cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25452/figshare.plus.25304616.v2
title: Galar - a large multi-label video capsule endoscopy dataset

description: We propose Galar, the most comprehensive dataset of VCE to date. Galar consists of 80 videos, culminating in 3,513,539 annotated frames covering functional, anatomical, and pathological aspects and introducing a selection of 29 distinct labels. The multisystem and multicenter VCE data from two centers in Saxony (Germany), was annotated framewise and cross-validated by five annotators. The vast scope of annotation and size of Galar make the dataset a valuable resource for the use of AI models in VCE, thereby facilitating research in diagnostic methods, patient care workflow, and the development of predictive analytics in the field.<br><br>Update2025-12: Correction of 6.csv - error on first line of table (anatomy region missing)
DOI: 10.25452/figshare.plus.25304616.v1
title: Galar - a large multi-label video capsule endoscopy dataset

description: We propose Galar, the most comprehensive dataset of VCE to date. Galar consists of 80 videos, culminating in 3,513,539 annotated frames covering functional, anatomical, and pathological aspects and introducing a selection of 29 distinct labels. The multisystem and multicenter VCE data from two centers in Saxony (Germany), was annotated framewise and cross-validated by five annotators. The vast scope of annotation and size of Galar make the dataset a valuable resource for the use of AI models in VCE, thereby facilitating research in diagnostic methods, patient care workflow, and the development of predictive analytics in the field.
DOI: 10.25345/c5v698r79
title: MassIVE MSV000100307 - Comparative Proteomic Analysis of Bovine Spermatozoa Before and After Cryopreservation
title: Proteomics of bovine sperm from a single ejaculate of 5 different bulls, both before and after cryopreservation.
DOI: 10.15468/dl.dtpkyj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Honduras)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bauhinia wunderlinii"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063290-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18001211
title: Fibrin clot properties in patients undergoing TAVI as predictors of subclinical thrombosis in long-term follow-up - database

description: Fibrin clot properties in patients undergoing TAVI as predictors of subclinical thrombosis in long-term follow-up database
DOI: 10.5281/zenodo.18001210
title: Fibrin clot properties in patients undergoing TAVI as predictors of subclinical thrombosis in long-term follow-up - database

description: Fibrin clot properties in patients undergoing TAVI as predictors of subclinical thrombosis in long-term follow-up database
DOI: 10.15468/dl.wruv85
title: Occurrence Download

description: A dataset containing 2634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amazona kawalli",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 2634 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063292-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e235483
title: Data and Code for: "Hacked to Pieces? The Effect of Ransomware Attacks on Hospitals and Patients"

description: As
cybercriminals increasingly target healthcare, hospitals face the growing
threat of ransomware attacks. Ransomware is a type of malicious software that
prevents users from accessing electronic systems and demands a ransom to
restore access. In this paper, we create and link a database of hospital
ransomware attacks to Medicare claims data. We quantify the effects of
ransomware attacks on hospital operations and patient outcomes. Ransomware
attacks decrease hospital volume by 17-24% during the initial attack week, with
recovery occurring within three weeks. Among patients already admitted to the
hospital when a ransomware attack begins, in-hospital mortality increases by 34-38%.
description: Smallest Geographic Unit: Health Service Area
DOI: 10.3886/e235483v1
title: Data and Code for: "Hacked to Pieces? The Effect of Ransomware Attacks on Hospitals and Patients"

description: As
cybercriminals increasingly target healthcare, hospitals face the growing
threat of ransomware attacks. Ransomware is a type of malicious software that
prevents users from accessing electronic systems and demands a ransom to
restore access. In this paper, we create and link a database of hospital
ransomware attacks to Medicare claims data. We quantify the effects of
ransomware attacks on hospital operations and patient outcomes. Ransomware
attacks decrease hospital volume by 17-24% during the initial attack week, with
recovery occurring within three weeks. Among patients already admitted to the
hospital when a ransomware attack begins, in-hospital mortality increases by 34-38%.
description: Smallest Geographic Unit: Health Service Area
DOI: 10.6084/m9.figshare.30801752
title: Longitudinal trajectories across the Command, Modifier, and Syntactic Phenotypes of language comprehension in over 6,000 autistic children

