästigung (2,6%) oder körperliche Gewalt (1%) durch den Therapeuten hatten eine geringe Prävalenz. Anhand von Itemanalysen sowie inhaltlichen Kriterien wurde das Inventar zur Erfassung negativer Effekte von Psychotherapie (INEP) mit 21 Items erstellt (α = 0,86). <b><i>Diskussion: </i></b>Ein Großteil der negativen Veränderungen trat innerhalb des therapeutischen Settings auf (z.B. verletzende Aussagen des Therapeuten, Phasen der Niedergeschlagenheit). Zudem wurden mehr negative Effekte genannt, wenn die therapeutische Beziehung als negativ beschrieben wurde. <b><i>Schlussfolgerung: </i></b>Negative Effekte von Psychotherapien sind feststellbar und können mittels Patientenbefragungen und einer systematischen Analyse, via INEP erfasst werden. Die Analyse des Instruments in weiteren klinischen Subpopulationen ist notwendig.
DOI: 10.6084/m9.figshare.20937427.v3
title: all ECFP4 of ChEMBL25 and ZINC20 as JSON dicts

description: 2 JSON dicts that list the connectivity features (key) ECFP4 (including the ECFP2) as detected by the GetMorganFingerprint function of the RDkit program. One files encompass all the 556,187 ECFP4 of the substances of ChEMBL25 as downloaded in September 2019 with 1,817,766 unique molecules. It is a large curated database of bioactive molecules. Here the values are 5 ChEMBL references that can be used to represent the fingerprint. <br> The second dict include the 1,156,416 ECFP(2 and 4) encountered in either the ZINC20 or ChEMBL25. ZINC is larger than ChEMBL and is based on commercially available compounds and not restricted to bioactive molecules. It encompass in proportion more inorganic and organometallic compounds than ChEMBL. We have used the already prepared version ZINC20-ML by Artem Cherkasov and Francesco Gentile with all the 1,006,651,037 ZINC20 molecules as of early March 2021. ZINC20-ML is available at https://files.docking.org/zinc20-ML/. <br> <br>