cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3522383.v1
title: Appendix A. A list of ant species records from Brackenridge Field Laboratory (University of Texas, Austin, Texas, USA) both before and ~12 yr after the Solenopsis invicta invasion.

description: A list of ant species records from Brackenridge Field Laboratory (University of Texas, Austin, Texas, USA) both before and ~12 yr after the Solenopsis invicta invasion.
DOI: 10.6084/m9.figshare.5126920.v1
title: Supplementary Material for: Cost-Effectiveness of <b><i>IL28Β</i></b> Genotype-Guided Protease Inhibitor Triple Therapy versus Standard of Care Treatment in Patients with Hepatitis C Genotypes 2 or 3 Infection

description: <b><i>Background/Aims:</i></b> Triple therapy [adding protease inhibitors to standard of care (SOC)] dramatically increases treatment response in selected patients with hepatitis C virus (HCV). Interleukin 28B <i>(IL28Β)</i> genotyping helps predict responsiveness in these patients; however, the economic implications of <i>IL28Β</i> genotyping in HCV genotype 2 or 3 infected patients are unknown. Short- and long-term costs and outcomes of SOC therapy were calculated and used to determine the cost-effectiveness thresholds for using triple therapy in HCV genotype 2 or 3 infected patients. <b><i>Methods:</i></b> Costs and outcomes were calculated by conducting cohort simulations on decision trees modeling SOC and triple therapy. Quality-adjusted life expectancies and long-term costs were predicted through Markov modeling. <b><i>Results:</i></b> For triple therapy to be cost-effective, sustained virologic response (SVR) rates must improve (depending on age) by 7.91-11.11 and 9.06-12.8% for HCV genotype 2 and 3 cohorts, respectively. When triple therapy is guided by 2 <i>IL28Β</i> variants, a 2.63-3.72% improvement in SVR is needed for cost-effectiveness, and when guided by only one variant, a 1.4-8.91% improvement is needed. <b><i>Conclusions:</i></b> Markov modeling revealed that modest increases in SVR rates from <i>IL28Β</i>-guided triple therapy can lead to both lower costs and better health outcomes than SOC therapy in the long run.
DOI: 10.17632/sbhbbrh4kj
title: Data analysis and results: Integrating drone imaging with machine learning for green stormwater infrastructure condition assessment

description: Raw confusion matrix data for all sites and accuracy analysis data for rounds 1 and 2 of data collection. The data was downloaded from ArcGIS Pro into Excel format.
DOI: 10.6084/m9.figshare.21641726.v2
title: In silico secretome analyses of the polyphagous root-knot nematode Meloiodogyne javanica: A resource for studying M. javanica secreted proteins

description: This manuscript entitled "The secretome of the polyphagous root-knot nematode <em>Meloidogyne javanica</em>: <em>in silico</em> prediction and functional analysis" catalogs the secreted proteins found in root-knot nematode species that are important for parasitism. This study employed a variety of integrated bioinformatic methods to predict and functionally annotate <em>Meloidogyne javanica's </em>secretome. <br>
DOI: 10.6084/m9.figshare.4047525.v1
title: Supplementary Material for: Long-Term Outcomes of Group B Eyes in Patients with Retinoblastoma Treated with Short-Course Chemoreduction: Experience from Children's Hospital Los Angeles/University of Southern California

description: <br><strong><em>Background/Aims:</em></strong> Chemoreduction protocols for retinoblastoma vary widely across institutions. Herein, we compare a 3- versus 6-cycle chemotherapy approach for group B retinoblastoma. <b><i>Methods:</i></b> A nonrandomized, retrospective review of patients diagnosed with group B retinoblastoma from 1991-2011 at Children's Hospital Los Angeles was performed. A total of 72 eyes of 63 patients were analyzed. Mean follow-up time was 82 months (range 6-272 months). Main outcome measures were globe salvage and need for external beam radiation. <b><i>Results:</i></b> Forty-six patients (55 eyes) were treated upfront with 3 cycles of carboplatin, etoposide, and vincristine; 17 patients (17 eyes) received 6 cycles. Thirty-seven eyes (67%) in the 3-cycle group were cured with initial chemoreduction alone. An additional 10 eyes with persistent or recurrent tumors were rescued with 3 more cycles for a total salvage rate of 85% (47/55 eyes). In the 6-cycle group, 16 of 17 eyes (94%) avoided radiation and enucleation. <b><i>Conclusion:</i></b> The initial recurrence rate was higher for the 3-cycle group (p = 0.03). However, eyes failing short-course chemoreduction were rescued with 3 additional cycles and achieved a similar overall event-free survival rate (p = 0.16). In our cohort, this short-course approach spared 63% (29/46) of patients with group B retinoblastoma the extra 3 cycles of systemic chemotherapy.
DOI: 10.6084/m9.figshare.4153497.v1
title: ESM data from Cytoplasmic inheritance of parent-offspring cell structure in the clonal diatom <i>Cyclotella meneghiniana</i>

