cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h2c7py8t9x
title: A 96-week real-world outcome of upadacitinib treatment for atopic dermatitis: systemic therapy-naive versus -experienced patients

description: Supplementary Figure 1. The transition of eczema area and severity index (EASI) at four anatomical sites in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. EASI scores on head and neck, trunk, upper limbs, or lower limbs are shown. Data are mean ± standard deviation for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment. **p &lt; 0.01 versus week 0 in systemic therapy-naive patients; †p &lt; 0.05, ††p &lt; 0.01 versus week 0 in systemic therapy-experienced patients, by repeated measures analysis of variance with Bonferroni’ s post hoc test.

Supplementary Figure 2. The transition of atopic dermatitis control tool (ADCT) in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Data are mean ± standard deviation for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatmen. **p &lt; 0.01 versus week 0 in systemic therapy-naive patients; †p &lt; 0.05, ††p &lt; 0.01 versus week 0 in systemic therapy-experienced patients, by repeated measures analysis of variance with Bonferroni’ s post hoc test.

Supplementary Figure 3. Achievement rates of eczema area and severity index (EASI) 75, EASI 90, and EASI 100 in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Achievement rates of EASI 75, EASI 90, or EASI 100 are shown for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.

Supplementary Figure 4. Achievement rates of peak pruritus-numerical rating scale (PP-NRS) 4, and atopic dermatitis control tool (ADCT) 7 in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Achievement rates of PP-NRS 4 and ADCT 7 are shown for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.

Supplementary Figure 5. The transition of laboratory indexes in patients with atopic dermatitis treated with upadacitinib 15 mg or 30 mg. Values of immunoglobulin E (IgE), thymus and activation-regulated chemokine (TARC), lactate dehydrogenase (LDH), or total eosinophil count (TEC) are shown as medians for systemic therapy-naive patients (blue) and systemic therapy-experienced patients (orange) during the 96-week treatment.
DOI: 10.17632/36btp3wcb6
title: Multi-marathon Depression and Anxiety Survey results

description: This excel Spreadsheet is the source data from a Global Survey of Multi-marathoners investigating Depression and Anxiety in the Cohort.
DOI: 10.6084/m9.figshare.24471661.v1
title: Case Write-ups survey responses

description: This is the qualitative research done to establish faculty's perception about utility of case write-ups and reflective journals in training of undergraduate medical students. This research also aimed to seek feedback about improvement in current process of using these as medical education assessments.
DOI: 10.6084/m9.figshare.27134031.v1
title: Non-disclosure of HIV Diminishes Moral Acceptability and Leads to Demeaning: Minimizing Psychological Needs but Not Physical Needs

description: In the current study, we used vignettes featuring a suspected HIV-positive target with a history of addiction and a sexual partner. The vignettes varied by deed (truth-telling, D+ or lying, D-) and consequence (partner either healthy, C+ or sick, C-), to assess their impact on moral judgments and perceived needs of the target. Our aim was to explore how these dimensions affect moral evaluations and their differential effects on psychological versus physiological needs. Additionally, we examined whether moral judgments mediate the relationship between these dimensions and the perceived importance of needs.
DOI: 10.6084/m9.figshare.28139810.v1
title: Supplementary Material for: Rarity of congenital adrenal hyperplasia in children born very preterm:Possible mechanism and implication for newborn screening

