cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31187911.v1
title: Supplementary Material for: Rheology of Twin Anaemia Polycythaemia Sequence – Insights from haemoglobin electrophoresis: a case report

description: Introduction: Twin Anaemia Polycythaemia Sequence (TAPS) is a recognised complication of monochorionic (MC) twins due to abnormal placental vasculature. Determining the rheology involved within the abnormal placental vasculature may help in identifying the optimum treatment option.
Case Presentation: We describe a case of TAPS which was treated via intrauterine transfusions (IUTs) with partial exchange transfusions (PETs) in which additional haemoglobin electrophoresis (HbEp) testing was performed on cordocentesis samples taken before and after intrauterine transfusions and partial exchange transfusions for the donor and recipient twin, respectively. The aim was to assess the flow dynamics from the donor to recipient twin. No differences in hemoglobin A were found in the polycythemic twin after 30 minutes of IUT of the anemic co-twin but within 13 days of first transfusion greater than a 3-fold rise in adult Hemoglobin A was apparent. Within 5 days of second treatment a further 9% rise in Adult Hemoglobin A was encountered.
Conclusion: The use of HbEp testing in this case provided preliminary insights into the fluid dynamics involved in TAPS, however, further studies are required to achieve better understanding.
DOI: 10.15468/dl.errrbt
title: Occurrence Download

description: A dataset containing 48994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Observation)",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2024-2026"
 ]
}

 The dataset includes 48994 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005890-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31187914
title: Supplementary Material for: Optimal Timing for Idiopathic Epiretinal Membrane Peeling Surgery Based on a Preoperative Visual Acuity Threshold.

description: PURPOSE: To evaluate the efficacy and safety of vitrectomy-peeling for idiopathic epiretinal membrane (iERM) in patients with preserved preoperative best corrected visual acuity (BCVA) compared to those with reduced BCVA, and determine the optimal preoperative VA threshold for intervention.
METHODS: This single-center retrospective cohort study analyzed 415 eyes from 368 patients who underwent iERM surgery between January 2019 and July 2023. Epidemiological, surgical, and spectral domain-optical coherence tomography (SD-OCT) data were collected preoperatively and at each follow-up visit. Patients were divided into three groups based on preoperative BCVA: poor (≤ 60 Early Treatment Diabetic Retinopathy Study (ETDRS) letters), moderate (61–76 ETDRS), and good (≥ 77 ETDRS). The primary outcome was final BCVA at the last visit, while secondary outcomes included analyzing surgical complications and preoperative predictive factors to develop a predictive model of postoperative BCVA.
RESULTS: Median preoperative BCVA was 75 ETDRS letters (IQR 70–80), improving significantly postoperatively to 80 ETDRS (IQR 75–85) (p&lt;0.001). BCVA improved across all groups: from 60 to 67.5 (IQR 60–77) in the poor group (p&lt;0.001), from 70 to 80 (IQR 75–83.5) in the moderate group (p&lt;0.001), and from 80 to 82 (IQR 80–85) in the good group (p&lt;0.001). The optimal preoperative BCVA threshold was 75 letters, through an iterative process increasing in 5 ETDRS letters increments, with no significant differences in complications between groups (p=0.81).
CONCLUSION: Patients with good preoperative BCVA achieved better final BCVA. Performing vitrectomy-peeling for idiopathic ERM at BCVA &gt; 75 ETDRS letters leads to optimal visual outcomes without increasing complications.
DOI: 10.6084/m9.figshare.31187914.v1
title: Supplementary Material for: Optimal Timing for Idiopathic Epiretinal Membrane Peeling Surgery Based on a Preoperative Visual Acuity Threshold.

