cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr39506.v1
title: Visual Displays of Qualitative Data to Advance Patient Centered Outcomes Research [Methods Study], United States, 2015-2020
title: Version 1

description: Data collected from interviews and group discussions, called qualitative data, can help researchers understand people's experiences, values, and cultures. But large amounts of qualitative data can be hard to show in a way that's easy for people to understand.
In this study, the research team created charts called ethnoarrays. These charts use color coding to show individual stories and overall patterns in qualitative data. The team wanted to learn whether ethnoarrays were useful and easy to understand.
description: To develop a new qualitative data display, called an ethnoarray. The study had four specific aims. Aim 1 was to propose standards for qualitative rigor in PCOR. Aim 2 was to develop working ethnoarrays by conducting secondary analysis of ethnographic data from two previous studies of cancer patients' decision-making (individuals recruited from breast, melanoma, gastrointestinal, or genitourinary oncology clinics). Aim 3 sought to collect primary data from a new cohort of cancer patients (individuals recruited from clinics focused on lung cancer, hematological malignancies, or phase 1 clinical research) in order to test and refine methods for collecting and analyzing qualitative data intended for use in an ethnoarray. For aim 4 we engaged the project Stakeholder Advisory Board regarding the utility, potential uses and dissemination of the ethnoarray.
description: The research team developed a new type of qualitative data display called an ethnoarray. Ethnoarrays are charts that use color coding to reveal patterns within large qualitative data sets while preserving subject-centered narratives.
The research team used two methods to evaluate the usefulness and interpretability of ethnoarrays. First the team asked an advisory board of seven social scientists, six patients, two caregivers, and five clinicians to provide feedback on prototype ethnoarrays.
Then the research team used ethnoarrays to conduct a secondary data analysis of two sets of patient interviews: one set from 96 patients with late-stage cancer and another set from 36 patients who were newly diagnosed with breast cancer. The team identified concepts and behaviors, or themes, related to cancer treatment decision making within each of the two data sets. The ethnoarrays listed patients in the rows and themes in the columns. The color coding indicated the presence or absence of themes within an observation. The team developed statistical models that clustered patients together based on similarities in themes, which revealed patterns in the data.
description: Datasets: 
DS1: Visual Displays of Qualitative Data to Advance Patient Centered Outcomes Research [Methods Study], United States, 2015-2020
description: Patients with late stage cancer at a comprehensive cancer centers and patients with newly diagnosed breast cancer at a private oncology practice.
DOI: 10.3886/icpsr39506
title: Visual Displays of Qualitative Data to Advance Patient Centered Outcomes Research [Methods Study], United States, 2015-2020
title: Archival Version

description: Data collected from interviews and group discussions, called qualitative data, can help researchers understand people's experiences, values, and cultures. But large amounts of qualitative data can be hard to show in a way that's easy for people to understand.
In this study, the research team created charts called ethnoarrays. These charts use color coding to show individual stories and overall patterns in qualitative data. The team wanted to learn whether ethnoarrays were useful and easy to understand.
description: To develop a new qualitative data display, called an ethnoarray. The study had four specific aims. Aim 1 was to propose standards for qualitative rigor in PCOR. Aim 2 was to develop working ethnoarrays by conducting secondary analysis of ethnographic data from two previous studies of cancer patients' decision-making (individuals recruited from breast, melanoma, gastrointestinal, or genitourinary oncology clinics). Aim 3 sought to collect primary data from a new cohort of cancer patients (individuals recruited from clinics focused on lung cancer, hematological malignancies, or phase 1 clinical research) in order to test and refine methods for collecting and analyzing qualitative data intended for use in an ethnoarray. For aim 4 we engaged the project Stakeholder Advisory Board regarding the utility, potential uses and dissemination of the ethnoarray.
description: The research team developed a new type of qualitative data display called an ethnoarray. Ethnoarrays are charts that use color coding to reveal patterns within large qualitative data sets while preserving subject-centered narratives.
The research team used two methods to evaluate the usefulness and interpretability of ethnoarrays. First the team asked an advisory board of seven social scientists, six patients, two caregivers, and five clinicians to provide feedback on prototype ethnoarrays.
Then the research team used ethnoarrays to conduct a secondary data analysis of two sets of patient interviews: one set from 96 patients with late-stage cancer and another set from 36 patients who were newly diagnosed with breast cancer. The team identified concepts and behaviors, or themes, related to cancer treatment decision making within each of the two data sets. The ethnoarrays listed patients in the rows and themes in the columns. The color coding indicated the presence or absence of themes within an observation. The team developed statistical models that clustered patients together based on similarities in themes, which revealed patterns in the data.
description: Datasets: 
DS1: Visual Displays of Qualitative Data to Advance Patient Centered Outcomes Research [Methods Study], United States, 2015-2020
description: Patients with late stage cancer at a comprehensive cancer centers and patients with newly diagnosed breast cancer at a private oncology practice.
DOI: 10.15468/dl.uhp4gt
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiropotes utahicki"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064152-251120083545085/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.30940760
title: Supplementary Material

