cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12780872.v2
title: Determinants of COVID-19 mortality in the United States dataset(BrainX)

description: With the current COVID-19 pandemic, there have been various principal questions left unanswered. In response to these vital questions, multiple leading health professionals and researchers have brought forward a new data set. <br>This data set uses several trusted sources to provide reliable information relating to the socioeconomic, racial, weather, healthcare resource utilization and travel data from all the 50 states of the United States of America including District of Columbia in one dataset. The dataset includes numerous possible determinants of COVID-19 spread and mortality, all organized in a simple spreadsheet. With data from all fifty states covering over four general categories and twenty-two specific contributing factors, everything is available in one place. COVID-19 positive rates and mortality in the dataset were obtained from https://covidtracking.com/data. All the data is accurate as of April 30,2020 as reported through the sources.<br>Two researchers collected data from available resources from the reliable governmental and non-governmental sources.(See article and source table references below).<br>With this dataset, explainable machine learning models showing relationship of these determinants with COVID-19 mortality in the United States cases were created. Ref: Mathur P, Sethi T, Mathur A, et al. Explainable machine learning models to understand determinants of COVID-19 mortality in the United States. <i>medRxiv. </i>2020:2020.2005.2023.20110189. Source table for the dataset is available as supplemental to this article.<br>This particular dataset was created for the purpose of continuing research into COVID-19. However, there are many other uses for this large dataset. With information from all 50 states and the District of Columbia, many US statistics can be compared to other statistics or countries. The data from this dataset can also be used to make new datasets with different purposes. <br>
DOI: 10.6084/m9.figshare.12780815
title: data set.pdfAntiproliferative effects of hirsutenone on thyroid cancer cells

description: data on cell proliferation, apoptosis,
DOI: 10.6084/m9.figshare.12780818
title: Antiproliferative effects of Hirsutenone in thyroid cancer cells

description: Antiproliferative effects of hirsutenone
DOI: 10.6084/m9.figshare.12780827.v1
title: CollegeMsg - Training and test sets

description: Training and test sets extracted from CollegeMsg dataset (https://snap.stanford.edu/data/CollegeMsg.html)
DOI: 10.15131/shef.data.12780812
title: Measurement of ductions and fields of Binocular Single Vision (BSV): Orthoptic practice in the UK and Ireland. Questionnaire data- raw and following consistency assessment.

description: The purpose of this questionnaire was to investigate current clinical practice measuring ductions and fields of BSV in the UK and Ireland.<br><br>An online questionnaire was distributed to 1290 Orthoptists in the UK and Ireland in February 2019 via the British and Irish Orthoptic Society (BIOS) members’ email distribution list and subsequently in the BIOS e-newsletter (Parallel Vision). The questionnaire comprised of 21 questions (10 mandatory), regarding the: measurement methods used, frequency of assessment, factors limiting measurement, and orthoptists’ views of the importance of quantitively measuring ductions and fields of BSV. <br>The research was approved by the University of Sheffield, Faculty of Medicine, Dentistry and Health Ethics Committee. An introductory paragraph explained that by completing the questionnaire participants consented to their data being used anonymously and for the purpose of research. This research adhered to the declaration of Helsinki.<br>The 105 responses in their raw form are shown in 'original raw data Questionnaire'. A second file ('questionnaire data following consistency assessment') shows the responses after consistency checks. The altered entries and reasons for changes are shown at the bottom of the datasheet. <br>Ethical approval University of Sheffield approved 12.12.18 - PROJECT TITLE: Questionnaire investigating the methods and frequency of measuring eye movement limitations and fields of BSV in the UK. APPLICATION: Reference Number 023757 <br>
DOI: 10.6084/m9.figshare.12780818.v1
title: Antiproliferative effects of Hirsutenone in thyroid cancer cells

description: Antiproliferative effects of hirsutenone
DOI: 10.6084/m9.figshare.12780776
title: BitcoinOTC - Training and test sets

description: Training and test sets extracted from BitcoinOTC dataset (https://snap.stanford.edu/data/soc-sign-bitcoin-otc.html)<br><br>We considered only links associated with atrust value greater than 0.
DOI: 10.6084/m9.figshare.12780800
title: Bathymetry and Station List for Tsunamis in EMB

