cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3kt8gyckfb.4
title: Risk of violence in elderly people in Brazil: representativeness of the age group // Risco de violência em pessoas idosas no Brasil: representatividade da faixa etária

description: This study aimed to identify the association and risk factors according to the age group of the elderly. This is an observational, cross-sectional study with a quantitative approach carried out with 200 elderly people assisted by Primary Care in Foz do Iguaçu, PR. They were surveyed using instruments for sociodemographic and health characterization, functionality (Lawton and Brody Scale for Instrumental Activities of Daily Living - IADL), frailty (Edmonton Frail Scale - EFE), depression (Geriatric Depression Scale- GDS-15), and risk of violence (Sclate Hwalek-Sengstock Elder Abuse Screening Test - H-S/EAST). The data were analyzed using Excel software version 2010 and the Statistical Package for the Social Sciences. Chi-square and Odds Ratio with 95% CI were used, with a p-value &lt; 0.05. For the 60-70 age group and the over-70 age group, the risk of violence was associated with schooling, functionality, depression, and frailty. The risk of violence was also associated with race for those aged over 70. All the results were significant for the group with no risk of violence. Violence against the elderly is a public health problem, and health managers need to work together to implement new public policy strategies aimed at promoting and protecting this segment of the population.
DOI: 10.17632/3kt8gyckfb.5
title: Sociodemographic profile, functionality, depression, and frailty as determinants for the risk of abuse and violence against older people in the community: An observational study conducted in Brazil

description: This study aimed to identify the association and risk factors according to the age group of the elderly. This is an observational, cross-sectional study with a quantitative approach carried out with 200 elderly people assisted by Primary Care in Foz do Iguaçu, PR. They were surveyed using instruments for sociodemographic and health characterization, functionality (Lawton and Brody Scale for Instrumental Activities of Daily Living - IADL), frailty (Edmonton Frail Scale - EFE), depression (Geriatric Depression Scale- GDS-15), and risk of violence (Sclate Hwalek-Sengstock Elder Abuse Screening Test - H-S/EAST). The data were analyzed using Excel software version 2010 and the Statistical Package for the Social Sciences. Chi-square and Odds Ratio with 95% CI were used, with a p-value &lt; 0.05. For the 60-70 age group and the over-70 age group, the risk of violence was associated with schooling, functionality, depression, and frailty. The risk of violence was also associated with race for those aged over 70. All the results were significant for the group with no risk of violence. Violence against the elderly is a public health problem, and health managers need to work together to implement new public policy strategies aimed at promoting and protecting this segment of the population.
DOI: 10.17632/3kt8gyckfb.6
title: Sociodemographic profile, functionality, depression, and frailty as determinants for the risk of abuse and violence against older people in the community: An observational study conducted in Brazil

description: This study aimed to identify the association and risk factors according to the age group of the elderly. This is an observational, cross-sectional study with a quantitative approach carried out with 200 elderly people assisted by Primary Care in Foz do Iguaçu, PR. They were surveyed using instruments for sociodemographic and health characterization, functionality (Lawton and Brody Scale for Instrumental Activities of Daily Living - IADL), frailty (Edmonton Frail Scale - EFE), depression (Geriatric Depression Scale- GDS-15), and risk of violence (Sclate Hwalek-Sengstock Elder Abuse Screening Test - H-S/EAST). The data were analyzed using Excel software version 2010 and the Statistical Package for the Social Sciences. Chi-square and Odds Ratio with 95% CI were used, with a p-value &lt; 0.05. For the 60-70 age group and the over-70 age group, the risk of violence was associated with schooling, functionality, depression, and frailty. The risk of violence was also associated with race for those aged over 70. All the results were significant for the group with no risk of violence. Violence against the elderly is a public health problem, and health managers need to work together to implement new public policy strategies aimed at promoting and protecting this segment of the population.
DOI: 10.17632/3kt8gyckfb.7
title: Sociodemographic profile, functionality, depression, and frailty as determinants for the risk of abuse and violence against older people in the community: An observational study conducted in Brazil

description: This study aimed to identify the association and risk factors according to the age group of the elderly. This is an observational, cross-sectional study with a quantitative approach carried out with 200 elderly people assisted by Primary Care in Foz do Iguaçu, PR. They were surveyed using instruments for sociodemographic and health characterization, functionality (Lawton and Brody Scale for Instrumental Activities of Daily Living - IADL), frailty (Edmonton Frail Scale - EFE), depression (Geriatric Depression Scale- GDS-15), and risk of violence (Sclate Hwalek-Sengstock Elder Abuse Screening Test - H-S/EAST). The data were analyzed using Excel software version 2010 and the Statistical Package for the Social Sciences. Chi-square and Odds Ratio with 95% CI were used, with a p-value &lt; 0.05. For the 60-70 age group and the over-70 age group, the risk of violence was associated with schooling, functionality, depression, and frailty. The risk of violence was also associated with race for those aged over 70. All the results were significant for the group with no risk of violence. Violence against the elderly is a public health problem, and health managers need to work together to implement new public policy strategies aimed at promoting and protecting this segment of the population.
DOI: 10.6084/m9.figshare.27087058
title: The role of the supervisor in self-regulated learning in the clinical environment: BEME Guide No. 89