description: Supplementary MaterialBatoids; Blue Amazon; Conservation; Fishery resources; Sharks.
DOI: 10.6084/m9.figshare.30940760.v1
title: Supplementary Material

description: Supplementary MaterialBatoids; Blue Amazon; Conservation; Fishery resources; Sharks.
DOI: 10.25345/c59883156
title: MassIVE MSV000100319 - Saric Bonifacino SNX19-GFP_GFP Mass Spec
title: HEK293 cells were transfected with SNX19-GFP or GFP and GFP-Trap was performed according to supplier's protocol.
DOI: 10.34740/kaggle/dsv/14271683
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.yh4c7d
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cicer songaricum",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064153-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccy2d4j
title: CCDC 866237: Experimental Crystal Structure Determination

description: Related Article: Xue Xu, Hongjian Lu, J.V.Ruppel, Xin Cui, S.L.de Mesa, L.Wojtas, X.P.Zhang|2011|J.Am.Chem.Soc.|133|15292|doi:10.1021/ja2062506
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.3n9u57
title: Occurrence Download

description: A dataset containing 11710658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((29.36532 8.39023,61.17578 8.39023,61.17578 38.02266,29.36532 38.02266,29.36532 8.39023))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11710658 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064139-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18037546
title: Development of a 2D Interactive Video for Enhancing Student Engagement and Learning Outcomes in Biochemistry
DOI: 10.5281/zenodo.18037547
title: Development of a 2D Interactive Video for Enhancing Student Engagement and Learning Outcomes in Biochemistry
DOI: 10.6084/m9.figshare.30762815.v2
title: <b>Minimal derivative dataset for REI–RPI framework (Amazon Books Reviews)</b>

description: This file contains the minimal derivative dataset required to reproduce the REI and RPI indices presented in the manuscript "A Two-Dimensional Framework for Profiling Online Reviewer Behaviour".The dataset includes cleaned observations and reviewers with at least three ratings. <b>To comply with PLOS ONE data privacy policies, the dataset has been fully anonymized: all usernames and personally identifiable information (PII) have been removed.</b>Only the variables strictly necessary for computing the REI and RPI measures are provided (<b>Anonymized User_id</b>, Title, review/score).The raw Amazon Book Reviews dataset is not included, as it originates from an external public repository (Kaggle – Mohamed Bakhet, 2022) and is not owned by the authors. Users wishing to access the full raw dataset may obtain it directly from the original source:https://www.kaggle.com/datasets/mohamedbakhet/amazon-books-reviews/dataThis derivative dataset is released for the purpose of ensuring reproducibility in compliance with PLOS ONE data policies.
DOI: 10.15468/dl.3hvjzp
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064155-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwu4v6
title: Occurrence Download

description: A dataset containing 31999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((3.5 43.5, 12.5 43.5, 12.5 50.5, 3.5 50.5, 3.5 43.5))"
 ]
}

