cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.n8pk0p340
title: 15-gene expression profile and PRAME as an integrated prognostic test for uveal melanoma: First report of Collaborative Ocular Oncology Group Study No. 2 (COOG2.1)

description: Validated and accurate prognostic testing is critical for precision
 medicine in uveal melanoma (UM). Our aims were to (1) prospectively
 validate an integrated prognostic classifier combining a 15-gene
 expression profile (15-GEP) and PRAME RNA expression, and (2) identify
 clinical variables that enhance the prognostic accuracy of the
 15-GEP/PRAME classifier.
description: This study included 1577 subjects with UM enrolled in the
 Collaborative Ocular Oncology Group Study Number 2 (COOG2) and
 prospectively monitored across 26 centers. All subjects underwent testing
 of their primary UM sample with DecisionDx-UM (Class 1A, Class 1B, or
 Class 2) and DecisionDx-PRAME (negative or positive). This testing was
 performed by the Castle Biosciences CAP-accredited, CLIA-certified
 laboratory, as per standard of care. Baseline and follow-up ophthalmic
 visits were performed as per standard of care at each center but typically
 included a comprehensive ophthalmic examination, fundus photography,
 optical coherence tomography, and ultrasonography performed at least every
 3-4 months for the first year after treatment, every 4-6 months for the
 second year, and every 6-12 months thereafter. The primary endpoint was
 metastasis-free survival (MFS).
description: # 15-gene expression profile and PRAME as an integrated prognostic test
 for uveal melanoma: First report of Collaborative Ocular Oncology Group
 Study No. 2 (COOG2.1)
 [https://doi.org/10.5061/dryad.n8pk0p340](https://doi.org/10.5061/dryad.n8pk0p340) Tabular data containing 15-GEP/PRAME status, clinical features, and outcomes for patients with uveal melanoma (UM)  enrolled in the Collaborative Ocular Oncology Group Study No. 2 (COOG2). ## Description of the data and file structure Tabular data (in csv format) for 1,577 anonymised patients enrolled in COOG2.   Table contains the patients' anonymized ID (COOG2 ID), patient age at study entry, gender, ciliary body involvement (1 = yes, 0 = no), diameter (in mm), thickness (in mm), GEP Class (1 or 2), GEP subtype (A or B for class 1 UM), PRAME staus (1 = positive, 0 = negative), time to last data entry (in months), whether patients developed metastasis (1 = yes, 0= no), months to metastasis or last follow-up (f/u), death status (1 = dead, 0 = alive), and months to death or last f/u. For prognostication of metastatic risk in UM, all subjects (n = 1577) underwent testing of their primary UM sample (via biopsy) with DecisionDx-UM (Class 1A, Class 1B or Class 2) and DecisionDx-PRAME (negative or positive). This testing was performed by the Castle Biosciences CAP-accredited, CLIA-certified laboratory, as per standard of care.
DOI: 10.25934/pr00012561.0
title: Available datapackage for study 'Community-Engaged Research on COVID-19 Testing Among Underserved and/or Vulnerable Populations'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.syagam
title: Occurrence Download

description: A dataset containing 9708 records in GBIF matching the query:
SELECT
 '487' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 46.479780028101516
 AND decimalLatitude &lt;= 51.21395264452012
 AND decimalLongitude &gt;= 94.41597137694312
 AND decimalLongitude &lt;= 106.90300826225503
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 9708 records were derived from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003948-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.7wm37pw1h
title: Code for: Juvenile mortality and sibling replacement: A kin selection approach

description: This dataset contains R code that has been used to generate figures in the
 manuscript  "Juvenile mortality and sibling replacement: A
 kin selection approach" and in its associated Supplementary Material.
 Mortality generally is higher around birth and then progressively declines
 through the juvenile stage. In species where offspring depend upon their
 parents during maturation, a factor behind this mortality decline could be
 sibling replacement: offspring sacrifice their survival to benefit future
 or present siblings as early as possible in order to minimize losses in
 parental investment. Here, we propose a kin-selection model of sibling
 replacement. Theoretical analysis of the model and its application to
 demographic data of mammals suggest that sibling replacement consistently
 generates a selective incentive for increasing juvenile mortality at early
 ages when this mortality increment is the result of positive selection for
 juvenile altruism within the nuclear family. The model highlights how
 sibling replacement goes beyond optimal allocation of parental resources
 into dependents and can provoke greater mortality closer to birth also in
 response to a more favorable ratio of actors to recipients of altruism
 among siblings.
description: # R Code for Juvenile mortality and sibling replacement: A kin selection
 approach
 [https://doi.org/10.5061/dryad.7wm37pw1h](https://doi.org/10.5061/dryad.7wm37pw1h) This dataset contains a .Rmd file that embeds commented R code that was used to generate some of the figures in the manuscript "Juvenile mortality and sibling replacement: A kin selection approach" by Giaimo and Traulsen and its associated Supplementary Material. The dataset also contains as a reference a .pdf file that was obtained with the 'Knit to PDF' command in RStudio. ## Code The .Rmd file guides the reader through each chunk of R code used to generate the relevant figures. A simple way to use this file is by opening it with RStudio and run either the  "Knit to PDF" command or the "Knit to HTML" command. ## Sharing/Access information Demographic data used in the analysis: Matrix population models for mammals from COMADRE database (2023, v.4.21.8.0): * [https://compadre-db.org/Data/Comadre](http://https://compadre-db.org/Data/Comadre) Nonhuman primate data from Bronikowski, Anne M. et al. (2017). Data from: Female and male life tables for seven wild primate species [Dataset]. Dryad: * [https://datadryad.org/stash/dataset/doi:10.5061/dryad.v28t5](https://datadryad.org/stash/dataset/doi:10.5061/dryad.v28t5) Human data requested to authors of this publication: Davison, R. J. and Gurven, M. D. (2021). Human uniqueness? Life history diversity among small-scale societies and chimpanzees. PLoS ONE, 16:e0239170: * [https://doi.org/10.1371/journal.pone.0239170](https://doi.org/10.1371/journal.pone.0239170)
DOI: 10.15468/dl.dumqkz
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((19.17122 30.12336,41.22372 30.12336,41.22372 40.09642,19.17122 40.09642,19.17122 30.12336))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus calliprinos"
 ]
}