description: Introduction:Screening for congenital adrenal hyperplasia through the measurement of 17-hydroxyprogesterone on the neonatal blood spot aims to: a) prevent neonatal deaths; b) allow earlier identification and thereby decrease the severity of the initial salt-wasting episode; and c) shorten the time during which a severely virilized genetic female newborn may be assigned the male sex. It is now practiced in the majority of high-income countries, although the positive predictive value of the test is very low in infants born preterm, who seem to be infrequently affected. In almost all low- and middle-income countries, it has not yet been implemented. 
Methods:To determine if it is justified in such a country, we evaluated the prevalence of premature birth and the sex ratio in a cohort of 299 singleton Algerian infants diagnosed with congenital adrenal hyperplasia. 
Results: Only 4% were born before 37 weeks of gestational age, less than the 14.3% observed in the general Algerian population. None was born before 34 weeks of gestation. The salt-wasting form of the disease was confirmed in 93 boys and 139 girls. 
Conclusion: We speculate that the combination of a high production of 17-hydroxyprogesterone with a low production of cortisol by the fetus with congenital adrenal hyperplasia accounts for the rarity of very preterm birth in this population. We suggest that newborn screening for congenital adrenal hyperplasia is necessary in Algeria to equalize the sex ratio but that it could be restricted to neonates born after 32 weeks of gestation, thereby possibly improving the cost-effectiveness ratio of this intervention.
DOI: 10.17632/4p97y762yd
title: Bayesian network analysis reveals the assembly drivers and emergent stability of Pleistocene large mammal communities

description: Source files can be provided upon request at this point. 
NOW database used in this work was published by the NOW Community, 2022. New and Old Worlds Database of Fossil Mammals (NOW). Licensed under CC BY 4.0. Retrieved 2022-09-19 from https://nowdatabase.org/now/database/.
CENOGRID climate time series used in this work were published in Westerhold et al., 2022, https://doi.org/10.1126/science.aba6853.
DOI: 10.6084/m9.figshare.11390712.v1
title: Preconception health behaviors among women with planned pregnancies

description: ABSTRACT Objective: To identify determinants of preconception preparation among women with planned pregnancies. Method: A cross-sectional study with a probabilistic sample of 264 women between 18 and 49 years of age who had or were undergoing planned pregnancies, and were users of two School Health Centers in the city of São Paulo. Analysis was conducted through univariate and multiple logistic regression of three variable blocks: 1) social and demographic characteristics; 2) sexual and reproductive characteristics; 3) preexisting health conditions. Results: Women with higher education, belonging to economic groups A and B, and older women with infertility were more likely to perform preconception training. Conclusion: Preconception care has a strong social determination, as women with more favorable social profiles are more likely to perform it. Experience with infertility is also instrumental in the likelihood of preconception care.
DOI: 10.6084/m9.figshare.19440986.v1
title: Excel State Example.zip

description: Excel spreadsheet that lists the USGS monitoring wells and corresponding data for the state of Arizona.<br>
DOI: 10.6084/m9.figshare.23503830.v1
title: HMAP Dataset 04: World Whaling

description: With regard to the HMAP Data Pages, the World Whaling searchable facility comprises individual whale data. This database was created from datafiles created by the International Whaling Commission, in Cambridge England, based on original coding by the Bureau of International Whaling Statistics, now defunct, but previously located in the KommandÉr Chr. Christensens Hvalfangstmuseum in Sandefjord, Norway, which holds the data from the BIWS. Another major source of data for the period 1913-1950 is S.F.Harmer's records held at the Natural History Museum in London.
DOI: 10.6084/m9.figshare.4797961.v1
title: VEnron1.1

description: VEnron1.1 is an industrial-scale and public spreadsheet corpus with version information, including 322 evolution groups and 7,171 spreadsheets. (Multiple versions originated from the same spreadsheet are considered as an evolution group.)VEnron1.1 is an improvement to VEnron1.0. We fix some errors in VEnron1.0, and also design a simply layout structure to store versioned spreadsheets.VErnon1.1 is published associated with our MSR 2017 paper in May 2017.<br>Liang Xu, Wensheng Dou, Chushu Gao, Jie Wang, Jun Wei, Hua Zhong, Tao Huang. SpreadCluster: Recovering Versioned Spreadsheets through Similarity-Based Clustering. In <i>Proceedings of the 14th International Conference on Mining Software Repositories</i> (<b><i>MSR 2017</i></b>), May 2017.<br>
DOI: 10.17632/4dw4kn97fz
title: Data and code for: A tutorial on individual participant data meta-analysis using Bayesian multilevel modeling to estimate alcohol intervention effects across heterogeneous studies (2019)

