cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s22m68sx39.1
title: The effect of the modeling created by assigning the verbal component score to the Glasgow Coma Scale and adding pupillary reaction on the determination of morbidity/mortality in patients with traumatic brain injury

description: The study data were collected by the investigators through face-to-face assessment using the following scales;
Case report form: It consists of a total of 14 questions including socio-demographic, trauma and vital signs of the patients.
Modification of the Pupil LR score to obtain the Modified GCS-P (mGCS-P) score;
In the study which it was first derived from, the LR score was evaluated as 0-2 points and subtracted from the total GCS score to obtain a GCS-P total score between 1-15 points [5]. In our study, pupil LR was modified as follows to increase the weight of abnormal pupil LR scores and to evaluate patients with anisocoria in a separate category despite positive LR on both sides;
• Both pupils react to light and there is no anisocoria - 0 points,
• Anisocoria despite bilateral positive light reflex -1 points,
• If one pupil does not react to light -2 points,
• Both pupils do not respond to light -3 points,
These scores were subtracted from the GCS total score to obtain the mGCS-P total score (0-15). 
In our study, the first GCS performed by neurosurgery residents who were blinded to the study and not included in the study after the admission of the patients to the hospital and the pupillary LR findings during this evaluation were used. The pupillary evaluation was performed with the same light source, approximately 20-30 cm above the eye, and each pupil was evaluated separately by opening the eyelids by the evaluator if the patient could open his/her own eyes or by the patient himself/herself if not [10, 11]. Pre-hospital data were not included in the study. In the hospital where the study was conducted, GCS and pupillary assessment are routinely evaluated hourly or every four/six hours depending on the general condition of the patient with TBI. Pupil size was assessed in mm using the French Catheter Scale [10]. A difference of ≥ 1 mm between pupil sizes was considered as anisocoria. Bilateral pupils ≥ 4 mm in diameter were defined as fixed and dilated pupils.
Glasgow outcome scale: The scale is classified into five categories ranging from death to full recovery. A score of four or five on the scale is classified as a favorable functional outcome, while a score of two or three is classified as an unfavorable functional outcome.
Abbreviated injury scale-head: It is an anatomical scoring system used to classify and describe injury severity . In this scale, there is a scoring system ranging from one to six for injuries. In the scoring system, one point indicates a minor injury, five points indicate a critical injury, and six points indicate an injury incompatible with life.
Marshall Computed Tomography (CT) classification: In this classification based on brain 
CT findings, patients are divided into six categories ranging from normal CT findings to the presence of a non-surgically evacuated, high or mixed density lesion.
DOI: 10.5281/zenodo.18305034
title: Cy3 sequence depende
DOI: 10.17632/jk6trsxbfb
title: Characterizing mercury and metal concentrations in soil and sediment within gold mined areas of Guyana

description: Mercury (Hg) and metals (As, Cd, Co, Cu, Mn, Ni, Pb, and Zn) concentrations in soils and sediments collected from two gold mines in Guyana (Frenchman and Mahdia, Potaro Mining District) to better understand the degree of contamination locally. Data related to soil and sediment physicochemical properties (pH, OM, texture) are included.
DOI: 10.17632/jk6trsxbfb.1
title: Characterizing mercury and metal concentrations in soil and sediment within gold mined areas of Guyana

description: Mercury (Hg) and metals (As, Cd, Co, Cu, Mn, Ni, Pb, and Zn) concentrations in soils and sediments collected from two gold mines in Guyana (Frenchman and Mahdia, Potaro Mining District) to better understand the degree of contamination locally. Data related to soil and sediment physicochemical properties (pH, OM, texture) are included.
DOI: 10.17632/gc9wmvdtfp
title: PNI and DR

description: We collected data from NHANES 2001-2018, which includes all test results of participants related to DR. Propensity score matching, weighted logistic regression analysis, and XGBoost algorithm models were used to explore the correlation between PNI and the occurrence of DR. The results indicate that PNI is a protective factor against DR occurrence.
DOI: 10.17632/gc9wmvdtfp.1
title: PNI and DR

description: We collected data from NHANES 2001-2018, which includes all test results of participants related to DR. Propensity score matching, weighted logistic regression analysis, and XGBoost algorithm models were used to explore the correlation between PNI and the occurrence of DR. The results indicate that PNI is a protective factor against DR occurrence.
DOI: 10.17632/rjz72vnwgy.3
title: Dataset Sustainable Open Access in Latin America: An Analysis of Business Models, Challenges, and Strategic Pathways

description: Open access scientific journals in Latin America sustain themselves financially when backed by stable institutional and government support. Studies report that diamond models—eschewing Article Processing Charges in favor of public or internal funding—tend to secure reliable funding and achieve inclusion in international indexes such as Web of Science, Scopus, SciELO, RedALyC, and Latindex. Several analysts note that journals employing hybrid models, which combine APCs with institutional subsidies, face challenges that may increase financial pressure on researchers. In contrast, the use of open-source infrastructures, collaborative networks, and quality control measures further strengthens both economic viability and global visibility.

