cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25903/5b5y-kc76
title: Social work placement in GP practices surveys

description: <p>The overall aims of this NQPHN funded research were to develop a field education placement curriculum for social work student placements in GP clinics in North Queensland, to trial six social work student GP placements, evaluate these and develop a sustainability plan. The project was supported through regular meetings with a reference group.</p>
<p>Ethics approval for this study for data collection involving surveys, non-identifying student clinic records and reference group meetings was sought from the James Cook University Human Ethics committee and granted, approval number H8532.</p>
<p>A field education curriculum for social work placements in GP practices was developed in 2021/22 informed by a systematic literature review exploring social work practice in primary health settings (Zuchowski & McLennan, 2022), reference group insights and project worker discussions. After the student placements were completed, feedback was used to update and finalise the curriculum.</p>
<p>Data collection involved a survey sent to key stakeholders and an analysis of the de-identified record of the students work in the clinic key. They aim of the data collection was to review and evaluate the social work placements in the GP clinics. Survey questions sought feedback on the curriculum modules, the type of services provided by students, the types of patient engagement, the benefits and challenges of student placements in primary health care, noted patient outcomes, the contribution of the placement to social work student learning and field education, service provider relationships, the value of the placements, key stakeholder contributions to the placements, required supports and overall satisfaction levels. The Qualtrics survey link was sent to 29 key stakeholders in the student placement and project, including s students, task supervisors, field educators, GP&rsquo;s, other health professionals, mentors and reference group members. Sixteen responses were received, which resulted in a 55% response rate.  A thematic analysis was applied to the qualitative data in the survey and reporting forms. The answers to the survey and comments on the reporting forms were entered into the software NVivo for coding. The data were analysed via a process of inductive, axial and selective coding (Alston and Bowles, 2018). The draft themes were presented to the reference group members to seek further insights and feedback, before finalisation. Quantitative data was derived from the survey and record forms were entered in an excel spreadsheet to produce descriptive graphs and tables (Alston and Bowles, 2018).</p>
<p><br />Software/equipment used to create/collect the data: Qualtric</p>
<p>This dataset consists of the quantitative data (All data 4 8 22.csv) and a report (First Survey report 14 6 2022) from the first survey, saved in MS Word and PDF formats. The data files are available via conditional access only. The survey questions are available for download below.</p>
DOI: 10.34740/kaggle/dsv/6841762
title: 📒 Meta Kaggle ported to MS SQL SERVER 2022 DB
DOI: 10.6084/m9.figshare.7867721
title: Solubility modeling of supercritical fluid extraction in a wide range compounds: comparison between fuzzy-genetic and new empirical models

description: In the current study, two methods based on a new empirical equation and fuzzy-genetic model are proposed to estimate solute solubility in supercritical fluid (SCF). New proposed models are trained with comprehensive dataset collected from literature with more than 3,260 experimental data at different temperature and pressure. In order to testify the accuracy, the proposed models are compared to other empirical equations. The amounts of average values of absolute relative deviation (AARD)were obtained 7.74% for fuzzy-genetic model and 9.27% for new proposed empirical model. The reasonable accuracy of developed models for estimating the solubility of solutes in SCF extraction process is represented. From literature solubility data, the authors obtained new estimation models for solute solubility in CO<sub>2</sub> supercritical which are in agreement with measured experimental values.
DOI: 10.6084/m9.figshare.7867721.v1
title: Solubility modeling of supercritical fluid extraction in a wide range compounds: comparison between fuzzy-genetic and new empirical models

description: In the current study, two methods based on a new empirical equation and fuzzy-genetic model are proposed to estimate solute solubility in supercritical fluid (SCF). New proposed models are trained with comprehensive dataset collected from literature with more than 3,260 experimental data at different temperature and pressure. In order to testify the accuracy, the proposed models are compared to other empirical equations. The amounts of average values of absolute relative deviation (AARD)were obtained 7.74% for fuzzy-genetic model and 9.27% for new proposed empirical model. The reasonable accuracy of developed models for estimating the solubility of solutes in SCF extraction process is represented. From literature solubility data, the authors obtained new estimation models for solute solubility in CO<sub>2</sub> supercritical which are in agreement with measured experimental values.
DOI: 10.6084/m9.figshare.24464365
title: Plant functional groups shape biodiversity-soil functions relationships under climate change

