cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11593899.v3
title: Fiscal stress and economic and financial variables

description: The database used includes annual frequency data for 43 countries, defined by the IMF as 24 advanced countries and 19 emerging countries, for the years 1992-2018.<br><br>The database contains the fiscal stress variable and a set of variables that can be classified as follows: macroeconomic and global economy (interest rates in the US, OECD; real GDP in the US, y-o-y, OECD; real GDP in China, y-o-y, World Bank; oil price, y-o-y, BP p.l.c.; VIX, CBOE; real GDP, y-o-y, World Bank, OECD, IMF WEO; GDP per capita in PPS, World Bank); financial (nominal USD exchange rate, y-o-y, IMF IFS; private credit to GDP, change in p.p., IMF IFS, World Bank and OECD); fiscal (general government balance, % GDP, IMF WEO; general government debt, % GDP, IMF WEO, effective interest rate on the g.g. debt, IMF WEO); competitiveness and domestic demand (currency overvaluation, IMF WEO; current account balance, % GDP, IMF WEO; share in global exports, y-o-y, World Bank, OECD; gross fixed capital formation, y-o-y, World Bank, OECD; CPI, IMF IFS, IMF WEO; real consumption, y-o-y, World Bank, OECD); labor market (unemployment rate, change in p.p., IMF WEO; labor productivity, y-o-y, ILO).<br><br>In line with the convention adopted in the literature, the fiscal stress variable is a binary variable equal to 1 in the case of a fiscal stress event and 0 otherwise. In more recent literature in this field, the dependent variable tends to be defined broadly, reflecting not only outright default or debt restructuring, but also less extreme events. Therefore, following Baldacci et al. (2011), the definition used in the present database is broad, and the focus is on signalling fiscal stress events, in contrast to the narrower event of a fiscal crisis related to outright default or debt restructuring. Fiscal problems can take many forms; in particular, some of the outright defaults can be avoided through timely, targeted responses, like support programs of international institutions. <br><br>The fiscal stress variable is shifted with regard to the other variables: crisis_next_year – binary variable shifted by 1 year, all years of a fiscal stress coded as 1; crisis_next_period – binary variable shifted by 2 years, all years of a fiscal stress coded as 1; crisis_first_year1 – binary variable shifted by 1 year, only the first year of a fiscal stress coded as 1; crisis_first_year2 - binary variable shifted by 2 years, only the first year of a fiscal stress coded as 1.<br><br>
DOI: 10.6084/m9.figshare.11592642
title: Selfing_experiment.xlsx

description: Outcross and self-pollinations were performed in diploids and synthetic neotetraploids of <i>Jasione maritima</i> var. <i>maritima</i>. Reproductive success and plant performance was measured through several reproductive and fitness parameters.<b></b>
DOI: 10.6084/m9.figshare.11592642.v1
title: Selfing_experiment.xlsx

description: Outcross and self-pollinations were performed in diploids and synthetic neotetraploids of <i>Jasione maritima</i> var. <i>maritima</i>. Reproductive success and plant performance was measured through several reproductive and fitness parameters.<b></b>
DOI: 10.6084/m9.figshare.11592138
title: data-wangpraseurtetal2020natcom.xlsx

description: Supporting data for Bionic 3D printed corals.
DOI: 10.6084/m9.figshare.11592138.v1
title: data-wangpraseurtetal2020natcom.xlsx

description: Supporting data for Bionic 3D printed corals.
DOI: 10.6084/m9.figshare.11592060
title: Gaudreau_Frontiers_Data2020.xlsx

description: Data set for third graders' gestures during interviews about the day/night cycle before and after instruction.
DOI: 10.6084/m9.figshare.11592060.v1
title: Gaudreau_Frontiers_Data2020.xlsx

description: Data set for third graders' gestures during interviews about the day/night cycle before and after instruction.
DOI: 10.6084/m9.figshare.11592036
title: IGH repertoires from 4 healthy donors

description: IGH repertoires of naive B cells, CD27dull and CD27bright MBCs sorted from PB samples of 4 HD. (aged 37 to 57 years)
DOI: 10.6084/m9.figshare.11592036.v1
title: IGH repertoires from 4 healthy donors

description: IGH repertoires of naive B cells, CD27dull and CD27bright MBCs sorted from PB samples of 4 HD. (aged 37 to 57 years)
DOI: 10.6084/m9.figshare.11592027
title: The developmental program of MBCs in pregnancy

description: IGH repertoires from sorted naive, CD27dull and CD27bright MBCs at the second (Trim2) and third trimester (Trim3) of pregnancy and three months after delivery from three donors.
DOI: 10.6084/m9.figshare.11592015
title: Meira Neto et al 2020