description: The data supporting our paper
DOI: 10.17632/dhh4mmw3f3
title: Antecedents of mobile banking-UTAUT model

description: Raw data used for empirical study.
DOI: 10.17632/xn535h53ht
title: Students perspective on using AI

description: 4 countries - STUDENTS Perspective on the Use of AI in Education - JULY 2024
DOI: 10.6084/m9.figshare.1213778.v1
title: Example calcium imaging of C. elegans swimming in M9 with 20% dextran

description: This is a representative data file of calcium imaging of a worm swimming in M9 + 20% dextran. The .mat files require the .m files in image-processing-code.zip to be opened.
DOI: 10.6084/m9.figshare.16663627.v4
title: Routable_rivers_International_Amazon_region

description: Dataset containing the routable version of the rivers of the International Amazon
DOI: 10.6084/m9.figshare.19221852.v8
title: 3D City Index

description: We included how the framework is implemented and the results of data analysis in our paper.
DOI: 10.6084/m9.figshare.21909822.v1
title: Data and codes for exploring global centers of neo- and paleoendemism in seed <em>plants </em>

description: Data and codes from Cai et al., 2023, PNAS.
DOI: 10.6084/m9.figshare.29105252.v2
title: Supplemetnal table S3: Descriptive statistics for discrete variables related to colostrum management and calf feeding practices, analyzed across different dairy production systems (LOW = 12.0 L/cow per day (7.4–14.5); INT = 18.0 L/cow per day (14.6–22.5); and UPP = 26.7 L/cow per day (22.6–32.0).

description: Descriptive statistics for discrete variables related to colostrum management and calf feeding practices.
DOI: 10.6084/m9.figshare.7472036.v1
title: Differentially expressed genes between core and invasion GBM areas : RNAseq

description: DEGs of core and GBM invasive areas<br>
DOI: 10.17632/8ymkfw2tgn
title: Dara for: Functional traits of plant roots and Collembola determine their tri-trophic interactions with soil microbes

description: Traditionally, leaf litter has been recognized as the main driver of the soil food web, but more recently roots have been shown to play an important role in fueling soil organisms. Root functional traits were shown to have direct effects on microbes and Nematoda, but many black boxes remain such as the effects of root traits on Collembola. Here, in a microcosm experiment, we studied the tri-trophic interactions between roots, microbes and Collembola in relation to ten plant species individually. Our results showed that plant species identity can drive variability in Collembola community structure, and this variability is best explained by root traits and microbial communities. Collembola feeding traits based on mandibular morphology were useful to identify top-down control on microbial communities. Our study also suggests that root traits such as fine root length and root diameter modify Collembola-microbe interactions, probably by modifying soil porosity. Overall, we obtained better results by looking at the whole system, rather than looking at bi-trophic interactions. This illustrates the importance of a holistic approach when studying biotic interactions in soil ecosystems.

The data set included:
- Collembola species abundance / microcosms
- PLFA (phospholipid fatty acids) of microbes / microcosms
- Functional traits value of plant roots
- Functional trait value of Collembola
- Soil chemical data
DOI: 10.17632/mv8hndcd95
title: The ECOCAPTURE ethograms: apathy ethogram and disinhibition ethogram

description: This dataset provides two ethograms: the ECOCAPTURE apathy ethogram and the ECOCAPTURE disinhibition ethogram. 