description: This repository contains the companion data and R code for Huh, Mun, Walters, Zhou, and Atkins (2019).
DOI: 10.17632/53v48799v7
title: Data_paperMSTandMF

description: Dataset related to experimental study of motivational self-talk and mental fatigue during endurance exercise.
DOI: 10.6084/m9.figshare.12293345.v4
title: Late Quaternary climate, bioclimate and vegetation

description: Global terrestrial monthly temperature, precipitation, cloudiness, wind speed and relative humidity, 17 bioclimatic variables, net primary production, leaf area index and biomes for the last 120,000 years.<br>- Spatial resolution: 0.5°- Temporal resolution: 1,000 – 2,000 years<br>Includes R, Python and Matlab example scripts for plotting and analysing the dataset<br>===== Updates =====<br>v4: In addition to annual net primary production (NPP), provided in the previous versions of the dataset, this version additionally includes global monthly NPP, at the same temporal and spatial resolution as the original data.<br>
DOI: 10.6084/m9.figshare.27859794.v2
title: Raw Underlying Data 1.xlsx

description: Antioxidant and Hepatoprotective Effects of <i>Moringa oleifera</i>-mediated Selenium Nanoparticles in Diabetic Rats
DOI: 10.6084/m9.figshare.8114285.v1
title: GALS_Repository.xlsx

description: This dataset is a repository available to replicate other studies
DOI: 10.15468/dl.fhke8m
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kyllinga polyphylla Willd. ex Kunth"
 ]
}

 The dataset includes 495 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013112-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rr8b2ghb55
title: Socio-economic Moderators of the Association between Delayed Initiation and Place of Delivery: Insights from a Large Indian Cross-sectional Survey

description: Background- Breastfeeding is a crucial and irreplaceable method of feeding infants. Despite the well-established advantages of early breastfeeding initiation, there are constraints to achieving progress in this area. Over half of the mothers in India delay breastfeeding initiation. Various factors have been pinpointed as influencing the initiation of breastfeeding, with institutional deliveries emerging as a crucial factor among them. 
Objective –To test the hypothesized association between institutional delivery and initiation delays and identify how various socio-economic variables moderate (weaken/strengthen/ reverse) the association between breastfeeding initiation delays and place of delivery. 
Methods- This cross-sectional study analyses data of 1,06,569 breastfeeding mothers drawn from data of NFHS -5 (2019-2021) for analysis. The outcome variable of the study was the timing of breastfeeding initiation for the most recent child, with the choice of delivery location serving as the explanatory variable. Additionally, socio-economic factors such as age, education level, marital status, place of residence, and wealth index were considered moderating variables. Logistic regression-based Moderation analysis explored how these variables moderate the relationship between breastfeeding initiation delays and place of delivery. Statistical analysis was conducted using IBM SPSS Statistics 26.
Results- The highest occurrence of delayed breastfeeding initiation was observed among mothers aged 36 and older (58.3%), lacking formal education (60.9%), belonging to lower wealth groups (58.1%), residing in rural areas (57.4%), and delivering their babies at home (64.1%). Institutional delivery significantly and negatively affects delayed breastfeeding initiation (OR=0.705, P&lt;.001). Age as a moderating variable significantly affects this association. For younger mothers, delivering in institutions appears to have a mitigating effect on delayed initiation (aOR= 0.757, P&lt;.05). Notably, education level (aOR=0.616, P&lt;.01 for no education and aOR=0.510, P&lt;.05 for primary education) and wealth index (aOR=0.672, P&lt;.01) as a moderating factor have significantly strengthened the negative effect of institutional delivery on delayed initiation. 
Conclusion- The study offers valuable insights into the intricate moderating effects of socio-economic variables affecting breastfeeding initiation within institutional childbirth contexts in India. Outreach initiatives aimed at promoting healthcare service utilization during pregnancy and delivery and raising awareness about breastfeeding practices are essential measures to improve the adoption and implementation of early breastfeeding initiation.
DOI: 10.6084/m9.figshare.23609361.v1
title: Metatasks for AutoGluon - ROC AUC and Balanced Accuracy