description: Data set from the microcosm study presented in the manuscript titled "Plant functional groups shape biodiversity-soil functions relationships under climate change". Methodology can be found in the manuscript. The data set is in excel format with multiple spreadsheets: metadata and microcosm data used in the analysis presented in the manuscript.
DOI: 10.6084/m9.figshare.24464365.v1
title: Plant functional groups shape biodiversity-soil functions relationships under climate change

description: Data set from the microcosm study presented in the manuscript titled "Plant functional groups shape biodiversity-soil functions relationships under climate change". Methodology can be found in the manuscript. The data set is in excel format with multiple spreadsheets: metadata and microcosm data used in the analysis presented in the manuscript.
DOI: 10.6084/m9.figshare.24465703
title: Supplementary Material for: Impact of liver fibrosis severity on oncological prognosis in hepatocellular carcinoma

description: Introduction: Cirrhosis is deemed to be a contributing factor to the postoperative recurrence of hepatocellular carcinoma (HCC), however, the precise impact of liver fibrosis on both cancer-specific prognosis remains unclear. This investigation sought to elucidate the effect of liver fibrosis severity on the cancer-specific prognosis. Methods: A total of 524 consecutive patients were included. Recurrence-free survival (RFS) and disease-specific survival (DSS) were compared according to fibrosis stage. Moreover, postoperative outcomes were subjected to analysis in cohorts of patients with F0 and F1-3, as well as in those with F1-3 and F4, who were carefully matched for background factors. Results: The five-year RFS exhibited a significantly worse outcome in the F4 group compared to other stages of fibrosis [5-year RFS: F0 (46.6%), F1-3 (33.1%) and F4 (23.5%), P=0.03 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. Additionally, the five-year DSS also presented a significantly worse prognosis in the F4 group (5-year DSS: F0 (82.9%), F1-3 (73.6%) and F4 (57.4%), P=0.04 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. In multivariate analysis, fibrosis 1, 2, 3, and 4 stage (compared with F0) (HR: 1.70, 1.81, 1.89, and 3.99, 95 % CI: 1.10–1.99, 1.39–2.22, 1.41–2.55, and 2.25–5.01, P=0.022, P=0.008, P&lt;0.001, and P&lt;0.001, respectively) was independent risk factor for RFS. After matched analysis, both RFS and DSS exhibited significantly worse prognoses in the presence of more advanced fibrosis. There was a significantly higher incidence of multiple recurrences in the F4 group than the F1–3 group, and a number of recurrences were observed both in the same hepatic segment as the resected side and in the contralateral lobe in F4 group. Discussion/Conclusion: The hazard and recurrence pattern of HCC signifies that the prognosis could potentially be poor, as the hepatic fibrosis likely owing to a higher hepatocarcinogenic potential, even in the absence of progression to cirrhotic condition. The risk of de novo recurrence may also increase with the progression of this fibrosis.
DOI: 10.6084/m9.figshare.24465703.v1
title: Supplementary Material for: Impact of liver fibrosis severity on oncological prognosis in hepatocellular carcinoma

description: Introduction: Cirrhosis is deemed to be a contributing factor to the postoperative recurrence of hepatocellular carcinoma (HCC), however, the precise impact of liver fibrosis on both cancer-specific prognosis remains unclear. This investigation sought to elucidate the effect of liver fibrosis severity on the cancer-specific prognosis. Methods: A total of 524 consecutive patients were included. Recurrence-free survival (RFS) and disease-specific survival (DSS) were compared according to fibrosis stage. Moreover, postoperative outcomes were subjected to analysis in cohorts of patients with F0 and F1-3, as well as in those with F1-3 and F4, who were carefully matched for background factors. Results: The five-year RFS exhibited a significantly worse outcome in the F4 group compared to other stages of fibrosis [5-year RFS: F0 (46.6%), F1-3 (33.1%) and F4 (23.5%), P=0.03 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. Additionally, the five-year DSS also presented a significantly worse prognosis in the F4 group (5-year DSS: F0 (82.9%), F1-3 (73.6%) and F4 (57.4%), P=0.04 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. In multivariate analysis, fibrosis 1, 2, 3, and 4 stage (compared with F0) (HR: 1.70, 1.81, 1.89, and 3.99, 95 % CI: 1.10–1.99, 1.39–2.22, 1.41–2.55, and 2.25–5.01, P=0.022, P=0.008, P&lt;0.001, and P&lt;0.001, respectively) was independent risk factor for RFS. After matched analysis, both RFS and DSS exhibited significantly worse prognoses in the presence of more advanced fibrosis. There was a significantly higher incidence of multiple recurrences in the F4 group than the F1–3 group, and a number of recurrences were observed both in the same hepatic segment as the resected side and in the contralateral lobe in F4 group. Discussion/Conclusion: The hazard and recurrence pattern of HCC signifies that the prognosis could potentially be poor, as the hepatic fibrosis likely owing to a higher hepatocarcinogenic potential, even in the absence of progression to cirrhotic condition. The risk of de novo recurrence may also increase with the progression of this fibrosis.
DOI: 10.6084/m9.figshare.24465706
title: Supplementary Material for: Impact of liver fibrosis severity on oncological prognosis in hepatocellular carcinoma