The ECOCAPTURE apathy ethogram includes 13 behaviors and 31 modifiers divided in two behavioral categories: motor patterns, activity states. 
The ECOCAPTURE disinhibition ethogram includes 16 behaviors divided in three disinhibition categories: compulsivity, impulsivity, social disinhibition. 

The ECOCAPTURE protocol [1,2] developed at ICM [3], was designed to assess neuropsychiatric symptoms, such as apathy [4] and disinhibition [5], in natural settings and under a controlled scenario. 
The ECOCAPTURE scenario mimics a naturalistic situation (i.e., waiting comfortably in a waiting room). 
The experiments took place on the ICM’s core facility (PRISME) [6] dedicated to the functional exploration of human behavior.
The PRISME platform was equipped with a six-ceiling camera system (not hidden) covering the entire waiting room. 
During the experiment, individuals’ behavior was video-recorded. The subjects were informed at the time of initial consent that their behavior would be tracked and recorded by video cameras located in the room. 


[1] Institut National de la Santé Et de la Recherche Médicale, France. Quantitative Evaluation of Apathy Close to Real Life Situation by Means of a Multimodal Sensor System Integrated in Healthy Subjects and Patients With Frontotemporal Dementia. Pilot Phase. clinicaltrials.gov; 2017. https://clinicaltrials.gov/ct2/show/NCT02496312 
[2] Institut National de la Santé Et de la Recherche Médicale, France. Assessment of Apathy in a Real-Life Situation, With a Video and Sensors-Based System in Healthy Subject and Patient With Cerebral Disease. clinicaltrials.gov; 2019. https://clinicaltrials.gov/ct2/show/NCT03272230 
[3] Paris Brain Institute (ICM). Institut du Cerveau. https://institutducerveau-icm.org/en/ 
[4] Batrancourt B, Lecouturier K, Ferrand-Verdejo J, et al. Exploration Deficits Under Ecological Conditions as a Marker of Apathy in Frontotemporal Dementia. Front Neurol. 2019;10:941. doi:10.3389/fneur.2019.00941
[5] Godefroy V, Tanguy D, Bouzigues A, et al. Frontotemporal dementia subtypes based on behavioral inhibition deficits. Alzheimers Dement Diagn Assess Dis Monit. 2021;13(1):e12178. doi:10.1002/dad2.12178
[6] PRISME : human behavior exploration core facility. Institut du Cerveau. https://institutducerveau-icm.org/fr/prisme-human-behavior-exploration-core-facility/
DOI: 10.17632/r7x7mw936k
title: HCTZ and skin cancer supplementary material

description: Supplementary material - Hydrochlorothiazide use and risk of keratinocyte carcinoma and melanoma: A multi-site population-based cohort study
DOI: 10.17632/t8wxwzkx3h
title: Zakat Trust

description: Islam as a religion prescribes the worship of zakat as a demand that not only serves to purify and enrich the wealth of the muzakki but also as a powerful mechanism to develop the socio-economics of the community. The issue of trust in zakat institutions among zakat payers continues to be debated. The trust of zakat payers towards zakat institutions is at a less than satisfactory level even though zakat collection increases every year. This trust issue is caused by several factors related to zakat management. The main objective of this study is to determine the elements that influence zakat payers' trust in zakat management in the state of Perlis. In this study, the factors that influence the trust of zakat payers are discussed based on the perspective of stakeholder theory, trust theory and SERVQUAL model. Based on the literature review, there are five dimensions of service quality, namely the dimensions of reliability, responsiveness, assurance, empathy and tangibles. While the variables of customer satisfaction, religiosity, reputation and transparency are selected unidimensionally. This study also examines the effect of customer satisfaction as a mediator in the relationship between service quality and zakat payer trust. A total of 10 direct and indirect hypotheses have been developed. The respondents consisted of 323 zakat payers in Perlis. A convenience sampling technique was used. Descriptive and inferential statistical analysis was conducted through the Statistical Package for Social Science (SPSS) program version 27. The research hypothesis was tested through Pearson correlation analysis and multiple regression analysis. Overall, the results of the study found that respondents trust zakat institutions in Perlis. The results of the Pearson correlation test show that all the study variables have a significant positive relationship with trust. The findings of multiple regression analysis found that reliability and responsiveness are significant dimensions in influencing the trust of zakat payers. Next, this study also found that the mediator variable that is customer satisfaction plays a role as a partial mediator in the relationship between service quality and trust. In conclusion, service quality, customer satisfaction, religiosity, reputation and transparency can influence the trust of zakat payers in the state of Perlis.
DOI: 10.6084/m9.figshare.19723258.v2
title: GSE118056