description: Self-regulated learning (SRL) in medical education is important for successful learning and safe patient care. However, supervisors may be unaware of behaviours that explicitly facilitate or inhibit their students’ or residents’ SRL, therefore this BEME review explores the role of the supervisor in SRL in clinical environments. A qualitative systematic review using meta-aggregation was performed, seeking to draw on the knowledge of included studies and the participants those studies represent to create context-rich recommendations that are relevant and applicable to practice. Categories were developed from individual findings and then synthesised in the form of guidance. Twenty-two studies were included. Six categories were developed. A supervisor who facilitates SRL is: adaptive, engaged and supportive, builds trusting relationships, is knowledgeable, learner-centred, and crafts the architecture of the clinical learning environment. Within the categories, reciprocal trust and dialogue creates a positive cycle of supervisor-learner engagement which facilitates SRL, but due to the power imbalance inherent in the supervisor-learner relationship, the supervisor needs to make the first move. The curriculum has an important role to play in fostering supervisor-learner relationships. Supervisor beliefs about their role, and the architecture of the clinical learning environment can facilitate or inhibit SRL.
DOI: 10.6084/m9.figshare.27087058.v1
title: The role of the supervisor in self-regulated learning in the clinical environment: BEME Guide No. 89

description: Self-regulated learning (SRL) in medical education is important for successful learning and safe patient care. However, supervisors may be unaware of behaviours that explicitly facilitate or inhibit their students’ or residents’ SRL, therefore this BEME review explores the role of the supervisor in SRL in clinical environments. A qualitative systematic review using meta-aggregation was performed, seeking to draw on the knowledge of included studies and the participants those studies represent to create context-rich recommendations that are relevant and applicable to practice. Categories were developed from individual findings and then synthesised in the form of guidance. Twenty-two studies were included. Six categories were developed. A supervisor who facilitates SRL is: adaptive, engaged and supportive, builds trusting relationships, is knowledgeable, learner-centred, and crafts the architecture of the clinical learning environment. Within the categories, reciprocal trust and dialogue creates a positive cycle of supervisor-learner engagement which facilitates SRL, but due to the power imbalance inherent in the supervisor-learner relationship, the supervisor needs to make the first move. The curriculum has an important role to play in fostering supervisor-learner relationships. Supervisor beliefs about their role, and the architecture of the clinical learning environment can facilitate or inhibit SRL.
DOI: 10.6084/m9.figshare.25967954
title: Did the students’ satisfaction rates at Avalon University School of Medicine correlate with the occurrence of accreditation site visits?

description: Accreditation of medical education programs can be observed from different perspectives. Regulatory/accreditation agencies consider it vital to assure a certain level of quality. Other stakeholders may perceive the accreditation process as a negative experience, draining resources, and efforts. Although accreditation may improve the program’s governance and administration, its direct or indirect impact on students must be further investigated. This study explores the relationship between the occurrence of accreditation site visits and student satisfaction rates at Avalon University School of Medicine. A comparison study was conducted with retrospective satisfaction data from two accreditation cycles at AUSOM. We used the Caribbean Accreditation Authority for Education in Medicine and Other Health Professions (CAAM-HP) student surveys for data collection, and data from 2017, 2019, and 2022 were used. The response rate was 70% (<i>n</i> = 71), 72% (<i>n</i> = 47), and 60% (<i>n</i> = 56) for basic science students and 80% (<i>n</i> = 111), 82% (<i>n</i> = 115), and 70% (<i>n</i> = 76) for clinical students in 2017, 2019, and 2022, respectively. The survey for basic sciences students included 37 questions/items, and the survey for clinical students included 39 questions/items. The responses for the questionnaire were on the five-point Likert scale. The retrospective data were evaluated using the unpaired Wilcoxon-rank sum test. The ratings for the basic science students’ survey increased from 2017 to 2019 (first accreditation cycle) only for 11 items/questions and they were increased from 2019 to 2022 for all items/questions. The ratings for clinical science students’ surveys increased from 2017 to 2019 (the first accreditation cycle) for all items/questions with a statistically significant <i>p</i>-value. They increased for 28 questions/items from 2019 to 2022, and two items (availability and adequacy of career counseling) showed statistically significant p-values. The pre-accreditation preparation and the self-evaluation process while correcting the program’s deficiencies are essential triggers for the quality improvement process associated with accreditation.
DOI: 10.6084/m9.figshare.25967954.v1
title: Did the students’ satisfaction rates at Avalon University School of Medicine correlate with the occurrence of accreditation site visits?