description: PURPOSE: To evaluate the efficacy and safety of vitrectomy-peeling for idiopathic epiretinal membrane (iERM) in patients with preserved preoperative best corrected visual acuity (BCVA) compared to those with reduced BCVA, and determine the optimal preoperative VA threshold for intervention.
METHODS: This single-center retrospective cohort study analyzed 415 eyes from 368 patients who underwent iERM surgery between January 2019 and July 2023. Epidemiological, surgical, and spectral domain-optical coherence tomography (SD-OCT) data were collected preoperatively and at each follow-up visit. Patients were divided into three groups based on preoperative BCVA: poor (≤ 60 Early Treatment Diabetic Retinopathy Study (ETDRS) letters), moderate (61–76 ETDRS), and good (≥ 77 ETDRS). The primary outcome was final BCVA at the last visit, while secondary outcomes included analyzing surgical complications and preoperative predictive factors to develop a predictive model of postoperative BCVA.
RESULTS: Median preoperative BCVA was 75 ETDRS letters (IQR 70–80), improving significantly postoperatively to 80 ETDRS (IQR 75–85) (p&lt;0.001). BCVA improved across all groups: from 60 to 67.5 (IQR 60–77) in the poor group (p&lt;0.001), from 70 to 80 (IQR 75–83.5) in the moderate group (p&lt;0.001), and from 80 to 82 (IQR 80–85) in the good group (p&lt;0.001). The optimal preoperative BCVA threshold was 75 letters, through an iterative process increasing in 5 ETDRS letters increments, with no significant differences in complications between groups (p=0.81).
CONCLUSION: Patients with good preoperative BCVA achieved better final BCVA. Performing vitrectomy-peeling for idiopathic ERM at BCVA &gt; 75 ETDRS letters leads to optimal visual outcomes without increasing complications.
DOI: 10.15468/dl.zxavzg
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Kalidium cuspidatum"
 ]
}

 The dataset includes 225 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005894-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31187917
title: Supplementary Material for: A Novel Phenotypic Presentation of Absence Seizures in a 15-Month-Old with PIGK-Related GPI Biosynthesis Disorder: a Case Report

description: Introduction
PIGK-related glycosylphosphatidylinositol (GPI) biosynthesis disorder is an extremely rare neurodevelopmental condition, with only 12 cases described to date. It is caused by biallelic mutations in the PIGK gene, which encodes a catalytic subunit of the GPI transamidase complex. This enzyme facilitates the attachment of GPI anchors to proteins crucial for cellular signaling and development. Eight of the 12 described cases were reported to have seizures, but the electroclinical characteristics are not well defined.

Case Presentation
A 15-month-old female who presented with global developmental delay, hypotonia, oral dysphagia, nystagmus, and cerebellar atrophy on MRI is reported in this case report. Abnormal movements occurred at 10 months of age with intermittent, brief right arm tremors initially presumed to be benign myoclonus of infancy. However, subsequent 24-hour video EEG revealed classic 3 Hz generalized spike-and-wave discharges with clinical correlates of behavioral arrest previously unrecognized, confirming a diagnosis of absence seizures—a feature not previously reported in the literature for PIGK-related disorders (Figure 1). Whole exome sequencing confirmed biallelic PIGK pathogenic variants.
To our knowledge, this is the first reported case of typical absence seizures with 3 Hz generalized spike-wave discharges in a very young patient with confirmed PIGK mutation. Our report expands the known electroclinical phenotype of GPI anchor deficiencies, suggesting the need to screen for subtle generalized epilepsy syndromes like absence, among affected infants. 

Conclusion
This case highlights a novel EEG phenotype in PIGK-related GPI biosynthesis disorder underscoring the relevance of early EEG evaluation in infants with this extremely uncommon neurogenetic disorder.
DOI: 10.6084/m9.figshare.31187917.v1
title: Supplementary Material for: A Novel Phenotypic Presentation of Absence Seizures in a 15-Month-Old with PIGK-Related GPI Biosynthesis Disorder: a Case Report

description: Introduction
PIGK-related glycosylphosphatidylinositol (GPI) biosynthesis disorder is an extremely rare neurodevelopmental condition, with only 12 cases described to date. It is caused by biallelic mutations in the PIGK gene, which encodes a catalytic subunit of the GPI transamidase complex. This enzyme facilitates the attachment of GPI anchors to proteins crucial for cellular signaling and development. Eight of the 12 described cases were reported to have seizures, but the electroclinical characteristics are not well defined.

