cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30022645
title: Finding the right tool for the specific task: navigating RWE tools and checklists

description: Real-world evidence (RWE) is increasingly used to support product approvals and
 label expansions, as well as clinical and payer decision-making. Various tools
 (e.g. frameworks, checklists) have been developed to help inform and assess the
 robustness and quality of real-world study design and reporting. This targeted
 review provides a practical guide for leveraging these tools to increase
 awareness and utility for decision-makers. A pre-defined search strategy was
 applied to identify articles from PubMed. Articles published from 1 January
 2020, through 4 October 2024 were included and reviewed to identify relevant
 tools aimed at assessing RWE study planning, reporting, or quality assessment.
 Key information regarding each was extracted and summarized including strengths,
 limitations, and included domains. 119 articles were initially identified, of
 which 15 were included after screening, referencing a total of 17 tools. These
 17 tools varied in format and structure, ranging from detailed guidelines and
 templates to checklists and questionnaires. Utility and application of the tools
 identified in this targeted review vary across the evaluation of study planning,
 reporting, and quality. Selection of the appropriate tool depends on several
 factors including intended purpose of the tool, intended real-world study
 design, and the availability of study documentation.
DOI: 10.6084/m9.figshare.30022645.v2
title: Finding the right tool for the specific task: navigating RWE tools and checklists

description: Real-world evidence (RWE) is increasingly used to support product approvals and
 label expansions, as well as clinical and payer decision-making. Various tools
 (e.g. frameworks, checklists) have been developed to help inform and assess the
 robustness and quality of real-world study design and reporting. This targeted
 review provides a practical guide for leveraging these tools to increase
 awareness and utility for decision-makers. A pre-defined search strategy was
 applied to identify articles from PubMed. Articles published from 1 January
 2020, through 4 October 2024 were included and reviewed to identify relevant
 tools aimed at assessing RWE study planning, reporting, or quality assessment.
 Key information regarding each was extracted and summarized including strengths,
 limitations, and included domains. 119 articles were initially identified, of
 which 15 were included after screening, referencing a total of 17 tools. These
 17 tools varied in format and structure, ranging from detailed guidelines and
 templates to checklists and questionnaires. Utility and application of the tools
 identified in this targeted review vary across the evaluation of study planning,
 reporting, and quality. Selection of the appropriate tool depends on several
 factors including intended purpose of the tool, intended real-world study
 design, and the availability of study documentation.
DOI: 10.6084/m9.figshare.30022645.v1
title: Finding the right tool for the specific task: navigating RWE tools and checklists

description: Real-world evidence (RWE) is increasingly used to support product approvals and label expansions, as well as clinical and payer decision-making. Various tools (e.g. frameworks, checklists) have been developed to help inform and assess the robustness and quality of real-world study design and reporting. This targeted review provides a practical guide for leveraging these tools to increase awareness and utility for decision-makers. A pre-defined search strategy was applied to identify articles from PubMed. Articles published from 1 January 2020, through 4 October 2024 were included and reviewed to identify relevant tools aimed at assessing RWE study planning, reporting, or quality assessment. Key information regarding each was extracted and summarized including strengths, limitations, and included domains. 119 articles were initially identified, of which 15 were included after screening, referencing a total of 17 tools. These 17 tools varied in format and structure, ranging from detailed guidelines and templates to checklists and questionnaires. Utility and application of the tools identified in this targeted review vary across the evaluation of study planning, reporting, and quality. Selection of the appropriate tool depends on several factors including intended purpose of the tool, intended real-world study design, and the availability of study documentation.
DOI: 10.5281/zenodo.18630086
title: EU Return Policy Text Corpus & Replication Material

description: Corpus & Replication Material for "Changing Norms in EU Return Policy? A longitudinal analysis of Commission documents on return"
DOI: 10.5281/zenodo.18630085
title: EU Return Policy Text Corpus & Replication Material

description: Corpus & Replication Material for "Changing Norms in EU Return Policy? A longitudinal analysis of Commission documents on return"
DOI: 10.18150/12sspz
title: In vitro activity of the most frequently used antifungal substances against fungi of the genus Malassezia and determination of the type of interaction between them and substances showing antifungal potential

description: [ENG:]The dataset includes documentation of clinical isolates of Malassezia pachydermatis and the associated results of phenotypic testing and in vitro susceptibility. The dataset contains isolate provenance metadata (host species, age, sex, breed, sampling site, year and voivodeship, and information on the presence of Malassezia in cytology), results of biochemical and phenotypic assays (including, among others, growth on selected media, enzymatic activities, Tween utilization, and biofilm-related results), disk diffusion results reported as inhibition zone diameters in millimeters, and MIC values for various substances.
DOI: 10.5067/viirs/vj215a2h.002
title: VIIRS/JPSS2 Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V002
DOI: 10.5281/zenodo.18682282
title: SARS-CoV-2 Sequenzdaten aus Deutschland