description: Introduction: Cirrhosis is deemed to be a contributing factor to the postoperative recurrence of hepatocellular carcinoma (HCC), however, the precise impact of liver fibrosis on both cancer-specific prognosis remains unclear. This investigation sought to elucidate the effect of liver fibrosis severity on the cancer-specific prognosis. Methods: A total of 524 consecutive patients were included. Recurrence-free survival (RFS) and disease-specific survival (DSS) were compared according to fibrosis stage. Moreover, postoperative outcomes were subjected to analysis in cohorts of patients with F0 and F1-3, as well as in those with F1-3 and F4, who were carefully matched for background factors. Results: The five-year RFS exhibited a significantly worse outcome in the F4 group compared to other stages of fibrosis [5-year RFS: F0 (46.6%), F1-3 (33.1%) and F4 (23.5%), P=0.03 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. Additionally, the five-year DSS also presented a significantly worse prognosis in the F4 group (5-year DSS: F0 (82.9%), F1-3 (73.6%) and F4 (57.4%), P=0.04 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. In multivariate analysis, fibrosis 1, 2, 3, and 4 stage (compared with F0) (HR: 1.70, 1.81, 1.89, and 3.99, 95 % CI: 1.10–1.99, 1.39–2.22, 1.41–2.55, and 2.25–5.01, P=0.022, P=0.008, P&lt;0.001, and P&lt;0.001, respectively) was independent risk factor for RFS. After matched analysis, both RFS and DSS exhibited significantly worse prognoses in the presence of more advanced fibrosis. There was a significantly higher incidence of multiple recurrences in the F4 group than the F1–3 group, and a number of recurrences were observed both in the same hepatic segment as the resected side and in the contralateral lobe in F4 group. Discussion/Conclusion: The hazard and recurrence pattern of HCC signifies that the prognosis could potentially be poor, as the hepatic fibrosis likely owing to a higher hepatocarcinogenic potential, even in the absence of progression to cirrhotic condition. The risk of de novo recurrence may also increase with the progression of this fibrosis.
DOI: 10.6084/m9.figshare.24465706.v1
title: Supplementary Material for: Impact of liver fibrosis severity on oncological prognosis in hepatocellular carcinoma

description: Introduction: Cirrhosis is deemed to be a contributing factor to the postoperative recurrence of hepatocellular carcinoma (HCC), however, the precise impact of liver fibrosis on both cancer-specific prognosis remains unclear. This investigation sought to elucidate the effect of liver fibrosis severity on the cancer-specific prognosis. Methods: A total of 524 consecutive patients were included. Recurrence-free survival (RFS) and disease-specific survival (DSS) were compared according to fibrosis stage. Moreover, postoperative outcomes were subjected to analysis in cohorts of patients with F0 and F1-3, as well as in those with F1-3 and F4, who were carefully matched for background factors. Results: The five-year RFS exhibited a significantly worse outcome in the F4 group compared to other stages of fibrosis [5-year RFS: F0 (46.6%), F1-3 (33.1%) and F4 (23.5%), P=0.03 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. Additionally, the five-year DSS also presented a significantly worse prognosis in the F4 group (5-year DSS: F0 (82.9%), F1-3 (73.6%) and F4 (57.4%), P=0.04 (F0 vs. F1-3) and P&lt;0.01 (F1-3 vs. F4)]. In multivariate analysis, fibrosis 1, 2, 3, and 4 stage (compared with F0) (HR: 1.70, 1.81, 1.89, and 3.99, 95 % CI: 1.10–1.99, 1.39–2.22, 1.41–2.55, and 2.25–5.01, P=0.022, P=0.008, P&lt;0.001, and P&lt;0.001, respectively) was independent risk factor for RFS. After matched analysis, both RFS and DSS exhibited significantly worse prognoses in the presence of more advanced fibrosis. There was a significantly higher incidence of multiple recurrences in the F4 group than the F1–3 group, and a number of recurrences were observed both in the same hepatic segment as the resected side and in the contralateral lobe in F4 group. Discussion/Conclusion: The hazard and recurrence pattern of HCC signifies that the prognosis could potentially be poor, as the hepatic fibrosis likely owing to a higher hepatocarcinogenic potential, even in the absence of progression to cirrhotic condition. The risk of de novo recurrence may also increase with the progression of this fibrosis.
DOI: 10.5065/2z80-kd61
title: ICARUS Chamber Experiment: Nizkorodov Lab_20211001_Naphthalene/Nitric oxide_Hydroxyl radical_No Seed_80RH
DOI: 10.5065/0pae-2e68
title: ICARUS Chamber Experiment: Nizkorodov Lab_20220323_Naphthalene/Nitric oxide_Hydroxyl radical_No Seed_0RH
DOI: 10.5065/d87x-7a54
title: ICARUS Chamber Experiment: Nizkorodov Lab_20140819_Naphthalene_Hydroxyl radical_No Seed_0RH
DOI: 10.5065/6tz4-5406
title: ICARUS Chamber Experiment: Nizkorodov Lab_20140807_Naphthalene/Nitric oxide/Ammonia_Hydroxyl radical_No Seed_80RH
DOI: 10.15151/esrf-es-1356031710
title: Energy dispersive Laue diffraction using a purpose-built system