description: Accreditation of medical education programs can be observed from different perspectives. Regulatory/accreditation agencies consider it vital to assure a certain level of quality. Other stakeholders may perceive the accreditation process as a negative experience, draining resources, and efforts. Although accreditation may improve the program’s governance and administration, its direct or indirect impact on students must be further investigated. This study explores the relationship between the occurrence of accreditation site visits and student satisfaction rates at Avalon University School of Medicine. A comparison study was conducted with retrospective satisfaction data from two accreditation cycles at AUSOM. We used the Caribbean Accreditation Authority for Education in Medicine and Other Health Professions (CAAM-HP) student surveys for data collection, and data from 2017, 2019, and 2022 were used. The response rate was 70% (<i>n</i> = 71), 72% (<i>n</i> = 47), and 60% (<i>n</i> = 56) for basic science students and 80% (<i>n</i> = 111), 82% (<i>n</i> = 115), and 70% (<i>n</i> = 76) for clinical students in 2017, 2019, and 2022, respectively. The survey for basic sciences students included 37 questions/items, and the survey for clinical students included 39 questions/items. The responses for the questionnaire were on the five-point Likert scale. The retrospective data were evaluated using the unpaired Wilcoxon-rank sum test. The ratings for the basic science students’ survey increased from 2017 to 2019 (first accreditation cycle) only for 11 items/questions and they were increased from 2019 to 2022 for all items/questions. The ratings for clinical science students’ surveys increased from 2017 to 2019 (the first accreditation cycle) for all items/questions with a statistically significant <i>p</i>-value. They increased for 28 questions/items from 2019 to 2022, and two items (availability and adequacy of career counseling) showed statistically significant p-values. The pre-accreditation preparation and the self-evaluation process while correcting the program’s deficiencies are essential triggers for the quality improvement process associated with accreditation.
DOI: 10.17632/fs8jfjnxsb.1
title: supplemental files: Boolean models and their application to Parkinson's disease

description: The supplemental files include boolean models and supporting results that complement the main findings of the study.
DOI: 10.17632/5rt37xgpxc.1
title: Axial Bearing capacity of CCFST with Concrete Compressive strength tested by 861 Cylinder samples (150*300)

description: This dataset includes 55 published CCFST axial loading test data, with a total of 861 samples. The concrete compressive strength test adopts 150*300 cylinder test to ensure the consistency of data. In addition, for better ML modeling, the data set is enhanced with secondary features.
DOI: 10.15468/dl.b278ja
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.00950 43.86376,7.94618 43.86376,7.94618 44.23827,7.00950 44.23827,7.00950 43.86376))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campylium stellatum (Hedw.) Lange & C.E.O.Jensen"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010871-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfcdjw
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acizzia uncatoides (Ferris & Klyver, 1932)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 285 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010872-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mf6dmrkhh6.1
title: Rose Leaf Nutritient Deficiency Dataset

description: Title: Rose Leaf Nutritional Deficiency Dataset

Authors: Abu Raihan, Abdul Hasib Uddin, Syed Muntasin Fayaz, Jafrul Sadik, Meraj Ahmmed

Affiliations: Department of Computer Science and Engineering, Khwaja Yunus Ali University, Sirajganj, Bangladesh

Description:
This dataset contains high-resolution images of rose leaves affected by four nutrient deficiencies—heat stress, magnesium deficiency, phosphorus deficiency, and iron deficiency—along with a healthy leaf class. The images were collected over six months from multiple rose gardens in Sirajganj, Bangladesh, using various smartphone cameras under natural lighting. After pre-processing, 539 raw images were retained, and augmentation increased the dataset to 1,500 images. The dataset is well-structured and serves as a benchmark for training machine learning and deep learning models for automated plant health assessment.

Subject Areas: Computer Science, Agriculture Science, AI, Computer Vision, Pattern Recognition

Data Format: JPG images (processed and filtered)

Data Collection:

Captured with smartphones (Redmi Note 10 Pro Max, iPhone 8, Realme X) in different lighting conditions.
Organized into five labeled categories, split into an 80:20 ratio for training and testing.
Usage Notes:
Ideal for developing AI models in plant health classification, image-based diagnosis, and precision agriculture. It supports early nutrient deficiency detection, improving rose cultivation efficiency.
DOI: 10.15468/dl.tjmxn8
title: Occurrence Download

description: A dataset containing 103444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lymantria dispar Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103444 records from 686 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010862-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8k4zs74njz.1
title: Prize-collecting generalized minimum spanning tree: Instances

description: Instances for the prize-collecting generalized minimum spanning tree problem.
The original set contains the instances group G1 provided by MARZO, R. G.; RIBEIRO, C. C. in the article "A GRASP with path-relinking and restarts heuristic for the prize-collecting generalized minimum spanning tree problem." 
The others groups CC, \mu3, \mu5, \mu7 and \mu9 were provided by CONTRERAS-BOLTON, C.; PARADA, V MARZO, R. G.; RIBEIRO, C. C. in "An effective two-level solution approach for the prize-collecting generalized minimum spanning tree problem by iterated lo-
cal search."