Case Presentation
A 15-month-old female who presented with global developmental delay, hypotonia, oral dysphagia, nystagmus, and cerebellar atrophy on MRI is reported in this case report. Abnormal movements occurred at 10 months of age with intermittent, brief right arm tremors initially presumed to be benign myoclonus of infancy. However, subsequent 24-hour video EEG revealed classic 3 Hz generalized spike-and-wave discharges with clinical correlates of behavioral arrest previously unrecognized, confirming a diagnosis of absence seizures—a feature not previously reported in the literature for PIGK-related disorders (Figure 1). Whole exome sequencing confirmed biallelic PIGK pathogenic variants.
To our knowledge, this is the first reported case of typical absence seizures with 3 Hz generalized spike-wave discharges in a very young patient with confirmed PIGK mutation. Our report expands the known electroclinical phenotype of GPI anchor deficiencies, suggesting the need to screen for subtle generalized epilepsy syndromes like absence, among affected infants. 

Conclusion
This case highlights a novel EEG phenotype in PIGK-related GPI biosynthesis disorder underscoring the relevance of early EEG evaluation in infants with this extremely uncommon neurogenetic disorder.
DOI: 10.15468/dl.huderu
title: Occurrence Download

description: A dataset containing 2488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrobrachium nipponense",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2488 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005893-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/mevqce
title: Bibliografia przekładów w czasopismach „Robotnik” oraz „Wiadomości Literackie”
title: Bibliography of translations in the Polish periodicals Robotnik and Wiadomości Literackie

description: The dataset lists translations published in the Polish interwar periodicals Robotnik and Wiadomości Literackie. The data were obtained chiefly from three printed sources: 1) O. S. Czarnik, Ideowe i literackie wybory „Robotnika” w latach 1918-1939, Warszawa: Biblioteka Narodowa 1996 (Zestawienie IV: Powieści w odcinkach. Spis alfabetyczny według nazwisk autorów, pp. 384-389); 2) M. Toporowski, Wiadomości Literackie 1924–1933. Zestawienie treści – indeks ilustracyj, pseudonimy i kryptonimy, Warszawa: nakł. „Wiadomości Literackich” 1939 (Rozdz. 3: Utwory literackie, pp. 164–173); 3) A. Czachowski (oprac.), „Wiadomości Literackie” 1934–1939. Bibliografia zawartości, Wrocław—Warszawa—Kraków: Ossolineum 1999. The dataset consists of 5 spreadsheets documenting the data collection and elaboration process: 1) A bibliography of literary translations (including non-fiction) in Robotnik, compiled and elaborated by Joanna Sobesto based on Czarnik 1996 and her own bibliographic research; 2) A bibliography of literary translations in Wiadomości Literackie 1924–1933, compiled by Zuzanna Rusiecka based on Toporowski 1939 and revised/elaborated by Zofia Ziemann; 3) A bibliography of translations in Wiadomości Literackie 1934–1939, compiled by Zofia Strzyż based on Czachowski 1999; 4) A bibliography of literary translations (including non-fiction) in Wiadomości Literackie 1934–1939 compiled by Zofia Strzyż based on Czachowski 1999 and revised/elaborated by Zofia Ziemann; 5) A bibliography of literary translations (excluding non-fiction) in Wiadomości Literackie 1924–1939, compiled by Zuzanna Rusiecka based on Toporowski1939 and Zofia Strzyż based on Czachowski 1999 and revised/elaborated by Zofia Ziemann. The spreadsheets contain the following categories: Title; Author; Translator; Year Published; Bibliographic Details (volume/issue/page), Source Language; Genre; Author Gender; Translator Gender. The language of the dataset is Polish. The purpose of the dataset was the analysis of the presence of translation content in the two periodicals, with a particular focus on literary translations. The results of the analysis are presented in the related publication.
DOI: 10.17632/55g37wc9r3
title: A Holistic Framework for SBERT-Based Text Clustering via Single-Epoch Contrastive Refinement and Dimensionality Reduction

description: This repository contains randomly sampled subsets of several widely used public text datasets, including AG News, BBC News, HuffPost News, and Yahoo Answers, along with the experimental code used in this study. The subsets were created to enable controlled and reproducible clustering experiments while preserving the original category distributions.