description: This excel file contains the mean annual variables used in the manuscript: <b>An aridity index-based formulation of streamflow components</b><b></b>Submitted to Water Resources Research<br>Aridity Index (phi, unitless)Direct Runoff (Qd, in mm/year)Wetting (W, in mm/year)Baseflow (Qb, in mm/year)Streamflow (Q, in mm/year)<br>Precipitation (P, in mm/year)
DOI: 10.6084/m9.figshare.11592027.v2
title: The developmental program of MBCs in pregnancy

description: IGH repertoires from sorted naive, CD27dull and CD27bright MBCs at the second (Trim2) and third trimester (Trim3) of pregnancy and three months after delivery from three donors.
DOI: 10.6084/m9.figshare.11592027.v1
title: The developmental program of MBCs in pregnancy

description: IGH repertoires from sorted naive, CD27dull and CD27bright MBCs at the second (Trim2) and third trimester (Trim3) of pregnancy and three months after delivery from three donors.
DOI: 10.6084/m9.figshare.11592015.v1
title: Shared.xlsx

description: This excel file contains the mean annual variables used in the manuscript: <b>An aridity index-based formulation of streamflow components</b><b></b>Submitted to Water Resources Research<br>Aridity Index (phi)Direct Runoff (Qd)Baseflow (Qb)Streamflow (Q)
DOI: 10.6084/m9.figshare.11591997
title: Understanding Causes of Conflict Over Common Village Pastures – A Comparative Analysis of Property Rights in Azerbaijan and Georgia

description: Conflicts in the management of renewable natural resources are situations in which actors have diverging opinions on issues of natural resource use. In the literature, among the causal factors for conflicts discussed are resource wealth or scarcity and the role of governance. The evidence, however, is contradictory. In order to analyze the role of governance in more detail, we propose a combined analysis of property rights and conflicts. In this way, an improved understanding of the causes of local conflicts over renewable natural resources can be achieved. We use comparative case study data from pasture management in the Caucasus region, first, to classify conflicts according to the bundle of property rights approach and, second, to explore how the causal factors resource scarcity and current governance contribute to those conflicts.
DOI: 10.6084/m9.figshare.11592015.v2
title: Meira Neto et al 2020

description: This excel file contains the mean annual variables used in the manuscript: <b>An aridity index-based formulation of streamflow components</b><b></b>Submitted to Water Resources Research<br>Aridity Index (phi)Direct Runoff (Qd)Baseflow (Qb)Streamflow (Q)
DOI: 10.6084/m9.figshare.11591997.v1
title: Understanding Causes of Conflict Over Common Village Pastures – A Comparative Analysis of Property Rights in Azerbaijan and Georgia

description: Conflicts in the management of renewable natural resources are situations in which actors have diverging opinions on issues of natural resource use. In the literature, among the causal factors for conflicts discussed are resource wealth or scarcity and the role of governance. The evidence, however, is contradictory. In order to analyze the role of governance in more detail, we propose a combined analysis of property rights and conflicts. In this way, an improved understanding of the causes of local conflicts over renewable natural resources can be achieved. We use comparative case study data from pasture management in the Caucasus region, first, to classify conflicts according to the bundle of property rights approach and, second, to explore how the causal factors resource scarcity and current governance contribute to those conflicts.
DOI: 10.6084/m9.figshare.11591949
title: Do Swiss community pharmacists address the risk of sexually transmitted infections during a consultation on emergency contraception? A simulated patient study

description: <b>Objectives:</b> Since 2002, Swiss community pharmacists have dispensed emergency contraception (EC) as pharmacist-only medicine ideally using the official Swiss protocol. Our study aimed to determine pharmacists’ resolution of an imaginary EC case, compliance with the protocol, and provision of information on the risk of sexually transmitted infections (STIs). <b>Methods:</b> We conducted a simulated patient study with 69 students who each visited a community pharmacy. The scenario started with the student requesting the ‘morning after pill’. Current practice was assessed using an online evaluation form adapted from the Medication-Related Consultation Framework. Descriptive and statistical analyses were carried out. <b>Results:</b> All pharmacists correctly identified that the person needed EC. All pharmacists used an EC protocol and asked on average 10.9 (standard deviation 0.68) of 11 compulsory EC assessment questions. In total, 93% of pharmacists addressed EC counselling items and 56% addressed the risk of STIs, mainly by mentioning that condoms offered the best protection (76%). <b>Conclusions:</b> Community pharmacists correctly issued the EC, complied with the dispensing protocol and used their professional judgement to ensure optimal EC use. There is nevertheless room for improvement regarding pharmacists’ STI counselling. Finally, the protocol’s STI section could be enriched with specific information to guide counselling.
DOI: 10.6084/m9.figshare.11591949.v1
title: Do Swiss community pharmacists address the risk of sexually transmitted infections during a consultation on emergency contraception? A simulated patient study