The set of reduced instances contains the same instances with applying the reduced rules.
DOI: 10.17632/fk8vtdmxfk.1
title: A Method for the Extraction of Apocynum venetum L. Spatial Distribution in Yuli County, Xinjiang, via an Improved SegFormer Network

description: The collection of ground survey data is essential for creating more accurate samples during classification and for validating the subsequent identification and extraction accuracy of Apocynum. Ground surveys of Apocynum were conducted within the study area on 25 August, 2023, to obtain sample data for Apocynum within the plots. Photographs of the actual sample points were taken and preserved, and the latitude and longitude coordinates of each feature block, as well as the crop type, were recorded to facilitate the creation of training labels, which allows for a better grasp of the characteristics of the Apocynum. Based on the actual ground survey and visual interpretation, a total of 6,175 Apocynum sample points were obtained in an area of Yuli County where the Apocynum distribution is relatively dense (86.5°E, 41.3°N).The data for this study comes from field ecological surveys. No plant specimens were collected. Species were identified based on morphological features observed in the field. All necessary permits and permissions for the field research have been obtained.
DOI: 10.17632/g5v9dw98pc.1
title: Minimum Wage and Unemployment in Russia: A New Look on an Old Construct

description: This file contains data files and do files to replicate the empirical results in the paper.In the paper, we investigate the unemployment effects of the minimum wage policy in Russia. Using region-level data, we show that a 1% increase in the minimum wage raises the unemployment rate among young workers by 0.05 percentage points but does not affect older workers. Additionally, we find that the minimum wage increases the share of the labor force employed informally. We corroborate these ndings by leveraging a sudden 63% increase in the minimum wage in Kamchatka in 2012 as a natural experiment. Importantly, we show that the magnitude of employment responses to minimum wage changes depends on the elasticity of capital-labor substitution, with stronger effects in industries where capital and labor can be substituted more easily. When capital-labor substitution is not feasible, employers respond to minimum wage increases by hiring workers informally. Finally, consistent with increased separations among young workers and informal recruitment, we find limited income effects of the policy.
DOI: 10.17632/d26wht4zyr.1
title: High-resolution bathymetric dataset of Lake Issyk, Kazakhstan: new insights into the morphology of a mountain reservoir

description: The collection contains raster and vector data acquired during the bathymetric study of Lake Issyk. The primary data is provided as a digital elevation model of the lakebed, stored in GeoTIFF format. The raster file (Esik_DEM.tif) possesses a spatial resolution of 1 meter and offers comprehensive data on the depths and morphology of the lakebed. 
A The digital elevation model (Esik_DEM.tif) is created based on a shapefile with point data representing depth values reduced to the corresponding coordinates. Spatial sampling algorithms were employed to generate the point shapefile. Employing an echo sounder with a data gathering interval of 1-2 seconds ensured the data's accuracy. The error in-depth readings is ±0.5% of the observed depth, attributable to the features of the echo sounder and external influences, including vessel speed and weather conditions. Nonetheless, the impact of these effects is mitigated due to the cyclical nature of data gathering.
DOI: 10.17632/d26wht4zyr.3
title: High-resolution bathymetric dataset of Lake Issyk, Kazakhstan: new insights into the morphology of a mountain reservoir

description: The collection contains raster and vector data acquired during the bathymetric study of Lake Issyk. The primary data is provided as a digital elevation model of the lakebed, stored in GeoTIFF format. The raster file (Esik_DEM.tif) possesses a spatial resolution of 1 meter and offers comprehensive data on the depths and morphology of the lakebed. 
A The digital elevation model (Esik_DEM.tif) is created based on a shapefile with point data representing depth values reduced to the corresponding coordinates. Spatial sampling algorithms were employed to generate the point shapefile. Employing an echo sounder with a data gathering interval of 1-2 seconds ensured the data's accuracy. The error in-depth readings is ±0.5% of the observed depth, attributable to the features of the echo sounder and external influences, including vessel speed and weather conditions. Nonetheless, the impact of these effects is mitigated due to the cyclical nature of data gathering.
DOI: 10.17632/nwmtcvrhr4.1
title: Cohousing and cross-fostering are insufficient to overcome the genetic shaping of the gut microbiomes

description: 16S rRNA-seq raw and processed data for the manuscript entitled "Cohousing and cross-fostering are insufficient to overcome the genetic shaping of the gut microbiomes."