Diamond models utilizing institutional funding, combined with open-source infrastructure and quality control measures, enable Latin American open access journals to maintain financial stability and achieve international recognition.
DOI: 10.17632/wxdnxzm8g8
title: Synergistic Interfacial and Multi-omics Regulation of La3+/Gd3+ Biomineralization by Micromonospora auratinigra

description: Synergistic Interfacial and Multi-omics Regulation of La3+/Gd3+ Biomineralization by Micromonospora auratinigra Research Data
DOI: 10.17632/wxdnxzm8g8.1
title: Synergistic Interfacial and Multi-omics Regulation of La3+/Gd3+ Biomineralization by Micromonospora auratinigra

description: Synergistic Interfacial and Multi-omics Regulation of La3+/Gd3+ Biomineralization by Micromonospora auratinigra Research Data
DOI: 10.17632/f66mp68zzk
title: Comparative analysis of high-resolution GCMs and RCMs ensembles in simulating and projecting compound extreme events in China

description: The final mapping data of the paper “Comparative analysis of high-resolution GCMs and RCMs ensembles in simulating and projecting compound extreme events in China"
DOI: 10.17632/f66mp68zzk.2
title: Comparative analysis of high-resolution GCMs and RCMs ensembles in simulating and projecting compound extreme events in China

description: The final mapping data of the paper “Comparative analysis of high-resolution GCMs and RCMs ensembles in simulating and projecting compound extreme events in China"
DOI: 10.17632/bxmfvjpvgn
title: Data for: Three-dimensional modeling of flow structure and sediment transport in a large bifurcation-confluence system

description: This dataset contains the numerical simulation results and validation data presented in the associated study. The data provides a comprehensive high-resolution characterization of hydrodynamic parameters and sediment dynamics within a complex bifurcation-confluence fluvial system.

Data Processing and Software Compatibility
File Format: The simulation was originally performed using FVCOM (Finite-Volume Community Ocean Model), which generates output in NetCDF (.nc) format.
Integrated Results (.ipk): To facilitate visualization and post-processing, the raw NetCDF data were imported into Tecplot 360 and saved as .ipk (Tecplot Layout Package) files.
Data Integrity: Please note that raw .nc files are not included in this repository because the provided .ipk files already encompass all the necessary spatial data, mesh information, and variable attributes required to reproduce or export the results shown in Figures 6-13.

Dataset Contents
Validation and Calibration Data (Figures 2-5):
Figures 2-3: Velocity profiles and suspended sediment concentration (SSC) at the thalweg of each section during the calibration process (Medium discharge: 22,600 m³/s).
Figures 4-5: Velocity profiles and SSC at the thalweg of each section during the validation process (High discharge: 30,900 m³/s).
Analytical and Relationship Data for Discussions (Figures 14-15):
Figure 14: Logarithmic linear relationship between secondary current strength and various bifurcation cases with different width-to-depth ratios.
Figure 15: Sediment diversion ratios under different distribution patterns of inlet sediment.
DOI: 10.17632/bxmfvjpvgn.1
title: Data for: Three-dimensional modeling of flow structure and sediment transport in a large bifurcation-confluence system

description: This dataset contains the numerical simulation results and validation data presented in the associated study. The data provides a comprehensive high-resolution characterization of hydrodynamic parameters and sediment dynamics within a complex bifurcation-confluence fluvial system.

Data Processing and Software Compatibility
File Format: The simulation was originally performed using FVCOM (Finite-Volume Community Ocean Model), which generates output in NetCDF (.nc) format.
Integrated Results (.ipk): To facilitate visualization and post-processing, the raw NetCDF data were imported into Tecplot 360 and saved as .ipk (Tecplot Layout Package) files.
Data Integrity: Please note that raw .nc files are not included in this repository because the provided .ipk files already encompass all the necessary spatial data, mesh information, and variable attributes required to reproduce or export the results shown in Figures 6-13.