description: <b>Objectives:</b> Since 2002, Swiss community pharmacists have dispensed emergency contraception (EC) as pharmacist-only medicine ideally using the official Swiss protocol. Our study aimed to determine pharmacists’ resolution of an imaginary EC case, compliance with the protocol, and provision of information on the risk of sexually transmitted infections (STIs). <b>Methods:</b> We conducted a simulated patient study with 69 students who each visited a community pharmacy. The scenario started with the student requesting the ‘morning after pill’. Current practice was assessed using an online evaluation form adapted from the Medication-Related Consultation Framework. Descriptive and statistical analyses were carried out. <b>Results:</b> All pharmacists correctly identified that the person needed EC. All pharmacists used an EC protocol and asked on average 10.9 (standard deviation 0.68) of 11 compulsory EC assessment questions. In total, 93% of pharmacists addressed EC counselling items and 56% addressed the risk of STIs, mainly by mentioning that condoms offered the best protection (76%). <b>Conclusions:</b> Community pharmacists correctly issued the EC, complied with the dispensing protocol and used their professional judgement to ensure optimal EC use. There is nevertheless room for improvement regarding pharmacists’ STI counselling. Finally, the protocol’s STI section could be enriched with specific information to guide counselling.
DOI: 10.6084/m9.figshare.11591895.v1
title: Cost-effectiveness analysis of nivolumab for the treatment of squamous cell carcinoma of the head and neck in the United States

description: <b>Aim:</b> To assess the cost-effectiveness of nivolumab monotherapy for recurrent/metastatic (R/M) squamous cell carcinoma of the head and neck (SCCHN) in the US. <b>Methods:</b> We constructed a cohort-based partitioned survival model for three health states (progression-free, progressed disease, and death). Using overall survival and progression-free survival data from the nivolumab and investigator’s choice (IC) arms of the CheckMate 141 study, the proportion of patients in each health state was estimated by parametric modeling over a 25-year period. Cost, utility, adverse event, and disease management data inputs were obtained from relevant literature and applied to patients in each health state. A scenario analysis was conducted assuming increased uptake of subsequent immunotherapies. A one-way deterministic sensitivity analysis assessed the impact of variation in multiple parameters. A probabilistic sensitivity analysis in which probabilistic distributions were applied to each input during 1,000 model iterations was also conducted. <b>Results:</b> Total costs incurred were higher with nivolumab ($101,552) than with IC ($38,067). Nivolumab was associated with a higher number of life-years (LY; 1.21) and quality-adjusted life-years (QALYs; 0.89), compared with IC (0.68 and 0.42, respectively). The incremental cost-effectiveness ratio for nivolumab compared with IC was $134,438 per QALY, and this remained qualitatively similar when increased uptake of subsequent immunotherapies was assumed ($129,603 per QALY). Sensitivity analyses supported these findings. <b>Conclusion:</b> These results suggest that, at a willingness-to-pay threshold of $150,000 per QALY, nivolumab is a cost-effective option for therapy of SCCHN in the US.
DOI: 10.6084/m9.figshare.11591913
title: Eduardo et al 2020 Dataset_Knowledge and self-use of medicinal plants by health university students in Brasília-Brazil

description: A experiment based on the measurement of the academic about the use of medicinal plants is increasing, this article aims to analyze the behavior of future health professionals regarding the use of medicinal plants, since they will be responsible for the orientation and education of patients and the population
DOI: 10.6084/m9.figshare.11591913.v3
title: Eduardo et al 2020 Dataset

description: A experiment based on the measurement of the academic about the use of medicinal plants is increasing, this article aims to analyze the behavior of future health professionals regarding the use of medicinal plants, since they will be responsible for the orientation and education of patients and the population
DOI: 10.6084/m9.figshare.11591913.v4
title: Eduardo et al 2020 Dataset_Knowledge And Use Of Medical Plants By University Health Students In Brasília-Brazil

description: A experiment based on the measurement of the academic about the use of medicinal plants is increasing, this article aims to analyze the behavior of future health professionals regarding the use of medicinal plants, since they will be responsible for the orientation and education of patients and the population
DOI: 10.6084/m9.figshare.11591862
title: Facial muscle reanimation by transcutaneous electrical stimulation for peripheral facial nerve palsy