 The dataset includes 31999 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064157-251120083545085/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.29621376
title: Seasonal variations in airborne fungal communities and their ice-nucleation activities at forest environment

description: Ice clouds in the atmosphere are formed by ice nuclei. Bioaerosols, such as fungi and bacteria, originating from forests are expected to have a primary influence on ice formation in clouds to act as ice nuclei. However, microbial community structures and their ice-nucleation activities in the forest atmosphere remain poorly understood. This study performed the three-years survey in the forest environment to investigate the seasonal changes in fungal communities, which are related to the ice nucleation. The concentration of fungal cells increased slightly from spring to summer, decreasing in winter, due to the seasonal variations of temperature and humidity. The mushroom-type fungi of the class Agaricomycetes were dominated constantly, while the mold-type fungi of the classes Dothideomycetes and Sordariomycetes increased from spring to fall. At high altitudes of 700 m, the class Agaricomycetes sequences disappeared, while mold-type fungi dominated. The mold-type fungi of the genera <i>Apiospora</i> and <i>Sarocladium</i> can be isolated from both aerosols at forest floor and high altitude, showing high ice-nucleation activities (&lt;–9 °C). The ice-nucleating fungi is thought to be suspended from the forest floor to the above canopy. The ice-nucleation activities confirmed by isolates decreased gradually during spring, when the biological metabolism is activated in forest. In summary, some fungal populations including the class Sordariomycetes changed seasonally by interrelated factors, such as vegetation, humidity and temperature, and relating to the ice-cloud formation as ice nuclei, of which activities is enhanced during vegetation growing.
DOI: 10.6084/m9.figshare.29621376.v1
title: Seasonal variations in airborne fungal communities and their ice-nucleation activities at forest environment

description: Ice clouds in the atmosphere are formed by ice nuclei. Bioaerosols, such as fungi and bacteria, originating from forests are expected to have a primary influence on ice formation in clouds to act as ice nuclei. However, microbial community structures and their ice-nucleation activities in the forest atmosphere remain poorly understood. This study performed the three-years survey in the forest environment to investigate the seasonal changes in fungal communities, which are related to the ice nucleation. The concentration of fungal cells increased slightly from spring to summer, decreasing in winter, due to the seasonal variations of temperature and humidity. The mushroom-type fungi of the class Agaricomycetes were dominated constantly, while the mold-type fungi of the classes Dothideomycetes and Sordariomycetes increased from spring to fall. At high altitudes of 700 m, the class Agaricomycetes sequences disappeared, while mold-type fungi dominated. The mold-type fungi of the genera <i>Apiospora</i> and <i>Sarocladium</i> can be isolated from both aerosols at forest floor and high altitude, showing high ice-nucleation activities (&lt;–9 °C). The ice-nucleating fungi is thought to be suspended from the forest floor to the above canopy. The ice-nucleation activities confirmed by isolates decreased gradually during spring, when the biological metabolism is activated in forest. In summary, some fungal populations including the class Sordariomycetes changed seasonally by interrelated factors, such as vegetation, humidity and temperature, and relating to the ice-cloud formation as ice nuclei, of which activities is enhanced during vegetation growing.
DOI: 10.6084/m9.figshare.30940858
title: Atomic multiconfiguration calculations of E1, E2, and M1 transitions for Kr VI and Rn VI

description: By employing the general-purpose relativistic atomic structure package (GRASP) based on a fully relativistic multiconfiguration Dirac–Fock (MCDF) method and the pseudo-relativisitic Hartree–Fock code including superposition of configurations with relativistic corrections, we have reported the energy levels and transition parameters such as wavelengths, transition rates, and logarithmic weighted oscillator strengths for allowed transition (electric dipole, E1), and forbidden transitions (electric quadrupole, E2, and magnetic dipole, M1) for five times ionized krypton (Kr VI, Z = 36), and radon (Rn VI, Z = 86) in this work. The calculations agree very well with the existing data. Such a data set for the levels of some excited configurations and their radiative properties in Rn VI are reported for the first time to our knowledge.
DOI: 10.6084/m9.figshare.30940858.v1
title: Atomic multiconfiguration calculations of E1, E2, and M1 transitions for Kr VI and Rn VI

description: By employing the general-purpose relativistic atomic structure package (GRASP) based on a fully relativistic multiconfiguration Dirac–Fock (MCDF) method and the pseudo-relativisitic Hartree–Fock code including superposition of configurations with relativistic corrections, we have reported the energy levels and transition parameters such as wavelengths, transition rates, and logarithmic weighted oscillator strengths for allowed transition (electric dipole, E1), and forbidden transitions (electric quadrupole, E2, and magnetic dipole, M1) for five times ionized krypton (Kr VI, Z = 36), and radon (Rn VI, Z = 86) in this work. The calculations agree very well with the existing data. Such a data set for the levels of some excited configurations and their radiative properties in Rn VI are reported for the first time to our knowledge.
DOI: 10.6084/m9.figshare.30871775
title: A retrospective chart review of UK patients with advanced renal cell carcinoma treated with nivolumab plus ipilimumab