description: EDLD experiment using the new purpose-built X-ray Color Camera Microscope system.
DOI: 10.5065/qt42-8056
title: ICARUS Chamber Experiment: Nizkorodov Lab_20140820_Naphthalene/Nitric oxide_Hydroxyl radical_No Seed_0RH
DOI: 10.5065/4afz-ed70
title: ICARUS Chamber Experiment: Nizkorodov Lab_20140821_Naphthalene_Hydroxyl radical_No Seed_80RH
DOI: 10.5065/d5kc-s648
title: ICARUS Chamber Experiment: Nizkorodov Lab_20150406_Naphthalene/Nitric oxide_Hydroxyl radical_No Seed_0RH
DOI: 10.5065/b9bd-hn93
title: ICARUS Chamber Experiment: Nizkorodov Lab_20150409_Naphthalene/Ammonia_Hydroxyl radical_No Seed_80RH
DOI: 10.5065/x894-w964
title: ICARUS Chamber Experiment: Nizkorodov Lab_20150414_Naphthalene/Nitric oxide/Ammonia_Hydroxyl radical_No Seed_0RH
DOI: 10.5065/xnq0-3j18
title: ICARUS Chamber Experiment: Nizkorodov Lab_20150421_Naphthalene_Hydroxyl radical_No Seed_80RH
DOI: 10.34740/kaggle/dsv/6841459
title: Road Accident Severity in India
DOI: 10.5281/zenodo.10056692
title: aerosol transport data

description: Raw data of the site, MODIS, ERA5, satellite data, etc
DOI: 10.5281/zenodo.10056691
title: aerosol transport data

description: Raw data of the site, MODIS, ERA5, satellite data, etc
DOI: 10.5281/zenodo.10056701
title: Model codes, data, and plot scripts for the paper "Quantifying the Role of Model Internal Year-to-Year Variability in Estimating Anthropogenic Aerosol Radiative Effects".

description: The model codes, data, and plot scripts used in the paper "Quantifying the Role of Model Internal Year-to-Year Variability in Estimating Anthropogenic Aerosol Radiative Effects".

Figs&NCL: the NCL scripts and figures used in the paper.
Mods: modified CAM model code.
PostFortran: the Fortran code for analysing the model results (post-processing) that produces the final results used for making plots.
Results4Plots: the final results used for making plots.
DOI: 10.5281/zenodo.10056700
title: Model codes, data, and plot scripts for the paper "Quantifying the Role of Model Internal Year-to-Year Variability in Estimating Anthropogenic Aerosol Radiative Effects".

description: The model codes, data, and plot scripts used in the paper "Quantifying the Role of Model Internal Year-to-Year Variability in Estimating Anthropogenic Aerosol Radiative Effects".