description: Reanimation of paralysed facial muscles by electrical stimulation has been studied extensively in animal models, but human studies in this field are largely lacking. Twenty-four subjects with a peripheral facial nerve palsy with a median duration of three years were enrolled. We studied activations of four facial muscles with electrical stimulation using surface electrodes. In subjects whose voluntary movement was severely impaired or completely absent, the electrical stimulation produced a movement that was greater in amplitude compared with the voluntary effort in 10 out of 18 subjects in the <i>frontalis</i> muscle, in 5 out of 14 subjects in the <i>zygomaticus major</i> muscle, and in 3 out of 8 subjects in the <i>orbicularis oris</i> muscle. The electrical stimulation produced a stronger blink in 8 subjects out of 22 compared with their spontaneous blinks. The stimulation could produce a better movement even in cases where the muscles were clinically completely paretic, sometimes also in palsies that were several years old, provided that the muscle was not totally denervated. Restoring the function of paralysed facial muscles by electrical stimulation has potential as a therapeutic option in cases where the muscle is clinically paretic but has reinnervation.
DOI: 10.6084/m9.figshare.11591862.v1
title: Facial muscle reanimation by transcutaneous electrical stimulation for peripheral facial nerve palsy

description: Reanimation of paralysed facial muscles by electrical stimulation has been studied extensively in animal models, but human studies in this field are largely lacking. Twenty-four subjects with a peripheral facial nerve palsy with a median duration of three years were enrolled. We studied activations of four facial muscles with electrical stimulation using surface electrodes. In subjects whose voluntary movement was severely impaired or completely absent, the electrical stimulation produced a movement that was greater in amplitude compared with the voluntary effort in 10 out of 18 subjects in the <i>frontalis</i> muscle, in 5 out of 14 subjects in the <i>zygomaticus major</i> muscle, and in 3 out of 8 subjects in the <i>orbicularis oris</i> muscle. The electrical stimulation produced a stronger blink in 8 subjects out of 22 compared with their spontaneous blinks. The stimulation could produce a better movement even in cases where the muscles were clinically completely paretic, sometimes also in palsies that were several years old, provided that the muscle was not totally denervated. Restoring the function of paralysed facial muscles by electrical stimulation has potential as a therapeutic option in cases where the muscle is clinically paretic but has reinnervation.
DOI: 10.6084/m9.figshare.11591838
title: Zen meditation neutralizes emotional evaluation, but not implicit affective processing of words

description: Response Time Data and Valence Rating Data. <br>Covariate Tests: Big 5 Test, D2-R, MWT-B<br>Group 0 = Zen group, Group 1 = comparison group
DOI: 10.6084/m9.figshare.11591832
title: Respiratory defects in the CrtapKO mouse model of Osteogenesis Imperfecta - Suppl. Table 2

description: Suppl. Table 2
DOI: 10.6084/m9.figshare.11591832.v1
title: Respiratory defects in the CrtapKO mouse model of Osteogenesis Imperfecta - Suppl. Table 2

description: Suppl. Table 2
DOI: 10.6084/m9.figshare.11591817
title: Respiratory defects in the CrtapKO mouse model of Osteogenesis Imperfecta - Suppl. Table 1

description: Suppl. Table 1
DOI: 10.15131/shef.data.11591775
title: Credibility corpus fine-tuned ELMo contextual language model for early rumor detection on social media