description: There is limited real-world evidence regarding patients with intermediate/poor-risk advanced renal cell carcinoma (aRCC) receiving nivolumab plus ipilimumab (NIVO+IPI) in England. This study aimed to describe characteristics, treatment patterns, and efficacy outcomes in these patients. A retrospective chart review of medical records in patients with aRCC receiving NIVO+IPI at any line of therapy between 5 April 2019 and 1 April 2022 in five sites across England was conducted. Data were analyzed descriptively overall, in patients with and without NIVO maintenance after NIVO+IPI initiation, and by prior nephrectomy status. In total, 128 patients (mean age 60.7 years [standard deviation 10.1], 71.1% male) were eligible; most received first-line (1L) NIVO+IPI (n = 122, 95.3%). Median follow-up was 13.6 months (interquartile range [IQR] 7.1–25.0). Median progression-free survival and overall survival (OS) were 7.6 months (95% confidence interval [CI]: 5.6, 13.1) and 30.7 months (95% CI: 22.5, not reached), respectively. Median OS was not reached in patients who received NIVO+IPI plus NIVO maintenance and patients with prior nephrectomy. Patients who received NIVO+IPI with NIVO maintenance and patients who had undergone prior nephrectomy experienced the most favorable survival outcomes, aligning with results from previous studies.
DOI: 10.6084/m9.figshare.30871775.v1
title: A retrospective chart review of UK patients with advanced renal cell carcinoma treated with nivolumab plus ipilimumab

description: There is limited real-world evidence regarding patients with intermediate/poor-risk advanced renal cell carcinoma (aRCC) receiving nivolumab plus ipilimumab (NIVO+IPI) in England. This study aimed to describe characteristics, treatment patterns, and efficacy outcomes in these patients. A retrospective chart review of medical records in patients with aRCC receiving NIVO+IPI at any line of therapy between 5 April 2019 and 1 April 2022 in five sites across England was conducted. Data were analyzed descriptively overall, in patients with and without NIVO maintenance after NIVO+IPI initiation, and by prior nephrectomy status. In total, 128 patients (mean age 60.7 years [standard deviation 10.1], 71.1% male) were eligible; most received first-line (1L) NIVO+IPI (n = 122, 95.3%). Median follow-up was 13.6 months (interquartile range [IQR] 7.1–25.0). Median progression-free survival and overall survival (OS) were 7.6 months (95% confidence interval [CI]: 5.6, 13.1) and 30.7 months (95% CI: 22.5, not reached), respectively. Median OS was not reached in patients who received NIVO+IPI plus NIVO maintenance and patients with prior nephrectomy. Patients who received NIVO+IPI with NIVO maintenance and patients who had undergone prior nephrectomy experienced the most favorable survival outcomes, aligning with results from previous studies.
DOI: 10.15468/dl.g2p4qc
title: Occurrence Download

description: A dataset listing the 965 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Kenya, Zambia, Tanzania, United Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset's 965 records were derived from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064154-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18037643
title: VIRAL DIARRHIES CAUSED BY ASTROVIRUSES

description: Astroviruses are one of the significant causes of acute viral gastroenteritis in young children. Despite the relatively mild course of the disease, their contribution to the overall structure of infectious diarrhea remains significant. In recent years, there has been a growing interest in astroviruses due to the development of molecular diagnostic methods and the identification of their role in mixed infections.
DOI: 10.5281/zenodo.18037644
title: VIRAL DIARRHIES CAUSED BY ASTROVIRUSES

description: Astroviruses are one of the significant causes of acute viral gastroenteritis in young children. Despite the relatively mild course of the disease, their contribution to the overall structure of infectious diarrhea remains significant. In recent years, there has been a growing interest in astroviruses due to the development of molecular diagnostic methods and the identification of their role in mixed infections.