Figs&NCL: the NCL scripts and figures used in the paper.
Mods: modified CAM model code.
PostFortran: the Fortran code for analysing the model results (post-processing) that produces the final results used for making plots.
Results4Plots: the final results used for making plots.
DOI: 10.6084/m9.figshare.24465676
title: time comsumption breakdown

description: The file provided the breakdown of M-detector's time consumption tested for the paper titled "Moving Event Detection from LiDAR Point Streams".
DOI: 10.6084/m9.figshare.24465676.v1
title: time comsumption breakdown

description: The file provided the breakdown of M-detector's time consumption tested for the paper titled "Moving Event Detection from LiDAR Point Streams".
DOI: 10.5281/zenodo.10056871
title: Xception trained model for classifying large ornithopod dinosaur footprints

description: PLOS ONE: Classification of large ornithopod dinosaur footprints using Xception transfer learning
The trained model using Xception transfer learning, provided in https://github.com/CNUGeophysics/Xception_ornithopod.git
DOI: 10.5281/zenodo.10056870
title: Xception trained model for classifying large ornithopod dinosaur footprints

description: PLOS ONE: Classification of large ornithopod dinosaur footprints using Xception transfer learning
The trained model using Xception transfer learning, provided in https://github.com/CNUGeophysics/Xception_ornithopod.git
DOI: 10.6084/m9.figshare.24465673
title: Chicken_heart_scRNAseq_Seurat_Robj

description: Rob file containing processed and annotated Seurat object for scRNA-seq analysis on developing chicken hearts.
DOI: 10.6084/m9.figshare.24465700
title: Chicken_heart_spatialRNAseq_highres_images

description: High-resolution H&E images (TIFF files) and Loupe Browser-derived image alignment files (JSON files) for spatial transcriptomics datasets of developing chicken hearts.
DOI: 10.5281/zenodo.10056934
title: FY-4A/AGRI Infrared Brightness Temperature Estimation of Precipitation based on Multi-model Ensemble Learning
DOI: 10.6084/m9.figshare.24465727
title: time consumption and latency

description: The file provided M-detector's time consumption and latency tested for the paper titled "Moving Event Detection from LiDAR Point Streams".
DOI: 10.6084/m9.figshare.24465727.v1
title: time consumption and latency

description: The file provided M-detector's time consumption and latency tested for the paper titled "Moving Event Detection from LiDAR Point Streams".
DOI: 10.6084/m9.figshare.24432678
title: Biogeographic patterns of the freshwater fishes from the state of Espírito Santo, eastern Brazil

description: Biogeographic studies offer valuable insights into the origin, distribution and extinction of biodiversity. As such, this study aims to identify patterns of diversity and distribution of freshwater ichthyofauna in the state of Espírito Santo, to delineate biogeographic units and to propose a hypothesis of area relationship. A database containing information on 123 fish species occurrences was compiled to conduct analyses of species richness interpolation, bioregionalization, sampling effort interpolation, endemism, and a parsimony analysis of endemism. The sampling effort in Espírito Santo is uneven, with higher representativeness of sampling sites in the highlands. Six freshwater ichthyofauna bioregions were identified, along with three major areas of increased species richness, two consensus areas of endemism and three groups of basins. The central basins of the state are characterized by a marked presence of endemic species. The southern basins also stand out as an area of endemism and density of species typical of mountainous environments, such as loricariids; they are also characterized by a significant faunal overlap with the Rio Paraíba do Sul basin. The results of this biogeographic evaluation reinforce the perception that the watersheds of the state of Espírito Santo have a diverse and characteristic freshwater fish fauna, with well-defined biogeographic units.
DOI: 10.6084/m9.figshare.24432678.v1
title: Biogeographic patterns of the freshwater fishes from the state of Espírito Santo, eastern Brazil

description: Biogeographic studies offer valuable insights into the origin, distribution and extinction of biodiversity. As such, this study aims to identify patterns of diversity and distribution of freshwater ichthyofauna in the state of Espírito Santo, to delineate biogeographic units and to propose a hypothesis of area relationship. A database containing information on 123 fish species occurrences was compiled to conduct analyses of species richness interpolation, bioregionalization, sampling effort interpolation, endemism, and a parsimony analysis of endemism. The sampling effort in Espírito Santo is uneven, with higher representativeness of sampling sites in the highlands. Six freshwater ichthyofauna bioregions were identified, along with three major areas of increased species richness, two consensus areas of endemism and three groups of basins. The central basins of the state are characterized by a marked presence of endemic species. The southern basins also stand out as an area of endemism and density of species typical of mountainous environments, such as loricariids; they are also characterized by a significant faunal overlap with the Rio Paraíba do Sul basin. The results of this biogeographic evaluation reinforce the perception that the watersheds of the state of Espírito Santo have a diverse and characteristic freshwater fish fauna, with well-defined biogeographic units.