description: Bathymetry Files:bathy.6arcsec.grd Finer grid for computing landslide tsunamisbathy.30arcsec Normal grid for computing tsunamis<br>Landslide Tsunami Initial Conditions (after the generation phase):initl_LS_h.grd Initial tsunami heightinitl_LS_vx.grd Initial velocity in x-directioninitl_LS_vy.grd initial velocity in y-direction<br>Station List (tide gauges and OBPGs):test_tgs.txt<br>Real Tsunami Obervation of the May 2020 event at NOA-04:GMT-TidalFit-Ierapetra-new-3.txt<br>The raw data was obtained from IOC: http://www.ioc-sealevelmonitoring.org/station.php?code=iera<br><br>
DOI: 10.6084/m9.figshare.12780872.v3
title: Determinants of COVID-19 mortality in the United States dataset(BrainX)

description: With the current COVID-19 pandemic, there have been various principal questions left unanswered. In response to these vital questions, multiple leading health professionals and researchers have brought forward a new data set. <br>This data set uses several trusted sources to provide reliable information relating to the socioeconomic, racial, weather, healthcare resource utilization and travel data from all the 50 states of the United States of America including District of Columbia in one dataset. The dataset includes numerous possible determinants of COVID-19 spread and mortality, all organized in a simple spreadsheet. With data from all fifty states covering over four general categories and twenty-two specific contributing factors, everything is available in one place. COVID-19 positive rates and mortality in the dataset were obtained from https://covidtracking.com/data. All the data is accurate as of April 30,2020 as reported through the sources.<br>Two researchers collected data from available resources from the reliable governmental and non-governmental sources.(See article and source table references below).<br>With this dataset, explainable machine learning models showing relationship of these determinants with COVID-19 mortality in the United States cases were created. Ref: Mathur P, Sethi T, Mathur A, et al. Explainable machine learning models to understand determinants of COVID-19 mortality in the United States. <i>medRxiv. </i>2020:2020.2005.2023.20110189. Source table for the dataset is available as supplemental to this article.<br>This particular dataset was created for the purpose of continuing research into COVID-19. However, there are many other uses for this large dataset. With information from all 50 states and the District of Columbia, many US statistics can be compared to other statistics or countries. The data from this dataset can also be used to make new datasets with different purposes. <br>
DOI: 10.6084/m9.figshare.12780800.v1
title: Bathymetry and Station List for Tsunamis in EMB

description: Bathymetry Files:bathy.6arcsec.grd Finer grid for computing landslide tsunamisbathy.30arcsec Normal grid for computing tsunamis<br>Landslide Tsunami Initial Conditions (after the generation phase):initl_LS_h.grd Initial tsunami heightinitl_LS_vx.grd Initial velocity in x-directioninitl_LS_vy.grd initial velocity in y-direction<br>Station List (tide gauges and OBPGs):test_tgs.txt<br>Real Tsunami Obervation of the May 2020 event at NOA-04:GMT-TidalFit-Ierapetra-new-3.txt<br>The raw data was obtained from IOC: http://www.ioc-sealevelmonitoring.org/station.php?code=iera<br><br>
DOI: 10.6084/m9.figshare.12780737
title: Hydroxychloroquine on cardiac conduction.xlsx

description: Demographic and clinical characteristics of all patients with or without HCQ, and the ECG parameters in patients with or without HCQ.
DOI: 10.6084/m9.figshare.12780731
title: Jellyfish genomes reveal distinct homeobox gene clusters and conservation of small RNA processing

description: The phylum Cnidaria represents a close outgroup to Bilateria and includes familiar animals including sea anemones, corals, hydroids, and jellyfish. Here we report genome sequencing and assembly for true jellyfish <i>Sanderia malayensis</i> and <i>Rhopilema esculentum</i>. The homeobox gene clusters are characterised by interdigitation of Hox, NK, and Hox-like genes revealing an alternate pathway of ANTP class gene dispersal and an intact three gene ParaHox cluster. The mitochondrial genomes are linear but, unlike in <i>Hydra</i>, we do not detect nuclear copies, suggesting that linear plastid genomes are not necessarily prone to integration. Genes for sesquiterpenoid hormone production, typical for arthropods, are also now found in cnidarians. Somatic and germline cells both express piwi-interacting RNAs in jellyfish revealing a conserved cnidarian feature, and evidence for tissue-specific microRNA arm switching as found in Bilateria is detected. Jellyfish genomes reveal a mosaic of conserved and divergent genomic characters evolved from a shared ancestral genetic architecture.
DOI: 10.6084/m9.figshare.12780737.v1
title: Hydroxychloroquine on cardiac conduction.xlsx