description: 2 human primary merkel cell carcinoma tumors and 2 paired normal samples.
DOI: 10.6084/m9.figshare.26798923.v1
title: Data frugality

description: Frugality, often seen as a virtue in managing personal resources, has gained recognition as a potential solution to societal issues such as excessive consumption and environmental degradation. This study investigates how frugality influences donation intent, revealing that individuals with both high and low levels of frugality exhibit increased willingness to donate. Interestingly, this effect is most pronounced in charity campaigns featuring multiple children, rather than just one. The perceived impact of donations serves as a crucial intermediary factor, further enhancing donation intent among frugal individuals. These findings provide valuable insights into the relationship between frugality and prosocial behavior, highlighting the importance of considering individual traits in charitable giving. By understanding the nuances of frugal behavior, charities can tailor their fundraising strategies to effectively engage potential donors and secure financial support. Ultimately, this research contributes to a deeper understanding of the psychological mechanisms driving philanthropic decisions, offering practical implications for charitable organizations seeking to maximize their impact.
DOI: 10.6084/m9.figshare.28288274.v1
title: Data set for Pain Education study

description: This study evaluates the effectiveness of pain education (PE) in improving pain intensity, neck disability, and quality of life among patients with chronic non-specific neck pain (CNSNP). The dataset includes pre- and post-intervention measures such as Numeric Pain Rating Scale (NPRS), Neck Disability Index (NDI), and WHO-5 Wellbeing Index. Participants were randomized into PE and control groups, with data collected at baseline, 6 weeks, and follow-up. Demographic and educational background data were also recorded to assess the influence of literacy levels on PE outcomes. The dataset supports the investigation of PE's biopsychosocial impact on chronic pain management.
DOI: 10.6084/m9.figshare.28643390.v1
title: Viral NCBI Bowtie2 Index for Metagenomics NGS based Analysis

description: This is NCBI curated Viral Species Bowtie2 index along with combined FASTA file. We hope it will be useful to researchers across globe for Metagenomics analysis. <br><br>
DOI: 10.6084/m9.figshare.5417548.v1
title: Gridded Yield Changes 1-3 Degrees Global Warming with Uncertainty

description: These are gridded yield shocks based on the meta-analysis described in Moore et al (in press) derived from a re-analysis of the database of yield studies reported in Challinor et al (2015).<br>Files are provided for maize, rice, soy and wheat. Grids are R rasters (requires the installation of the raster library in R) compiled into a list and are provided for the main effect, and upper and lower bounds of the 95% confidence intervals.<br>Each file contains a list of length 3 named "yieldchange_errorbars" where each element of the list is also a list of length 3. Data are organized first by quantile and then by temperature change. For example yieldchange_errorbars[[1]][[3]] would be the lower bound (2.5th quantile) of the yield changes as three degrees of warming. yieldchange_errorbars[[2]][[1]] would be the central estimate (50th quantile) of yield changes at one degree of warming.
DOI: 10.17632/795gmyst22
title: Eye movements dataset for objective-based assessment of object-oriented programming knowledge

description: An Eye Movements dataset for Objective Assessment (EMOA) to observe the learners program-solving skills in a objective  assessment for object oriented programming knowledge. The dataset consists of fixation, saccade and blink details of the learners while they were participating in an assessment. The dataset can be used to provide insights into what factors influenced the learner performance and also evaluate their performance. The learners were assessed for their understanding of basic programming concepts in Java Programming. Five Multiple Choice Questions(MCQ) were given and the students Think Aloud the right answer. The response were recorded manually by the experimenter.  The eye gaze data was collected using SMI Redn Professional 60HZ eye tracker. The experiment was setup using the SMI  Experimental suite 360 and analyzed using BeGaze software. The dataset consists of three files- EMOADemographics.csv,EMOAEventData.csv and EMOASemanticData.csv. EMOAEventData consists of event data like total fixation, saccades and blink details. EMOASemanticData consists of semantic information derived from  various Area of Interest in an MCQ like Question, OptionA, OptionB, OptionC, OptionD and the Keyword. EMOADemographics consists of demographic information of the learners.
DOI: 10.17632/79f8cf6jw9
title: Data for: On Eddies and Currents in the Bay of Bengal during Summer Monsoons