Dataset Contents
Validation and Calibration Data (Figures 2-5):
Figures 2-3: Velocity profiles and suspended sediment concentration (SSC) at the thalweg of each section during the calibration process (Medium discharge: 22,600 m³/s).
Figures 4-5: Velocity profiles and SSC at the thalweg of each section during the validation process (High discharge: 30,900 m³/s).
Analytical and Relationship Data for Discussions (Figures 14-15):
Figure 14: Logarithmic linear relationship between secondary current strength and various bifurcation cases with different width-to-depth ratios.
Figure 15: Sediment diversion ratios under different distribution patterns of inlet sediment.
DOI: 10.17632/tyhg38sx3c
title: prosess data

description: process data
DOI: 10.17632/tyhg38sx3c.1
title: prosess data

description: process data
DOI: 10.17632/h2mdzvtj5c
title: Tackling Labor Market Inequalities Through Minimum and Maximum Wages: Replication files

description: This repository hosts the replication files for the article "Tackling Labour Market Inequalities Through Minimum and Maximum Wages." Detailed instructions can be found in the file README.pdf.
DOI: 10.5281/zenodo.18305056
title: Rhynchospora scutellata Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18305057
title: Rhynchospora scutellata Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.17632/h2mdzvtj5c.1
title: Tackling Labor Market Inequalities Through Minimum and Maximum Wages: Replication files

description: This repository hosts the replication files for the article "Tackling Labour Market Inequalities Through Minimum and Maximum Wages." Detailed instructions can be found in the file README.pdf.
DOI: 10.17632/rny2398k49
title: Notas

description: Notas de primer trimestre
DOI: 10.17632/rny2398k49.1
title: Notas

description: Notas de primer trimestre
DOI: 10.15468/dl.a3peax
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.494 2.527177, 103.423669 2.521609, 103.355072 2.50504, 103.289899 2.477879, 103.229755 2.440796, 103.176123 2.394704, 103.130324 2.34074, 103.093483 2.280232, 103.066509 2.214671, 103.050063 2.145673, 103.04455 2.074936, 103.050103 2.004202, 103.066584 1.935212, 103.093587 1.869666, 103.130445 1.809175, 103.176251 1.75523, 103.229877 1.709158, 103.290002 1.672092, 103.355147 1.644946, 103.423709 1.628386, 103.494 1.62282, 103.564291 1.628386, 103.632853 1.644946, 103.697998 1.672092, 103.758123 1.709158, 103.811749 1.75523, 103.857555 1.809175, 103.894413 1.869666, 103.921416 1.935212, 103.937897 2.004202, 103.94345 2.074936, 103.937937 2.145673, 103.921491 2.214671, 103.894517 2.280232, 103.857676 2.34074, 103.811877 2.394704, 103.758245 2.440796, 103.698101 2.477879, 103.632928 2.50504, 103.564331 2.521609, 103.494 2.527177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000561-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vhskysngsv
title: AS-AD

description: Identifying risk markers for atherosclerosis and aortic dissection by combining machine learning and bioinformatics
DOI: 10.17632/vhskysngsv.1
title: AS-AD

description: Identifying risk markers for atherosclerosis and aortic dissection by combining machine learning and bioinformatics
DOI: 10.15468/dl.3mbb2u
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 COUNT(*) total_registros
FROM
 occurrence
WHERE
 occurrence.countrycode = 'CL'
 AND occurrence."year" &gt;= 2022
 AND (occurrence.iucnredlistcategory IN ('CR', 'EN', 'VU', 'NT') OR occurrence.establishmentmeans.concept = 'NATIVE')

 The dataset's 1 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000546-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sh3ggzn2vt
title: Pandemic Preparedness

description: Pandemic Preparedness
DOI: 10.17632/sh3ggzn2vt.1
title: Pandemic Preparedness

description: Pandemic Preparedness
DOI: 10.17632/6r6zyjd986
title: Non-response of basal cell carcinomas to immune checkpoint inhibition therapy for melanoma: A Case Series

description: Supplemental figures for "Non-response of basal cell carcinomas to immune checkpoint inhibition therapy for melanoma: A Case Series" in JAAD Case Reports.
DOI: 10.17632/6r6zyjd986.1
title: Non-response of basal cell carcinomas to immune checkpoint inhibition therapy for melanoma: A Case Series

description: Supplemental figures for "Non-response of basal cell carcinomas to immune checkpoint inhibition therapy for melanoma: A Case Series" in JAAD Case Reports.
DOI: 10.15468/5c2uuz
title: Oreonebria (Marggia) bluemlisalpicola sp. nov., eine neue hochalpine Laufkäferart der nordwestlichen Schweizer Alpen (Coleoptera: Carabidae, Nebriinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Szallies, Alexander, Huber, Charles (2014): Oreonebria (Marggia) bluemlisalpicola sp. nov., eine neue hochalpine Laufkäferart der nordwestlichen Schweizer Alpen (Coleoptera: Carabidae, Nebriinae). Contributions to Natural History 25: 5-21, DOI: 10.5169/seals-787041ABSTRACT Oreonebria (Marggia) bluemlisalpicola sp. nov., endemic to the Northwestern Alps of Switzerland, is described. The new species is closely related to O. (Marggia) bremii (GERMAR, 1831), being distributed in the northeastern Alps. The distribution areas of the two species are not mutually exclusive; in a small area in the Berner Oberland both species occur sympatrically, but prefer different habitats.
DOI: 10.17632/cmpkhvn5zc
title: CR dye and Cr(VI) Adsorption Data sheet