description: Demographic and clinical characteristics of all patients with or without HCQ, and the ECG parameters in patients with or without HCQ.
DOI: 10.6084/m9.figshare.12780731.v1
title: Jellyfish genomes reveal distinct homeobox gene clusters and conservation of small RNA processing

description: The phylum Cnidaria represents a close outgroup to Bilateria and includes familiar animals including sea anemones, corals, hydroids, and jellyfish. Here we report genome sequencing and assembly for true jellyfish <i>Sanderia malayensis</i> and <i>Rhopilema esculentum</i>. The homeobox gene clusters are characterised by interdigitation of Hox, NK, and Hox-like genes revealing an alternate pathway of ANTP class gene dispersal and an intact three gene ParaHox cluster. The mitochondrial genomes are linear but, unlike in <i>Hydra</i>, we do not detect nuclear copies, suggesting that linear plastid genomes are not necessarily prone to integration. Genes for sesquiterpenoid hormone production, typical for arthropods, are also now found in cnidarians. Somatic and germline cells both express piwi-interacting RNAs in jellyfish revealing a conserved cnidarian feature, and evidence for tissue-specific microRNA arm switching as found in Bilateria is detected. Jellyfish genomes reveal a mosaic of conserved and divergent genomic characters evolved from a shared ancestral genetic architecture.
DOI: 10.6084/m9.figshare.12780620
title: Additional file 4 of Transcriptional variation of sensory-related genes in natural populations of Aedes albopictus

description: Additional file 4: Table S3. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Athens. Table S4. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Trento. Table S5. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Arco. Table S6. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Athens compared to Trento. Table S7. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Athens compared to Arco. Table S8. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Arco compared to Trento.
DOI: 10.6084/m9.figshare.12780620.v1
title: Additional file 4 of Transcriptional variation of sensory-related genes in natural populations of Aedes albopictus

description: Additional file 4: Table S3. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Athens. Table S4. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Trento. Table S5. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Ban Rai compared to Arco. Table S6. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Athens compared to Trento. Table S7. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Athens compared to Arco. Table S8. Significantly over- and under-represented gene ontology categories among transcripts that showed changes in abundance in Arco compared to Trento.
DOI: 10.6084/m9.figshare.12780543
title: Additional file 1 of What are the needs of people with dementia in acute hospital settings, and what interventions are made to meet these needs? A systematic integrative review of the literature

description: Additional file 1.
DOI: 10.6084/m9.figshare.12780543.v1
title: Additional file 1 of What are the needs of people with dementia in acute hospital settings, and what interventions are made to meet these needs? A systematic integrative review of the literature

description: Additional file 1.
DOI: 10.6084/m9.figshare.12780503
title: A novel multi-stage ensemble model with voting-based outlier adaptation and balanced sampling for credit scoring

description: Three datasets from the UC Irvine (UCI) machine learning repository, that is, the Australian, German, and Japanese datasets, were adopted for the current study. The Australian credit dataset contains 690 samples, of which 307 are positive and 383 are negative. The dimensions of its input features are 15. The German credit dataset contains 1000 samples, 700 of which are positive and 300 are negative. The dimensions of its input features are 21. The Japanese credit dataset contains 690 samples, of which 383 are positive and 307 are negative. The dimensions of its input features are 16.
DOI: 10.6084/m9.figshare.12780479
title: How does Arbidol Inhibit the Novel Coronavirus SARS-CoV-2?

description: Supplementary Material
DOI: 10.6084/m9.figshare.12780515
title: Transcriptome data of different Spatholobus suberectus tissues-1

description: clean RNA-Seq datasets of different Spatholobus suberectus tissues
DOI: 10.6084/m9.figshare.12780455
title: Data from: Density-dependent indirect effects: apparent mutualism and apparent competition coexist in a two-prey system