 The dataset includes 524 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003964-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ywmu4
title: Occurrence Download

description: A dataset containing 693266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esox lucius"
 ]
}

 The dataset includes 693266 records from 737 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003932-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb2hdk
title: Occurrence Download

description: A dataset containing 131177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Acidimicrobiales"
 ]
}

 The dataset includes 131177 records from 532 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016369-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60520/ieda/113140
title: Apollo 17 73001/73002 Major and Trace Element Chemistry

description: Major and trace element chemistry for every 0.5 cm interval of Apollo sample 73001/73002
description: Neuman, M., Koefoed, P., Wang, K., Jolliff, B. L., Korotev, R. L., & Morris, R. V. (2025). Major and trace element variations and lithologic component analysis in Apollo 17 drive tube 73001/2. Journal of Geophysical Research: Planets, 130, e2024JE008373. https://doi.org/10.1029/2024JE008373
DOI: 10.15468/dl.r49cve
title: Occurrence Download

description: A dataset containing 6076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 6076 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016609-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8kjzv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016607-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2pw893
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016608-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zz346h
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.0364064904812 4.761232167801452,121.0364064904812 4.761232167801452,121.0364064904812 8.761232167801452,117.0364064904812 8.761232167801452,117.0364064904812 4.761232167801452))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gracula religiosa religiosa"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016610-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/v3pf-m633
title: "SOR-BDNet"

description: "Results and analysis of optical flow subtitle generation for Avenue, Ped2, and ShanghaiTech datasets."
DOI: 10.15468/dl.ez658h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016612-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vg9rbk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016613-250525065834625/datasets/export for details.
DOI: 10.15468/dl.x8fth9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnophilus aethiops P.L.Sclater, 1858)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016614-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pd9bhr
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016611-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va32mh
title: Occurrence Download

description: A dataset containing 1868624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Repatriated is TRUE",
 "Country is Norway",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is (Table 3) Relative abundance of Azolla spp., peridinoid dinocysts, gonyaulacoid dinocysts, non-saccate pollen, bisaccate pollen and spores from the Lomonosov Ridge during different Arctic coring expeditions"
 ]
 }
 }
 ]
}

 The dataset includes 1868624 records from 1602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2v9j7vdctt
title: Real-world experience of spesolimab for generalized pustular psoriasis flares in adult patients: A multicenter retrospective study

description: Spesolimab is a novel interleukin-36 receptor inhibitor recently approved for treatment of generalized pustular psoriasis (GPP). While clinical trials have evaluated its efficacy and safety for this indication, real-world evidence (RWE) is sparse. Herein, we report real-world use of spesolimab in the clinical setting.
DOI: 10.17632/hptfx24mt8
title: Genetic variability among lowland sorghum accessions collected from southern Ethiopia for grain quality traits

description: This result declares/signifies/a good prospect of Ethiopia sorghum accessions for genetic improvement in grain yield and quality traits.
DOI: 10.17632/w4xwcpt45f
title: Moroccan Sign Language (MSL) dataset

description: The dataset consists of annotated video clips of Moroccan Sign Language (MSL) collected from publicly available online videos. The videos were selected based on their clarity, inclusion of Arabic subtitles, and diversity in signers, encompassing both adults and children. The dataset includes 2,310 videos with a total duration of 7 hours, 15 minutes, and 19 seconds. It covers 2069 unique words and sentences. Each video is labeled with the corresponding Arabic subtitles and segmented into clips containing single words or phrases to ensure precise annotations. The dataset contains raw keypoint data in .npy. These files include normalized 3D coordinates for 75 keypoints, covering the face, hands, and upper body. This dataset is tailored to support machine learning research in sign language recognition and gesture-based human-computer interaction.
DOI: 10.6084/m9.figshare.14304209.v1
title: Structure-Physical Properties Relationship of Eutectic Solvents Prepared from Benzyltriethylammonium Chloride and Carboxylic Acids

description: Deep eutectic solvents (DESs) have attracted the attention of the researchers as alternative solvents due to desirable properties such as easy preparation and high thermal stability. In this work, it was reported the preparation of five DESs from benzyltriethylammonium chloride (BTEAC) as quaternary ammonium salt (QAS) and carboxylic acids (oxalic, malonic or benzoic) as hydrogen bonding donor (HBD), which four were not reported so far. Furthermore, it was presented the first type III liquid DES at room temperature from benzoic acid and shown by interaction energy calculations why the formation of benzyltriethylammonium chloride:benzoic acid (BTEAC:BA) is favored over choline chloride:benzoic acid (ChCl:BA). The optimized geometries showed the Cl···π interaction is determining for decreasing the freezing point of benzyltriethylammonium chloride:benzoic acid mixture. Infrared spectra showed evidence for the existence of hydrogen bonds in DESs. Physical (freezing point, density and refractive index), thermal (thermogravimetric analysis) and rheological characterizations were performed for all solvents. The structure of HBDs affected the results on all evaluated properties and proved that it could be tunable. The prepared DESs were stable thermically and can be used in a wide range of temperature. Finally, rheological studies showed that Newtonian or non-Newtonian behavior can be observed by the nature of HBD.