description: Prediction Data of Base Models from AutoGluon on 71 classification datasets from the AutoML Benchmark for Balanced Accuracy and ROC AUC. <br> The files of this figshare item include data that was collected for the paper: <strong>CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure</strong>, <em>Lennart Purucker, Joeran Beel, Second</em> <em>International Conference on Automated Machine Learning, 2023.</em> <br> The data was stored and used with the <em>assembled </em>framework: https://github.com/ISG-Siegen/assembled. <br> In detail, the data contains the predictions of base models on validation and test as produced by running AutoGluon for 4 hours. Such prediction data is included for each model produced by AutoGluon on each fold of 10-fold cross-validation on the 71 classification datasets from the AutoML Benchmark. The data exists for two metrics (ROC AUC and Balanced Accuracy). More details can be found in the paper. <br> The data was collected by code created for the paper and is available in its <em>reproducibility repository</em>: https://doi.org/10.6084/m9.figshare.23609226. <br> Its usage is intended for but not limited to using <em>assembled </em>to evaluate post hoc ensembling methods for AutoML.<br> Details The link above points to a hosted server that facilitates the download. We opted for a hosted server, as we found no other suitable solution to share these large files (due to file size or storage limits) for a reasonable price. If you want to obtain the data in another way or know of a more suitable alternative, please contact Lennart Purucker. <br> The link resolves to a directory containing the following: example_metatasks: contains an example metatask for test purposes before committing to downloading all files. metatasks_roc_auc.zip: The Metatasks obtained by running AutoGluon for ROC AUC. metatasks_bacc.zip: The Metatasks obtained by running AutoGluon for Balanced Accuracy. <br> The size after unzipping is: metatasks_roc_auc.zip: ~85GB metatasks_bacc.zip: ~100GB <br> The metatask .zip files contain 2 files per metatask. One .json file with metadata information and a .hdf file containing the prediction data. The details on how this should be read and used as a Metatask can be found in the <em>assembled </em>framework and the reproducibility repository. To obtain the data without Metataks, we advise looking at the file content and metadata individually or parsing them by using Metatasks first.
DOI: 10.6084/m9.figshare.6396959.v1
title: Present and future Köppen-Geiger climate classification maps at 1-km resolution

description: We present new global maps of the Köppen-Geiger climate classification at an unprecedented 1-km resolution for the present day (1980–2016) and for projected future conditions (2071–2100) under climate change. The present-day map is derived from an ensemble of four high-resolution, topographically-corrected climatic maps; the future map is derived from an ensemble of 32 climate model projections (scenario RCP8.5), by superimposing the projected climate change anomaly on the baseline high-resolution climatic maps. The corresponding publication is currently in review.<br>
DOI: 10.17632/yykkkz2s2k
title: Scaffolding Visual Analysis in CPAR with Human and AI-Generated Images

description: The rapid proliferation of AI-generated images has raised global concerns over authenticity and artistic authorship, impacting fields from media to education. This underscores the critical need for enhanced visual analysis skills, particularly within the Contemporary Philippine Arts from the Regions (CPAR) curriculum. Despite prior studies on traditional instruction, CPAR lacks structured frameworks to help students differentiate between human-made and AI-generated images, necessitating a systematic approach to develop analytical and creative skills. This study employs a quasi-experimental mixed-method design to examine the impact of a scaffolded Claim-Evidence-Reasoning (CER) framework compared to traditional instruction on students' ability to critically analyze AI-generated and human-created images. Findings indicate that students in the CER framework demonstrated significantly higher post-test improvements in visual analysis across Arts & Design (n=36, d=1.93), HUMSS (n=56, d=1.65), and ABM (n=116, d=0.9). However, variations in post-assessment scores suggest that the framework's effectiveness depends on trackspecific cognitive demands. While students in the experimental group reported that CER's structured approach deepened critical thinking and creative engagement, some encountered challenges in adapting to its rigid structure in disciplines requiring more fluid argumentation. This study confirms that structured scaffolding enhances students' analytical and creative abilities when engaging with contemporary visual culture. It highlights the need for track-specific instructional strategies and teacher training to optimize implementation. Future research should explore adaptive CER models integrating AI-driven assessment tools for personalized feedback, ensuring that scaffolded visual analysis strategies are effectively applied in CPAR and similar curricula.
DOI: 10.6084/m9.figshare.12728444.v1
title: Update: Multiyear in-situ L-band microwave radiometry of land surface processes on the Tibetan Plateau