The primary goal of this work is to study text clustering behavior in high-dimensional embedding spaces and to evaluate whether a single-pass, geometry-aware clustering framework can produce stable and well-separated clusters. The proposed approach, named Single-E-Clust, focuses on improving the geometric structure of text representations rather than repeatedly optimizing clustering objectives.

All CSV files correspond to preprocessed versions of the sampled datasets. Each file contains raw text samples and their original labels, which are retained exclusively for evaluation and are not used during clustering. The preprocessing pipeline is implemented in Preprocess.py and includes text normalization and cleaning steps to remove redundant elements that do not contribute positively to clustering performance.

The core method and its ablation study are implemented in Single-E-Clust.py. The proposed framework follows a sequential pipeline in which documents are first encoded using a base SBERT model, followed by intrinsic dimensionality estimation and dimensionality reduction with UMAP to obtain geometrically meaningful low-dimensional representations. K-Means clustering is then applied to generate pseudo-labels, which are used to fine-tune SBERT with a supervised contrastive loss. This fine-tuning is deliberately restricted to a single epoch to avoid excessive embedding compactness caused by pseudo-label supervision. The resulting fine-tuned SBERT model is used to generate the final embeddings for clustering.

The impact of different epoch counts on clustering performance is analyzed using Epoch_Compare.py, while Tsne_Panel.py provides t-SNE–based visualizations for qualitative comparison of embedding geometry and cluster separability.
DOI: 10.17632/55g37wc9r3.1
title: A Holistic Framework for SBERT-Based Text Clustering via Single-Epoch Contrastive Refinement and Dimensionality Reduction

description: This repository contains randomly sampled subsets of several widely used public text datasets, including AG News, BBC News, HuffPost News, and Yahoo Answers, along with the experimental code used in this study. The subsets were created to enable controlled and reproducible clustering experiments while preserving the original category distributions.

The primary goal of this work is to study text clustering behavior in high-dimensional embedding spaces and to evaluate whether a single-pass, geometry-aware clustering framework can produce stable and well-separated clusters. The proposed approach, named Single-E-Clust, focuses on improving the geometric structure of text representations rather than repeatedly optimizing clustering objectives.

All CSV files correspond to preprocessed versions of the sampled datasets. Each file contains raw text samples and their original labels, which are retained exclusively for evaluation and are not used during clustering. The preprocessing pipeline is implemented in Preprocess.py and includes text normalization and cleaning steps to remove redundant elements that do not contribute positively to clustering performance.

The core method and its ablation study are implemented in Single-E-Clust.py. The proposed framework follows a sequential pipeline in which documents are first encoded using a base SBERT model, followed by intrinsic dimensionality estimation and dimensionality reduction with UMAP to obtain geometrically meaningful low-dimensional representations. K-Means clustering is then applied to generate pseudo-labels, which are used to fine-tune SBERT with a supervised contrastive loss. This fine-tuning is deliberately restricted to a single epoch to avoid excessive embedding compactness caused by pseudo-label supervision. The resulting fine-tuned SBERT model is used to generate the final embeddings for clustering.

The impact of different epoch counts on clustering performance is analyzed using Epoch_Compare.py, while Tsne_Panel.py provides t-SNE–based visualizations for qualitative comparison of embedding geometry and cluster separability.
DOI: 10.15159/phytop.167
title: Kaasjärv

description: Phytoplankton biomass, diversity and abundance in samples collected from Lake Kaasjärv during the period 1971 and 1994.
DOI: 10.15468/dl.5tjgbb
title: Occurrence Download

description: A dataset containing 60840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perca fluviatilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1985",
 "Year is less than or equal to 1989"
 ]
}

 The dataset includes 60840 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005859-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15006081
title: Source code and data for ILL experiment #4-01-1820

description: ILL Experiment 4-01-1820



Directory: ./data

DOI: https://doi.org/10.5291/ILL-DATA.4-01-1820

Date: 18/mar/2024 - 22/mar/2024 (ILL reactor cycle 20241)

Instrument: Thales, https://www.ill.eu/for-all-users/instruments/instruments-list/thales

Data policy: https://www.ill.eu/users/user-guide/after-your-experiment/data-management

Used in the following publication: Phys. Rev. B 113, L020414 (2026)

Experimental team: 