description: Typically-developing children progress through three distinct language-comprehension phenotypes. 1) The Command Phenotype, emerging by age 2, is characterized by understanding single words and simple commands. 2) The Modifier Phenotype, observed around age 3, is characterized by understanding adjective–noun combinations. 3) The Syntactic Phenotype, reached by age 4, is characterized by understanding stories and complex syntactic structures. This study examined language-comprehension trajectories in autistic children, using parent-submitted longitudinal assessments collected approximately every 4.8 months, with at least four assessments per child across 6,736 participants. The average observation period was 2.2 ± 1.3 years, covering ages 1.5–22 years. Autistic children advanced through the same three phenotypes as neurotypical children but with substantial delays. Increasing autism severity reduced the likelihood of attaining the Modifier and Syntactic Phenotypes and lengthened the time required to reach them. Median ages for acquiring the Modifier Phenotype were 2.5 years for neurotypical children and 3.7, 4.6, and 5.7 years for those with mild, moderate, and severe autism. For the Syntactic Phenotype, median ages were 3.5, 4.8, 5.9, and 6.5 years across the same groups. These findings provide the first large-scale quantification of discrete language-comprehension trajectories in autism and underscore the importance of early, phenotype-specific intervention.
DOI: 10.6084/m9.figshare.30801752.v1
title: Longitudinal trajectories across the Command, Modifier, and Syntactic Phenotypes of language comprehension in over 6,000 autistic children

description: Typically-developing children progress through three distinct language-comprehension phenotypes. 1) The Command Phenotype, emerging by age 2, is characterized by understanding single words and simple commands. 2) The Modifier Phenotype, observed around age 3, is characterized by understanding adjective–noun combinations. 3) The Syntactic Phenotype, reached by age 4, is characterized by understanding stories and complex syntactic structures. This study examined language-comprehension trajectories in autistic children, using parent-submitted longitudinal assessments collected approximately every 4.8 months, with at least four assessments per child across 6,736 participants. The average observation period was 2.2 ± 1.3 years, covering ages 1.5–22 years. Autistic children advanced through the same three phenotypes as neurotypical children but with substantial delays. Increasing autism severity reduced the likelihood of attaining the Modifier and Syntactic Phenotypes and lengthened the time required to reach them. Median ages for acquiring the Modifier Phenotype were 2.5 years for neurotypical children and 3.7, 4.6, and 5.7 years for those with mild, moderate, and severe autism. For the Syntactic Phenotype, median ages were 3.5, 4.8, 5.9, and 6.5 years across the same groups. These findings provide the first large-scale quantification of discrete language-comprehension trajectories in autism and underscore the importance of early, phenotype-specific intervention.
DOI: 10.15468/dl.kkby9n
title: Occurrence Download

description: A dataset containing 1133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Automolus paraensis",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 1133 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063294-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e228863
title: Data and Code for: "Invisible Wounds: How Mental Disability Benefits Shape Veteran Well-Being"

description: Abstract of paper: <br>We study the effects of VA Disability Compensation on veterans with mental health conditions--a large and growing share of the veteran population. Leveraging quasi random assignment to medical examiners with differing rating tendencies, we estimate the impacts of an additional $1,000 per year in disability income over a five-year horizon. The transfers reduce food insecurity and homelessness by 4.1 and 1.3 percentage points, and lower debt collections by 6.4 percent. Despite minimal cost-sharing, veterans increase healthcare use by 2.5 percent, with greater uptake of preventive care and improved medication adherence. Patient satisfaction improves, particularly around communication and trust. We detect no changes in most health measures and estimate precise null effects on mortality. Veterans whose claims are denied have worse outcomes and may benefit more from compensation, suggesting the programs current rules may exclude those with substantial unmet need.
description: An observation (row) is a veteran first claiming mental health VA DC benefits. Outcomes are rows, and can reflect multiple time horizons (e.g., 3 year or 5 year outcomes).
DOI: 10.3886/e228863v1
title: Data and Code for: "Invisible Wounds: How Mental Disability Benefits Shape Veteran Well-Being"

