cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14791832.v1
title: Exploring the diverse career trajectories of general practice graduates in the French-speaking part of Belgium: An interview study

description: Several European countries face a shortage of general practitioners (GPs), in part due to GP attrition. Most studies of GP attrition have focussed on why GPs decide to leave. Yet understanding why GPs decide to remain may also elicit potential interventions to reduce attrition. This study examined GP graduates’ career trajectories and underlying decisions to elucidate the factors influencing GP attrition. We conducted semi-structured interviews of early to mid-career general practice graduates having completed training in Belgian French-speaking universities between 1999 and 2013. We sampled participants from three categories: full-time GPs, part-time GPs, no longer working as GPs. We analysed each participant’s career trajectory and broke it down into major phases. We performed thematic analysis of the factors influencing participants’ trajectories. We compared and contrasted trajectories to develop a typology of career trajectories. We identified six types of career trajectories: ‘stable’ (never considered leaving general practice), ‘reaffirmed’ (had considered leaving but made substantial changes whilst remaining), ‘reactional reorientations’ (had left to escape the challenges of general practice), ‘inspired reorientations’ (had left to pursue a different job), ‘reorientations out of loyalty’ (had never wanted to practice as GPs and had remained true to their original professional aspirations) and ‘mobiles’ (valued change and did not want to set-up practice). Reasons GPs leave the profession are multiple. The typology that emerged indicates that only some of the career trajectories would benefit from interventions to reduce attrition such as improving working conditions and providing psychological support for GPs.
DOI: 10.6084/m9.figshare.17040423.v1
title: Management of symptomatic patients with suspected mild-moderate COVID-19 in general practice. What was published within the first year of the pandemic? A scoping review

description: Most COVID-19 patients experience a mild course of the disease and can be managed in general practice. However, in the early pandemic, most research was conducted in secondary care. This scoping review aimed to identify original research published within the first year of the pandemic relevant to general practice regarding symptomatic, non-hospitalised patients with mild to moderate COVID-19 disease to provide an overview of published research. PubMed was searched for studies written in English, Swedish, Danish, or Norwegian published before 1 April 2021. Two authors screened all titles and abstracts and identified full texts. We screened 1303 titles and abstracts and retrieved 128 full texts. An additional 44 full-texts were obtained from references. After full-text reading, 79 articles were included, six of which were conducted in general practice, 20 in the community, 42 in hospitals, and 11 in other settings. Therapy and harm were investigated in randomised controlled trials in 11 out of 17 studies; the diagnosis was investigated using a diagnostic accuracy design in four out of 26 studies and prognosis in prospective studies in 10 out of 21 studies. The remaining 15 studies had other research questions. Although general practitioners in most countries must have been involved in managing patients with COVID-19, little research has been published from general practice during the first year of the pandemic. General practice research environments must be able to respond quickly in case of future pandemics.
DOI: 10.34740/kaggle/dsv/5827266
title: Balochi Language to English Translation Dataset
DOI: 10.34683/sr2776
title: StoneRounds Case: SR2776
title: Pattern Dystrophy

description: StoneRounds Case SR2776 was diagnosed with Pattern Dystrophy likely caused by mutations in the gene: PRPH2.
DOI: 10.22002/cbq80-25050
title: P41 tomogram data

description: Raw data files of P41 tomogram data
description: <strong>Tilt Series Date:</strong> 2016-01-15</p>
<strong>Data Taken By:</strong> Songye Chen</p>
<strong>Species / Specimen:</strong> Mycoplasma pneumoniae</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1.0°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -8.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Edward Sheppard from Duncan Krause's lab prepared the cell culture</p>
description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2016-01-15-10</p>atlas10015_full.rec,  Reconstruction (Pixel Size 1.56 nm), 356.4 MB  
        
<a role="button" class="ui compact mini button" href="https://renc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2016-01-15-10/3dimage_72715/atlas10015_full.rec"
        > <i class="download icon"></i> Download </a></p>

        atlas10015.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.7 GB  
        
<a role="button" class="ui compact mini button" href="https://renc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2016-01-15-10/rawdata/atlas10015.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.17632/69s3z82kkn.1
title: A dataset of rural e-commerce in China

description: The dynamic panel data set of 225 prefecture-level cities in China from 2010 to 2019.
DOI: 10.34683/sr114
title: StoneRounds Case: SR114
title: Bardet Biedl Syndrome

description: StoneRounds Case SR114 was diagnosed with Bardet Biedl Syndrome likely caused by mutations in the gene: BBS1.
DOI: 10.17632/dbcpnvkw8c.1
title: Soil hyperspectral and soil organic carbon