description: A predator consuming multiple prey species usually causes indirect effects. Apparent mutualism results when multiple prey species reduce predation risk for each other by altering a predator’s functional response. Short-term apparent competition occurs when multiple prey species increase predation risks for each other through the numerical response, i.e. increasing the predator’s birth rate, or aggregative response, i.e. attracting a higher density of predators. Our objectives in this study were to determine the aggregative response and 2-prey functional response of a predator and to examine indirect effects over a range of prey densities. We used the clam Macoma balthica and juvenile blue crabs Callinectes sapidus as prey for adult blue crabs. In laboratory experiments, we determined the single-prey functional responses of the crabs to each prey species and the 2-prey functional response. We combined the 2-prey functional response with the known blue crab aggregative response to clams to estimate field predation rates. Our model predicts that at low prey densities, clams and juvenile blue crabs exhibit apparent mutual- ism, whereas at high clam densities, this relation switches to short-term apparent competition. These unexpected results highlight the need to incorporate multiple aspects of predation at multiple scales when considering indirect effects.
DOI: 10.6084/m9.figshare.12780479.v1
title: How does Arbidol Inhibit the Novel Coronavirus SARS-CoV-2?

description: Supplementary Material
DOI: 10.6084/m9.figshare.12780437
title: PONE-D-20-00075-DELPHI-ROUND-III.xlsm

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>
DOI: 10.6084/m9.figshare.12780440
title: Data from Long et al. 2012 JEMBE: Cannibalism in red king crab, Paralithodes camtschaticus (Tilesius, 1815): Effects of habitat type and predator density on predator functional response

description: Red king crab, Paralithodes camtschaticus, an important fishery species in Alaska, exhibits cannibalism both within and among age classes. Cannibalism in crab species can be an important determinant of recruitment success, and this might be especially important in king crab because year-0 and year-1 crab occupy the same habitat types in the wild. In this study we used laboratory experiments to determine the predator functional response, or the effect of prey density on predation rates of year-1 crab preying on year-0 crab in three different habitat types: Sand, which was unstructured soft sediment, Whole Shell, which was whole clam valves, and Shell Hash, which was smaller pieces of crushed shell. We also examined how predator density (one or two predators) affects the functional response. The data was fit to Type I, or density independent, Type II, or inversely density dependent, and Type III, or density dependent, functional response models and the best fit model was chosen using Akaike's information criterion. The functional response was a Type II in all habitat types; however, the predation rate was lower at all prey densities in the Whole Shell habitat than in Shell Hash and Sand. The functional response was a Type II at both predator densities as well. The presence of a second predator decreased both the attack rate and the handling time, resulting in slightly lower predation rates at low prey densities, and slightly higher predation rates at high prey densities when compared to the single predator treatment. This indicates a low level of predator interference. This work has implications for potential stock enhancement activities, as year-1 crab could inhibit enhancement success though cannibalism of introduced year-0 crab, especially given the destabilizing nature of the Type II functional response. A potential solution would be to enhance a given area only every other year to give previous cohorts a chance to start podding in less complex habitats. Future work should examine whether the pres- ence of alternative prey changes the functional response to a Type III, as this would give year-0 crabs a low‐density refuge from predation.<br>
DOI: 10.6084/m9.figshare.12780434
title: PONE-D-20-00075-DELPHI-ROUND-II.xls

description: Despite their burden and high prevalence, mental health disorders of children and adolescents remain neglected in many parts of the world. In developing countries, where half of the population is younger than 18 years old, one of every five children and adolescents is estimated to suffer from a mental health disorder. It is then essential to detect these conditions through screening in a timely and accurate manner. But such screening is fraught with considerable ethical, social, and cultural challenges. This study systematically identifies, for the first time, these challenges, along with potential solutions to address them.<br>We report on the results of an international multi- and inter-disciplinary three-round Delphi survey completed by 135 mental health experts from 37 countries. We asked these experts to identify and rank the main ethical, social, and cultural challenges of screening for child and adolescent mental health problems in developing nations, and to propose solutions for each challenge.<br>Thirty-nine significant challenges emerged around eight themes, along with 32 potential solutions organized into seven themes. There was a high degree of consensus among the experts, but a few interesting disagreements arose between members of the panel from high-income countries and those from low- and middle-income nations. The panelists overwhelmingly supported mental health screening for children and adolescents. They recommended ensuring local acceptance and support for screening prior to program initiation, along with careful and comprehensive protection of human rights; integrating screening procedures into primary care; designing and implementing culturally appropriate screening tools, programs, and follow-up; securing long-term funding; expanding capacity building; and task-shifting screening to local non-specialists. <br>These recommendations can serve as a guide for policy and decision-making, resource allocation, and international cooperation. They also offer a novel approach to reduce the burden of these disorders by encouraging their timely and context-sensitive prevention and management.<br><br>