description: Abstract of paper: <br>We study the effects of VA Disability Compensation on veterans with mental health conditions--a large and growing share of the veteran population. Leveraging quasi random assignment to medical examiners with differing rating tendencies, we estimate the impacts of an additional $1,000 per year in disability income over a five-year horizon. The transfers reduce food insecurity and homelessness by 4.1 and 1.3 percentage points, and lower debt collections by 6.4 percent. Despite minimal cost-sharing, veterans increase healthcare use by 2.5 percent, with greater uptake of preventive care and improved medication adherence. Patient satisfaction improves, particularly around communication and trust. We detect no changes in most health measures and estimate precise null effects on mortality. Veterans whose claims are denied have worse outcomes and may benefit more from compensation, suggesting the programs current rules may exclude those with substantial unmet need.
description: An observation (row) is a veteran first claiming mental health VA DC benefits. Outcomes are rows, and can reflect multiple time horizons (e.g., 3 year or 5 year outcomes).
DOI: 10.15468/8mjrdn
title: A revision of the family Protorchestiidae (Amphipoda: Talitroidea) with the description of two new subfamilies, three new genera and one new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Myers, Alan A., Park, Eunji, Ball, Olivier J. - P. (2025): A revision of the family Protorchestiidae (Amphipoda: Talitroidea) with the description of two new subfamilies, three new genera and one new species. Zootaxa 5725 (3): 371-390, DOI: 10.11646/zootaxa.5725.3.3, URL: https://doi.org/10.11646/zootaxa.5725.3.3AbstractAmphipods have successfully adapted to a wide range of environments, including marshes. The family Protorchestiidae comprises a diverse group of marshhoppers; however, its classification has been challenging due to subtle morphological differences among genera. In this study, the family Protorchestiidae is revised, and two new subfamilies are erected. Microrchestiinae subfam. nov. is tropical to subtropical in distribution, Protorchestiinae subfam. nov. inhabits cold to cool-temperate regions. The two new subfamilies are diagnosed and their distributions are reviewed. Three new genera, Lowryorchestia gen. nov., Richardsonorchestia gen. nov. and Serejorchestia gen. nov., are described from New Zealand and Australia. These new genera are most similar to Protorchestia that is endemic to South America and probably also to the poorly known Eorchestia that is endemic to South Africa. One new species, Lowryorchestia riparicola gen. nov., sp. nov. is described from New Zealand. Neorchestia plicibrancha Friend, 1987 is regarded as incertae sedis.
DOI: 10.15468/dl.hpexuq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhamphus cardosoi",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063295-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.18023314
title: Biographisches Lexikon zur Geschichte der böhmischen Länder, vol. 1

description: Full export of structured data from the Biographisches Lexikon zur Geschichte der böhmischen Länder, vol. I. (https://blgbl.de). The structured data were obtained from the BLGBL using biography2wikidata machine learning model. The export was created using Semantic MediaWiki script dumpRDF.php.
DOI: 10.5281/zenodo.18023313
title: Biographisches Lexikon zur Geschichte der böhmischen Länder, vol. 1

description: Full export of structured data from the Biographisches Lexikon zur Geschichte der böhmischen Länder, vol. I. (https://blgbl.de). The structured data were obtained from the BLGBL using biography2wikidata machine learning model. The export was created using Semantic MediaWiki script dumpRDF.php.
DOI: 10.5281/zenodo.18004785
title: PDB structures with alternative locations and docking results
DOI: 10.5281/zenodo.18004786
title: PDB structures with alternative locations and docking results
DOI: 10.15468/dl.eedkfk
title: Occurrence Download

description: A dataset containing 2402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sicyos microphyllus, Parthenocissus heptaphylla, Trichosanthes tricuspidata)"
 ]
}