description: Sea Surface Height Animation for 2015
DOI: 10.17632/j8hvpnstyk
title: Export diversification and economic growth

description: The dataset was utilised to examine the impact of export diversification on economic growth in Sub-Saharan Africa. A total of 43 countries over a period of 19 years were taken into account.
The research hypothesis for this study is: Export concentration constrains economic growth in Sub-Saharan Africa. 
The data for macroeconomic variables considered in the study were drawn from the World Development Indicators' database. Then data for measuring the extent of export diversification were drawn from the International Monetary Funds' Herfindahl-Hirschman Index database. Lastly, data to measure the quality of governance were drawn from the Worldwide Governance Indicators' database. 
The study measured the log of GDP per capita growth as the dependent variable- and export diversification and,
 governance index (index of the six components of governance), foreign direct investment, domestic investment as the main explanatory variables - whereas trade policy, trade openness were included as control variables. Furthermore, the study tested for  a u-shaped pattern  between export diversification and economic growth in the region and thus an additional variable was included InExDsq to achieve this objective.
The results suggest that export diversification is  still low in Sub-Saharan Africa and consequently impact negatively on economic growth in the region. This is evidenced by the negative coefficient of export diversification.
DOI: 10.6084/m9.figshare.21311259.v1
title: Philippine Eagle Species Distribution Models

description: Raster and shapefile data to support findings from SDMs for the Philippine Eagle. <br> R code using simulated occurrences https://github.com/lsutton74/PHEA-SDM
DOI: 10.6084/m9.figshare.21981425.v1
title: Supplementary Material for: Clinical outcome and treatment sequences of patients with advanced pancreatic cancer treated with contemporary chemotherapy protocols

description: Introduction Systemic therapy is firmly established in patients with advanced or metastatic pancreatic ductal adenocarcinoma (PDAC). Clinical efficacy is still modest and options are limited. Combination therapy protocols such as FOLFIRINOX and gemcitabine/nab-paclitaxel (Gem/NP) define standard-of-care. Patients may receive a sequence of both regimens as first- and second-line palliative treatment. However, there is no guidance regarding a preferred order. Methods Retrospective analysis of clinical characteristics, treatment trajectories and outcomes of patients with advanced PDAC treated at the West German Cancer Center Essen from 2014 to 2020 to inform treatment decisions with respect to predictive factors, impact of chemotherapy regimen sequence and maintenance treatment. Results We identified 170 patients with available follow-up. Of those, 160 (94.1%) pts received palliative CTX for primary metastatic, locally advanced or recurrent PDAC. Median PFS upon first palliative chemotherapy was 4.1 (3.1 – 5.9) months. First-line FOLFIRINOX associated with superior PFS (median 6.3 months) and OS (9.7 months, HR 0.7, p=0.03) as compared to gemcitabine/nab-paclitaxel or other regimens (PFS 3.0, OS 6.9 months). However, OS benefit of first-line FOLFIRINOX was lost in patients who received at least two treatment lines (median OS 12.1 vs. 13.1 months, p=0.43). A landmark analysis of patients with clinical benefit (defined at CR/PR/SD for at least 20 weeks) upon first-line therapy revealed improved OS (HR 0.53, p=0.02) for patients receiving continued deescalated maintenance therapy. Second-line regimens resulted in similar PFS (overall log-rank p=0.92, median PFS2 2.3 (1.8-2.9), per-regimen median between 1.8 and 3.9 months). A previously established systemic inflammation score proved to be strongly prognostic and allowed identification of a patient subgroup with dismal prognosis (OS 2.9 vs. 11.4 months, HR 5.23, p&lt;0.001), independent of other prognostic factors and with no relevant interaction with the choice of first-line regimen. Conclusion In this real world population of PDAC patients treated with contemporary combination chemotherapies, a positive impact of first line FOLFIRINOX was only observed when no second or further line treatment was administered. Intensity-reduced maintenance therapy may lead to superior survival.