Name
Affiliation
Roles


Weber Tobias
ILL Grenoble
Main proposer, Lab responsible, Experimenter


Steffens Paul
ILL Grenoble
Local contact


Stekiel Michal
JCNS, FRM-II Garching
Proposer


Helmuth Berger
EPFL
Crystal grower


Pfleiderer Christian
TUM, FRM-II Garching
Proposer




 

Source Code for Experiment 4-01-1820



Directory: ./scripts

Author: Tobias Weber

License: GPLv3, see ./scripts/LICENSE

Software needed for data treatment scripts:



Takin: 



https://github.com/illgrenoble/takin

https://doi.org/10.5281/zenodo.4117437



Magpie: 



https://github.com/ILLGrenoble/magpie

https://doi.org/10.5281/zenodo.16180814
DOI: 10.5281/zenodo.16600991
title: Source code and data for ILL experiment #4-01-1820

description: ILL Experiment 4-01-1820



Directory: ./data

DOI: https://doi.org/10.5291/ILL-DATA.4-01-1820

Date: 18/mar/2024 - 22/mar/2024 (ILL reactor cycle 20241)

Instrument: Thales, https://www.ill.eu/for-all-users/instruments/instruments-list/thales

Data policy: https://www.ill.eu/users/user-guide/after-your-experiment/data-management

Used in the following publication: Phys. Rev. B 113, L020414 (2026)

Experimental team: 





Name
Affiliation
Roles


Weber Tobias
ILL Grenoble
Main proposer, Lab responsible, Experimenter


Steffens Paul
ILL Grenoble
Local contact


Stekiel Michal
JCNS, FRM-II Garching
Proposer


Helmuth Berger
EPFL
Crystal grower


Pfleiderer Christian
TUM, FRM-II Garching
Proposer




 

Source Code for Experiment 4-01-1820



Directory: ./scripts

Author: Tobias Weber

License: GPLv3, see ./scripts/LICENSE

Software needed for data treatment scripts:



Takin: 



https://github.com/illgrenoble/takin

https://doi.org/10.5281/zenodo.4117437



Magpie: 



https://github.com/ILLGrenoble/magpie

https://doi.org/10.5281/zenodo.16180814
DOI: 10.5878/eqbt-pz56
title: The Regional Western Sweden SOM Survey 2020
title: Den västsvenska SOM-undersökningen 2020
title: Väst-SOM 2020

description: The Regional Western Sweden SOM Survey has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka.

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.
description: Den västsvenska SOM-undersökningen har genomförts varje höst sedan 1992. Fram till 1997 omfattade studien Göteborg med kranskommuner. Undersökningen utökades sedan till att omfatta hela Västra Götalands län samt Kungsbacka kommun. Studien genomförs i samverkan med Västra Götalandsregionen och är en del av regionens långsiktiga utvärderingsarbete.

Flertalet frågor har ställts i många år och svaren bidrar till att bibehålla tidsserier som sträcker sig från undersökningens början 1992. Frågorna har tonvikt på attityder och beteenden inom områdena offentlig service och medier. Många av frågorna är identiska med frågor i den nationella SOM-undersökningen vilket ger möjlighet att jämföra data både på regional och på nationell nivå.
DOI: 10.5878/zw5y-vk10
title: The Regional Western Sweden SOM Survey 2020
title: Den västsvenska SOM-undersökningen 2020
title: Väst-SOM 2020

description: The Regional Western Sweden SOM Survey has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka.

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.
description: Den västsvenska SOM-undersökningen har genomförts varje höst sedan 1992. Fram till 1997 omfattade studien Göteborg med kranskommuner. Undersökningen utökades sedan till att omfatta hela Västra Götalands län samt Kungsbacka kommun. Studien genomförs i samverkan med Västra Götalandsregionen och är en del av regionens långsiktiga utvärderingsarbete.

Flertalet frågor har ställts i många år och svaren bidrar till att bibehålla tidsserier som sträcker sig från undersökningens början 1992. Frågorna har tonvikt på attityder och beteenden inom områdena offentlig service och medier. Många av frågorna är identiska med frågor i den nationella SOM-undersökningen vilket ger möjlighet att jämföra data både på regional och på nationell nivå.