description: These are updates to: Su, Z. et al. Multiyear in-situ L-band microwave radiometry of land surface processes on the Tibetan Plateau. <i>figshare.</i> https://doi.org/10.6084/m9.figshare.12058038.v1 (2020).
DOI: 10.6084/m9.figshare.15113031.v2
title: Dataset: Heavy metals distribution in some Nigerian leafy vegetables -A mini-review

description: Dataset of the review article titled: Heavy metals distribution in some Nigerian leafy vegetables -A mini-review<br>
DOI: 10.6084/m9.figshare.25540396.v1
title: Supplementary Material for: Deep Brain Stimulation of the Globus Pallidus Internus In a Child With Refractory Dystonia Due To L2-Hydroxyglutaric Aciduria

description: Introduction
L-2-Hydroxyglutaric aciduria (L2HGA) is a rare neurometabolic disorder marked by progressive and debilitating psychomotor deficits. Here, we report the first patient with L2HGA-related refractory dystonia that was managed with deep brain stimulation to the bilateral globus pallidus internus (GPi-DBS). 

Case Presentation
We present a 17-year-old female with progressive decline in cognitive function, motor skills, and language ability which significantly impaired activities of daily living. Neurological exam revealed generalized dystonia, significant choreic movements in the upper extremities, slurred speech, bilateral dysmetria, and a wide-based gait. Brisk deep tendon reflexes, clonus, and bilateral Babinski signs were present. Urine 2-OH-glutaric acid level was significantly elevated. Brain MRI showed extensive supratentorial subcortical white matter signal abnormalities predominantly involving the U fibers and bilateral basal ganglia. Genetic testing identified a homozygous pathogenic mutation in the L-2-hydroxyglutarate dehydrogenase gene c. 164G&gt;A (p. Gly55Asp). Following minimal response to pharmacotherapy, GPi-DBS was performed. Significant increases in mobility and decrease in dystonia were observed at 3 weeks, 6 months, and 12 months postoperatively. 

Conclusion
This is the first utilization of DBS as treatment for L2HGA-related dystonia. The significant improvement seen indicates that pallidal neuromodulation may be a viable option for pharmaco-resistant cases, and possibly in other secondary metabolic dystonias.
DOI: 10.6084/m9.figshare.7808012.v2
title: Additional file 2.ab1

description: Sanger sequencing trace with indel
DOI: 10.17632/7yx7g8s43b
title: Programs for generating Clebsch–Gordan coefficients of SU(3) in SU(2) and SO(3) bases

description: Abstract Computer codes are developed to calculate Clebsch–Gordan coefficients of SU(3) in both SU(2)- and SO(3)-coupled bases. The efficiency of this code derives from the use of vector coherent state theory to evaluate the required coefficients directly without recursion relations. The approach extends to other compact semi-simple Lie groups. The codes are given in subroutine form so that users can incorporate the codes into other programs. Title of program: SU3CGVCS Catalogue Id: ADTN_v1_0 Nature of problem The group SU(3) and its Lie algebra su(3) have important applications, for example, in elementary particle physics , nuclear physics, and quantum optics. The code presented is particularly relevant for the last two fields. Clebsch-Gordan (CG) coefficients are required whenever the symmetries of many-body systems are used for the evaluation of matrix elements of tensor operators. Moreover, the construction of CG coefficients for SU(3) serves as a nontrivial prototype for larger compact semi-simpl ... Versions of this program held in the CPC repository in Mendeley Data ADTN_v1_0; SU3CGVCS; 10.1016/j.cpc.2004.01.005 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)