description: This repository contains rumor task specific contextual neural language model that are fine-tuned on large credibility-focused social media dataset. <br><br>The model file contains fine-tuned and fixed bidirectional Language Model (biLM) weights that can be used to compute the sentence representation of candidate rumor tweets. The purpose of this release is for research only and for reproducing our results in the paper.<br>Contextual language model like ELMo provides deep, contextualised, and character based word representations by using bidirectional language models. Previous research shows that fine-tuning Neural Language Models (NLMs) with domain-specific data allows them to learn more meaningful word representations and provides a performance gain.<br>In our research, we fine-tuned pre-trained ELMo for early rumor detection task on social media dataset, we generate a dataset from CREDBANK. Sentences in original corpus are shuffled and split into training and hold-out sets. About 0.02% of the original data is used as the hold-out set. We also generate a test set using the PHEME data containing 6,162 tweets related to 9 events in the hope that it will offer an independent and robust evaluation of our hypothesis.<br>The model fine-tuned on Credbank dataset (denoted as "elmo_credbank") was trained more than 800 hours on a Intel E5-2630-v3 CPU with maximum 50GiB RAM used. For a comparative evaluation of its effectiveness, we also fine-tuned pre-trained ELMo model on SNAP corpus (denoted as "elmo_snap") which was trained more than 500 hours on a NVIDIA Kepler K40M GPU. Our results shows that a large improvement in perplexity on both hold-out set and test set with CREDBANK in comparison to the fine-tuned model with SNAP corpus.<br>Our research shows that a state-of-the-art NLMs and large credibility focused Twitter corpora can be employed to learn context-sensitive representations of rumor tweets.<br>For more details, please refer our papers as follows. Version "12262018.hdf5" was used in [2] and Version "10052019.hdf5" was used in [1]. The code using this language model can be found on github (https://github.com/soojihan/Multitask4Veracity).<br>[1] Han S., Gao, J., Ciravegna, F. (2019). "Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection", The 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2019), Vancouver, Canada, 27-30 August, 2019<br>[2] Han S., Gao, J., Ciravegna, F. (2019). "Data Augmentation for Rumor Detection Using Context-Sensitive Neural Language Model With Large-Scale Credibility Corpus", Seventh International Conference on Learning Representations (ICLR) LLD,New Orleans, Louisiana, US
DOI: 10.6084/m9.figshare.11591685
title: Holo ER

description: Model of the holo ER of SQTKS
DOI: 10.6084/m9.figshare.11591682
title: TigerSalamanders_MigrateN_Amexicanum_1pop.dna

description: Input file for a Migrate-N analysis (a 1-population model) of Ambystoma mexicanum
DOI: 10.6084/m9.figshare.11591685.v1
title: Holo ER

description: Model of the holo ER of SQTKS
DOI: 10.6084/m9.figshare.11591679
title: TigerSalamanders_MigrateN_1pop_panmictic.parmfile.bayes

description: Parameter file for a Migrate-N 1-population model
DOI: 10.6084/m9.figshare.11591682.v1
title: TigerSalamanders_MigrateN_Amexicanum_1pop.dna

description: Input file for a Migrate-N analysis (a 1-population model) of Ambystoma mexicanum
DOI: 10.6084/m9.figshare.11591676
title: TigerSalamanders_STRUCTURE_USeast.stru

description: The input file used in STRUCTURE and DAPC analyses of the eastern U.S. cluster.
DOI: 10.6084/m9.figshare.11591676.v1
title: TigerSalamanders_STRUCTURE_USeast.stru

description: The input file used in STRUCTURE and DAPC analyses of the eastern U.S. cluster.
DOI: 10.6084/m9.figshare.11591679.v1
title: TigerSalamanders_MigrateN_1pop_panmictic.parmfile.bayes

description: Parameter file for a Migrate-N 1-population model
DOI: 10.6084/m9.figshare.11591670
title: TigerSalamanders_STRUCTURE_CM4.stru

description: The input file used in STRUCTURE and DAPC analyses of the Central Mexico CM4 cluster.
DOI: 10.6084/m9.figshare.11591673
title: TigerSalamanders_STRUCTURE_mainparams

description: The main parameter file for STRUCTURE analyses of the tiger salamander project
DOI: 10.6084/m9.figshare.11591673.v1
title: TigerSalamanders_STRUCTURE_mainparams

description: The main parameter file for STRUCTURE analyses of the tiger salamander project
DOI: 10.6084/m9.figshare.11591664
title: TigerSalamanders_STRUCTURE_CM2.stru

description: The input file used in STRUCTURE and DAPC analyses of the Central Mexico CM2 cluster.
DOI: 10.6084/m9.figshare.11591667
title: TigerSalamanders_STRUCTURE_USwest.stru

description: Input file for STRUCTURE and DAPC analyses of the western U.S. clade of tiger salamanders
DOI: 10.6084/m9.figshare.11591670.v1
title: TigerSalamanders_STRUCTURE_CM4.stru

description: The input file used in STRUCTURE and DAPC analyses of the Central Mexico CM4 cluster.
DOI: 10.6084/m9.figshare.11591664.v1
title: TigerSalamanders_STRUCTURE_CM2.stru

description: The input file used in STRUCTURE and DAPC analyses of the Central Mexico CM2 cluster.
DOI: 10.6084/m9.figshare.11591661
title: TigerSalamanders_STRUCTURE_UScentral.stru

description: The input file used in STRUCTURE and DAPC analyses of the central U.S. cluster.
DOI: 10.6084/m9.figshare.11591667.v1
title: TigerSalamanders_STRUCTURE_USwest.stru

description: Input file for a STRUCTURE analysis of the western U.S. clade of tiger salamanders