description: This study hypothesized that integrating multiscale wavelet decomposition (CWT/DWT) with machine learning (ML) enhances soil organic carbon (SOC) estimation in arid lakeside oases. Using 82 soil samples with VNIR spectra, CWT at scales 1-5 reduced noise by 19.21% vs DWT. CWT-1-CARS-RF achieved optimal accuracy (R²=0.79, RPD=2.23), with 49.04% R² and 58.23% RPD improvements via feature selection. Sensitive bands were 401-504 nm (visible) and 1638-2369 nm (NIR). Spatial validation showed 91.3% consistency, confirming robust SOC mapping via wavelet-ML synergy.
DOI: 10.15468/dl.ccbxje
title: Occurrence Download

description: A dataset containing 387181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is Kentucky",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 387181 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022145-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7zj8vnncck
title: FR and BP values of some typical influencing factors

description: Please, see the dataset used in the manuscript
DOI: 10.17632/7zj8vnncck.1
title: FR and BP values of some typical influencing factors

description: Please, see the dataset used in the manuscript
DOI: 10.17632/2yh5fp9yfk
title: Frailty, Nutrition, and Quality of Life in Urban-Dwelling Older Adults Facing Vulnerability: Observational Study in Primary Heath Care

description: Objective: To analyze the association between vulnerability, nutritional aspects, frailty, and quality of life (QoL) in older adults receiving care from Primary Health Care (PHC) services in an urban area.
Methods: This was a cross-sectional study conducted with community-dwelling older adults. The following instruments were used to assess the variables of interest: the Vulnerable Elders Survey (VES-13), Mini Nutritional Assessment (MNA), Edmonton Frailty Scale (EFS), and the Medical Outcomes Study Short Form-36 (SF-36). Statistical procedures included association analyses, Spearman’s correlation, and binary logistic regression to identify predictors of the outcome.
Results: A total of 323 individuals participated in the study, of whom 148 (45.8%) were classified as vulnerable according to the VES-13. Vulnerability showed a moderate negative correlation with nutritional status (r = -0.38; p &lt; 0.001). Frailty (EFS) and quality of life (SF-36) showed strong correlations, especially in domains related to physical and functional aspects (r &gt; 0.49; p &lt; 0.050). Binary logistic regression revealed frailty (EFS) as the main predictor of vulnerability (R² = 0.20; p &lt; 0.001; OR = 1.35 [95% CI: 1.24–1.48]), with functional independence (R² = 0.25; p &lt; 0.001; OR = 3.96 [95% CI: 2.74–5.73]) and functional performance (R² = 0.17; p &lt; 0.001; OR = 3.21 [95% CI: 2.21–4.67]) being the domains that most strongly increased the odds of vulnerability.
Conclusion: There was a significant association between vulnerability, nutritional status, frailty, and quality of life. More refined analyses highlighted frailty, particularly in its functional domains, as a key predictor of vulnerability among older adults.
DOI: 10.17632/2yh5fp9yfk.1
title: Frailty, Nutrition, and Quality of Life in Urban-Dwelling Older Adults Facing Vulnerability: Observational Study in Primary Heath Care

description: Objective: To analyze the association between vulnerability, nutritional aspects, frailty, and quality of life (QoL) in older adults receiving care from Primary Health Care (PHC) services in an urban area.
Methods: This was a cross-sectional study conducted with community-dwelling older adults. The following instruments were used to assess the variables of interest: the Vulnerable Elders Survey (VES-13), Mini Nutritional Assessment (MNA), Edmonton Frailty Scale (EFS), and the Medical Outcomes Study Short Form-36 (SF-36). Statistical procedures included association analyses, Spearman’s correlation, and binary logistic regression to identify predictors of the outcome.
Results: A total of 323 individuals participated in the study, of whom 148 (45.8%) were classified as vulnerable according to the VES-13. Vulnerability showed a moderate negative correlation with nutritional status (r = -0.38; p &lt; 0.001). Frailty (EFS) and quality of life (SF-36) showed strong correlations, especially in domains related to physical and functional aspects (r &gt; 0.49; p &lt; 0.050). Binary logistic regression revealed frailty (EFS) as the main predictor of vulnerability (R² = 0.20; p &lt; 0.001; OR = 1.35 [95% CI: 1.24–1.48]), with functional independence (R² = 0.25; p &lt; 0.001; OR = 3.96 [95% CI: 2.74–5.73]) and functional performance (R² = 0.17; p &lt; 0.001; OR = 3.21 [95% CI: 2.21–4.67]) being the domains that most strongly increased the odds of vulnerability.
Conclusion: There was a significant association between vulnerability, nutritional status, frailty, and quality of life. More refined analyses highlighted frailty, particularly in its functional domains, as a key predictor of vulnerability among older adults.
DOI: 10.17632/3vp8cfd69c.1
title: State-of-charge estimation of medium and high voltage batteries using LSTM neural networks optimized with genetic algorithms - CODE and DATA