description: Im Datensatz "SARS-CoV-2-Sequenzdaten aus Deutschland" umfasst vollständige Virusgenomsequenzen sowie zugehörige Metadaten aus bundesweit erhobenen Proben. Die Proben werden in Zusammenarbeit vom IMSSC2-Labornetzwerk, dem Nationalen Referenzzentrum für Coronaviren an der Charité sowie dem RKI sequenziert und bioinformatisch analysiert. Der Datensatz ermöglicht eine fundierte molekular-epidemiologische Analyse der SARS-CoV-2-Ausbreitung in Deutschland und stellt eine zentrale Ressource für Forschung und öffentliche Gesundheitsüberwachung dar.
DOI: 10.15468/dl.n92r6n
title: Occurrence Download

description: A dataset containing 1726994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes vulpes"
 ]
}

 The dataset includes 1726994 records from 3878 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027286-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btstwp
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "TaxonKey is Rangifer tarandus caribou (Gmelin, 1788)"
 ]
}

 The dataset includes 54 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006184-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgrypj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008321-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztb4ka
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianema Rex"
 ]
}

 The dataset includes 840 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0411521-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36qiqk
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000386-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfkbvs
title: Occurrence Download

description: A dataset containing 37274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrphidae",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "GadmGid is USA.5_1",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37274 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125191-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jge2mz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000412-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsvsgq
title: Occurrence Download

description: A dataset containing 221582484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2020-2022"
 ]
}

 The dataset includes 221582484 records from 457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009014-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayyq86
title: Occurrence Download

description: A dataset containing 1661385333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1661385333 records from 15344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004637-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu5lx3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013674-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbua2y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070637-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbd5d5
title: Occurrence Download

description: A dataset containing 1733784776 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "1970-2022"
 ]
}

 The dataset includes 1733784776 records from 33641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105772-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txc769
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria elymaitica",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013594-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p5ksj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACC5062"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013595-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16742198
title: Figures 8-23 data used in "Separation of Variables Method for Light Scattering by Two-Layer Spheroids with Size Parameters up to 1000"
DOI: 10.5281/zenodo.16742199
title: Figures 8-23 data used in "Separation of Variables Method for Light Scattering by Two-Layer Spheroids with Size Parameters up to 1000"
DOI: 10.15468/dl.2d5js8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum luteoalbum",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013596-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s86m6c
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pityrogramma calomelanos",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013597-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t948r
title: Occurrence Download

description: A dataset containing 18770658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-80 -4.5,-65 -4.5,-65 15,-80 15,-80 -4.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "Year 2006-2025"
 ]
}

 The dataset includes 18770658 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013566-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzrrux
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichomycterus macrophthalmus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013598-250802193616735/datasets/export for details.
DOI: 10.15468/dl.tftyx6
title: Occurrence Download

description: A dataset containing 29215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microeca flavigaster)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 29215 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013600-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnxwqd
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microeca hemixantha)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 197 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013601-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63ecgt
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marrubium anisodon",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 137 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013602-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65tygm
title: Occurrence Download

description: A dataset containing 776 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Doederleinia berycoides"
 ]
}

 The dataset includes 776 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013604-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyptny
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laphangium luteoalbum",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013605-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ctq49a
title: Occurrence Download

description: A dataset containing 288592 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 (Zonotrichia querula)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 288592 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013574-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16742186
title: Supplementary Dataset for "Prime Number Distribution and the Uncertainty Principle: A Definitive Disproof of the Montgomery-Dyson Conjecture and Discovery of the Prime Gap Ensemble"

description: This dataset contains all supplementary materials supporting the research published in DOI: 10.5281/zenodo.16740137.

Contents:





Python source code for all statistical analyses and model generation




High-resolution visualizations of prime gap distributions, uncertainty principle scaling, and comparative statistical tests




Complete proofs and extended derivations




Comprehensive answers to technical questions and further development notes




Open letter to mathematics and physics departments summarizing key findings



These materials allow full reproduction of the analyses, statistical tests, and models described in the main paper.
DOI: 10.5281/zenodo.16742185
title: Supplementary Dataset for "Prime Number Distribution and the Uncertainty Principle: A Definitive Disproof of the Montgomery-Dyson Conjecture and Discovery of the Prime Gap Ensemble"

description: This dataset contains all supplementary materials supporting the research published in DOI: 10.5281/zenodo.16740137.

Contents:





Python source code for all statistical analyses and model generation




High-resolution visualizations of prime gap distributions, uncertainty principle scaling, and comparative statistical tests




Complete proofs and extended derivations




Comprehensive answers to technical questions and further development notes




Open letter to mathematics and physics departments summarizing key findings



These materials allow full reproduction of the analyses, statistical tests, and models described in the main paper.
DOI: 10.15468/dl.4x3um3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pityrogramma calomelanos",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013606-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnnjtg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leuciscus latus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013607-250802193616735/datasets/export for details.
DOI: 10.15468/dl.yymdgq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microeca tormenti)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013608-250802193616735/datasets/export for details.