 The dataset includes 2402 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063296-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18023408
title: TABLE 1 in Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae)

description: TABLE 1. Mean intra- and interspecific Kimura 2-parameter (K2P) genetic distances (%) based on mitochondrial COI gene in the analysed species of Ceratophysella.
SpeciesIntraspecificInterspecific12341C. dobrolyubovae sp. nov. (n =11)1.18–2C. sp. aff. dobrolyubovae (n =5)3.1920.43–3C. caucasica (n =2)0.1721.2419.24–4C. succinea (China) KY231136–20.1317.8218.49–
description: Published as part of Babenko, Anatoly & Antipova, Maria, 2025, Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae), pp. 401 in Zootaxa 5725 (3) on page 401, DOI: 10.11646/zootaxa.5725.3.4, http://zenodo.org/record/17869437
DOI: 10.5281/zenodo.18023409
title: TABLE 1 in Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae)

description: TABLE 1. Mean intra- and interspecific Kimura 2-parameter (K2P) genetic distances (%) based on mitochondrial COI gene in the analysed species of Ceratophysella.
SpeciesIntraspecificInterspecific12341C. dobrolyubovae sp. nov. (n =11)1.18–2C. sp. aff. dobrolyubovae (n =5)3.1920.43–3C. caucasica (n =2)0.1721.2419.24–4C. succinea (China) KY231136–20.1317.8218.49–
description: Published as part of Babenko, Anatoly & Antipova, Maria, 2025, Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae), pp. 401 in Zootaxa 5725 (3) on page 401, DOI: 10.11646/zootaxa.5725.3.4, http://zenodo.org/record/17869437
DOI: 10.5281/zenodo.14697197
title: Cooperative-Breeding Database (Co-BreeD)

description: The Cooperative-Breeding Database (Co-BreeD) is an updateable database that curates population-level estimates of biological parameters relevant to cooperative breeding research of birds and (human and non-human) mammals. Please refer to Ben Mocha et al. (2025) for a comprehensive overview of the database. 

The Co-BreeD folder contains 4 files:

(a) Co_BreeD_V1__read_me.R : This R script includes instructions about the 5 dataframes included in the Co_BreeD_V1.RData and can be used to view the database.

(b) Co_BreeD_V1.RData : This RData file includes the Co-BreeD database and accompanying dataframes.

(c) Co_BreeD_V1__quality_check.R : An r script to check for inconsistencies in each column of the database.

(d) Co_BreeD_V1__data_submission_template : A data submission form for data contributors. Data contributors (i.e., data on any type of parental care in any wild population of any individually marked bird or mammal species) are acknowledged by an offer to join as co-authors of the next Co-BreeD manuscript (contact Yitzchak Ben Mocha for more details: yitzchakbm@gmail.com).

 Ben Mocha et al. (2025) An integrative, peer-reviewed and open-source Cooperative-Breeding Database (Co-BreeD). Journal of Animal Ecology
DOI: 10.5281/zenodo.14697198
title: Cooperative-Breeding Database (Co-BreeD)

description: The Cooperative-Breeding Database (Co-BreeD) is an updateable database that curates population-level estimates of biological parameters relevant to cooperative breeding research of birds and (human and non-human) mammals. Please refer to Ben Mocha et al. (2025) for a comprehensive overview of the database. 

The Co-BreeD folder contains 4 files:

(a) Co_BreeD_V1__read_me.R : This R script includes instructions about the 5 dataframes included in the Co_BreeD_V1.RData and can be used to view the database.

(b) Co_BreeD_V1.RData : This RData file includes the Co-BreeD database and accompanying dataframes.

(c) Co_BreeD_V1__quality_check.R : An r script to check for inconsistencies in each column of the database.

(d) Co_BreeD_V1__data_submission_template : A data submission form for data contributors. Data contributors (i.e., data on any type of parental care in any wild population of any individually marked bird or mammal species) are acknowledged by an offer to join as co-authors of the next Co-BreeD manuscript (contact Yitzchak Ben Mocha for more details: yitzchakbm@gmail.com).