description: Adsorption data (Kinetics, isotherm, initial concentration, contact time, pH, Dose, temperature, thermodynamics)
DOI: 10.17632/cmpkhvn5zc.1
title: CR dye and Cr(VI) Adsorption Data sheet

description: Adsorption data (Kinetics, isotherm, initial concentration, contact time, pH, Dose, temperature, thermodynamics)
DOI: 10.17632/4pbw4hwrfv
title: Use of Force Data with Skin Tone

description: The data uses predicted rates of arrest based on average RGB skin tone. Then is compares this to the actual observed skin tones of those that has force used in their arrest to see if followed.
DOI: 10.17632/4pbw4hwrfv.1
title: Use of Force Data with Skin Tone

description: The data uses predicted rates of arrest based on average RGB skin tone. Then is compares this to the actual observed skin tones of those that has force used in their arrest to see if followed.
DOI: 10.15468/dl.yxwn3h
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium palustre, Galium palustre, Galium palustre, Galium palustre)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 439 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000562-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14551869
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mwetmj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.719 2.529177, 102.648669 2.523609, 102.580072 2.50704, 102.514898 2.479879, 102.454755 2.442796, 102.401123 2.396704, 102.355323 2.34274, 102.318483 2.282232, 102.291508 2.216671, 102.275063 2.147673, 102.269549 2.076936, 102.275102 2.006202, 102.291583 1.937212, 102.318586 1.871666, 102.355445 1.811175, 102.401251 1.75723, 102.454877 1.711158, 102.515002 1.674092, 102.580147 1.646946, 102.648709 1.630386, 102.719 1.62482, 102.789291 1.630386, 102.857853 1.646946, 102.922998 1.674092, 102.983123 1.711158, 103.036749 1.75723, 103.082555 1.811175, 103.119414 1.871666, 103.146417 1.937212, 103.162898 2.006202, 103.168451 2.076936, 103.162937 2.147673, 103.146492 2.216671, 103.119517 2.282232, 103.082677 2.34274, 103.036877 2.396704, 102.983245 2.442796, 102.923102 2.479879, 102.857928 2.50704, 102.789331 2.523609, 102.719 2.529177))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000563-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc62k6
title: Occurrence Download

description: A dataset listing the 27 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-58.37605 -34.57749,-58.37074 -34.57663,-58.37544 -34.57393,-58.3818 -34.57441,-58.38361 -34.57322,-58.37827 -34.57274,-58.38051 -34.57104,-58.37916 -34.57038,-58.37126 -34.57483,-58.37615 -34.57181,-58.35986 -34.57165,-58.36194 -34.57065,-58.37616 -34.57166,-58.38023 -34.56985,-58.37979 -34.56831,-58.36826 -34.56723,-58.3801 -34.56823,-58.38071 -34.57012,-58.38147 -34.56843,-58.39032 -34.56934,-58.39127 -34.57061,-58.38665 -34.57323,-58.38794 -34.57488,-58.40013 -34.56935,-58.39972 -34.57081,-58.40265 -34.57415,-58.39656 -34.57851,-58.40055 -34.58448,-58.40618 -34.58346,-58.416 -34.59786,-58.39878 -34.59976,-58.38687 -34.5993,-58.38795 -34.59165,-58.3837 -34.5875,-58.39163 -34.58084,-58.38987 -34.57821,-58.38659 -34.57812,-58.37513 -34.58053,-58.37398 -34.57911,-58.37605 -34.57749))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2024-2026"
 ]
}

 The dataset's 27 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000555-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmun88
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium elongatum, Galium palustre, Galium palustre, Galium palustre, Galium palustre)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 453 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000564-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt2hpn
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is Records of amphibians and reptiles via iRecord",
 "Geometry POLYGON((-12.50563 47.95952,-1.03626 50.44388,1.69737 51.12019,4.01502 58.86323,-12.74334 62.10965,-12.50563 47.95952))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epidalea calamita",
 "Year 2021-2025"
 ]
}

 The dataset includes 141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000565-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18305086
title: Rhynchospora setigera Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53