description: The research focuses on predicting the battery’s state-of-charge by using historical SOC data as training input, comparing two predictive techniques: LSTM neural networks optimized with genetic algorithms (LSTM+GA) and multiple linear regression (MLR). The results show that the LSTM+GA model presents superior metrics (MSE: 0.0223; RMSE: 0.1494; MAE: 0.181) in comparison with the MLR model (MSE: 0.1590; RMSE: 0.3987; MAE: 0.2925), excelling in solving complex and nonlinear problems.
DOI: 10.15468/dl.ddhecp
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lilium maritimum Kellogg",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-160430102343922/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdxjnb
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeandia mexicana Cruden"
 ]
}

 The dataset includes 520 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185876-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2s7zt6
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pabstiella sordida (Kraenzl.) Luer"
 ]
}

 The dataset includes 109 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182645-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4py22
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora berteroana Balb. ex DC."
 ]
}

 The dataset includes 62 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182644-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk7oi8
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.27899 15.01377,-61.37787 14.85985,-61.21307 14.51446,-61.0318 14.21114,-60.74615 14.28035,-60.69672 14.8333,-61.27899 15.01377))",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Iguana delicatissima Laurenti, 1768",
 "TaxonKey is Iguana iguana (Linnaeus, 1758)"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015652-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5l1fss
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apteryx owenii Gould, 1847"
 ]
}

 The dataset includes 481 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-160802083343578/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3vzyn
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Didemnum vexillum Kott, 2002"
 ]
}

 The dataset includes 498 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182642-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdfv5f
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185834-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nalg2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Pinus dahurica Fisch. ex Turcz.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024000-191105090559680/datasets/export for details.
DOI: 10.15468/dl.piqrnw
title: Occurrence Download

description: A dataset containing 193097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-75.443115 5.134714,-75.036621 5.364459,-74.641113 5.408210,-74.652099 4.554521,-74.641113 4.357365,-74.333496 4.127285,-74.597167 3.469557,-74.816894 3.195363,-75.025634 3.206332,-75.388183 3.151485,-75.520019 3.074695,-75.662841 2.899152,-75.794677 2.822344,-76.025390 2.822344,-76.168212 2.997898,-76.212158 3.392790,-75.970458 3.962900,-75.443115 5.134714))"
 ]
}

 The dataset includes 193097 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37c32d
title: Occurrence Download

description: A dataset containing 1812 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeandia flavescens (Schult. & Schult.f.) Cruden"
 ]
}

 The dataset includes 1812 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185843-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iryzk2
title: Occurrence Download

description: A dataset containing 875 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Echinocactus platyacanthus Link & Otto",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 875 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015655-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gc6qr
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Aloe ramosissima Pillans",
 "TaxonKey is Aloe dichotoma Masson",
 "TaxonKey is Aloe dichotoma subsp. pillansii (L.Guthrie) Zonn.",
 "TaxonKey is Aloe dichotoma subsp. ramosissima (Pillans) Zonn.",
 "TaxonKey is Aloe pillansii L.Guthrie"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ml6uzo
title: Occurrence Download

description: A dataset containing 443922 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Year 1980-2019",
 "HasCoordinate is true",
 "TaxonKey is Crataegus monogyna Jacq.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 443922 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022928-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvabe8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeandia falcata Cruden"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185842-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w1b3eh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassia absus Schumach. & Thonn."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k8me3
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Keiferia lycopersicella (Walsingham, 1897)"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140055-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eu549q
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeandia denticulata Cruden"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185836-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf7krb
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monticalia verticillata (Klatt) C.Jeffrey"
 ]
}

 The dataset includes 42 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182646-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9h3gq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynodon dactylon var. elegans Rendle"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000211-170814131059671/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68kna7
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Psarisomus dalhousiae (Jameson, 1835)"
 ]
}

 The dataset includes 263 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140057-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37mjyj
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeandia flexuosa Greenm."
 ]
}

 The dataset includes 213 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185845-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.