 Ben Mocha et al. (2025) An integrative, peer-reviewed and open-source Cooperative-Breeding Database (Co-BreeD). Journal of Animal Ecology
DOI: 10.3886/e232421
title: Data and Code for Connections During Democratic Transitions: Insights from the Political Purge in Post-WWII France

description: We examine how connections shaped transitional justice during France’s post-WWIIdemocratic transition. Parliamentarians who had supported the Vichy regime faced atwo-stage purge process involving two courts. Using a difference-in-differences strategy,we find that Law graduates – an influential group with ties to one of the courts –had a 10 to 14 percentage point higher acquittal rate. We analyze 17,589 documents inindividual defendants’ files to explain this difference. According to this analysis, indirectconnections – connections through third parties – enabled transmission of informationto the judges, highlighting how connected elite groups can navigate transitions despiteinstitutional safeguards.
DOI: 10.3886/e232421v1
title: Data and Code for Connections During Democratic Transitions: Insights from the Political Purge in Post-WWII France

description: We examine how connections shaped transitional justice during France’s post-WWIIdemocratic transition. Parliamentarians who had supported the Vichy regime faced atwo-stage purge process involving two courts. Using a difference-in-differences strategy,we find that Law graduates – an influential group with ties to one of the courts –had a 10 to 14 percentage point higher acquittal rate. We analyze 17,589 documents inindividual defendants’ files to explain this difference. According to this analysis, indirectconnections – connections through third parties – enabled transmission of informationto the judges, highlighting how connected elite groups can navigate transitions despiteinstitutional safeguards.
DOI: 10.5281/zenodo.18023422
title: Jackson's Equation for Harmonic Resonance: A Golden Ratio-Based Reformulation of Planck-Scale Quantization

description: Jackson’s Equation introduces a new quantum scaling constant defined as

> \phi_q = h \cdot \phi^2 >

where h is Planck’s constant and \phi is the golden ratio. This yields a modified quantization law:

> E = \phi_q \cdot \omega >

which preserves unit coherence while embedding harmonic, self-similar scaling into the energy-frequency relationship.

 

The equation predicts a geometric progression of resonant modes—contrasting with the linear progression implied by traditional Planck energy quantization. Theoretical implications include a φ-rescaled ladder of physical units (“Jackson units”), refined spectral modeling, and reinterpretation of vacuum energy structure.
DOI: 10.5281/zenodo.18023423
title: Jackson's Equation for Harmonic Resonance: A Golden Ratio-Based Reformulation of Planck-Scale Quantization

description: Jackson’s Equation introduces a new quantum scaling constant defined as

> \phi_q = h \cdot \phi^2 >

where h is Planck’s constant and \phi is the golden ratio. This yields a modified quantization law:

> E = \phi_q \cdot \omega >

which preserves unit coherence while embedding harmonic, self-similar scaling into the energy-frequency relationship.

 

The equation predicts a geometric progression of resonant modes—contrasting with the linear progression implied by traditional Planck energy quantization. Theoretical implications include a φ-rescaled ladder of physical units (“Jackson units”), refined spectral modeling, and reinterpretation of vacuum energy structure.
DOI: 10.18150/c4jikt
title: Badanie i optymalizacja procesu niskotemperaturowego sieciowania kompozytów polisilazanowo-węglowych

description: Celem badań było opracowanie i wstępna charakterystyka przewodzących kompozytów na bazie polisilazanów sieciowanych niskotemperaturowo oraz wielościennych nanorurek węglowych (MWCNTs), przeznaczonych do potencjalnych zastosowań jako funkcjonalne powłoki przewodzące. Badania obejmowały optymalizację składu kompozytów oraz procesu sieciowania typu moisture curing, a także porównanie przebiegu sieciowania czystych polisilazanów i odpowiadających im układów kompozytowych. Zakres zbioru danych obejmuje wyniki charakterystyki mikrostruktury (SEM), dane spektroskopowe (FTIR, Raman) oraz dane elektrochemiczne otrzymanych kompozytów (spektroskopia impedancyjna).