cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20153453
title: The validity and reliability of the Turkish version of the 12-item Örebro musculoskeletal screening questionnaire (ÖMSQ-12-TR)

description: The 12-item Örebro Musculoskeletal Screening Questionnaire (ÖMSQ-12) is a multidimensional questionnaire assessing general musculoskeletal problems. This study aimed to investigate its construct validity and reliability. Confirmatory factor analysis (CFA) was performed for construct validity. The Tampa Scale for Kinesiophobia (TSK) and the SF-12 and Pain Numerical Rating Scale (P-NRS) were used for convergent validity. Reliability (ICC), internal consistency (Cronbach’s alpha), reproducibility, and known-group validity were assessed. The cut-off value was measured. A total of <i>n</i> = 378 individuals (aged 35.7 ± 12.4 years, female = 73.3%) with a musculoskeletal problem participated in the study. P-NRS score of the individuals was 5. Results showed that a 3-factor model did fit well under CFA (<i>χ</i><sup>2</sup>/df = 2.76 ≤ 3). The questionnaire had good reliability (ICC = 0.865) and internal consistency (<i>α</i> = 0.810). There were no floor or ceiling effects (r = 0.303–0.609). The AUC for the risk of absenteeism from work was obtained as 0.738 (<i>p</i> &lt; 0.001). The risk of absenteeism was high in individuals with an ÖMSQ-12-TR score of ≥57.5. The ÖMSQ-12-TR is a valid and reliable questionnaire that can be used in determining the risk of absenteeism in musculoskeletal disorders and is convenient for online use. NCT04723615
DOI: 10.6084/m9.figshare.20153453.v1
title: The validity and reliability of the Turkish version of the 12-item Örebro musculoskeletal screening questionnaire (ÖMSQ-12-TR)

description: The 12-item Örebro Musculoskeletal Screening Questionnaire (ÖMSQ-12) is a multidimensional questionnaire assessing general musculoskeletal problems. This study aimed to investigate its construct validity and reliability. Confirmatory factor analysis (CFA) was performed for construct validity. The Tampa Scale for Kinesiophobia (TSK) and the SF-12 and Pain Numerical Rating Scale (P-NRS) were used for convergent validity. Reliability (ICC), internal consistency (Cronbach’s alpha), reproducibility, and known-group validity were assessed. The cut-off value was measured. A total of <i>n</i> = 378 individuals (aged 35.7 ± 12.4 years, female = 73.3%) with a musculoskeletal problem participated in the study. P-NRS score of the individuals was 5. Results showed that a 3-factor model did fit well under CFA (<i>χ</i><sup>2</sup>/df = 2.76 ≤ 3). The questionnaire had good reliability (ICC = 0.865) and internal consistency (<i>α</i> = 0.810). There were no floor or ceiling effects (r = 0.303–0.609). The AUC for the risk of absenteeism from work was obtained as 0.738 (<i>p</i> &lt; 0.001). The risk of absenteeism was high in individuals with an ÖMSQ-12-TR score of ≥57.5. The ÖMSQ-12-TR is a valid and reliable questionnaire that can be used in determining the risk of absenteeism in musculoskeletal disorders and is convenient for online use. NCT04723615
DOI: 10.6084/m9.figshare.21581813.v1
title: How do people with chronic pain explain their use, or non-use, of pain-related healthcare services? A qualitative study of patient experiences

description: This study aims to explore how people with chronic pain explain their use or non-use of pain-related healthcare services and their expectations of the healthcare provider, and explore how explanations and expectations vary between different levels of pain-related healthcare use. We conducted 20 individual semi-structured interviews with purposely sampled adults between 39 and 77 years of age with chronic pain. All interviews were audio-recorded, transcribed and analysed using a thematical template analysis approach. Four key drivers for pain-related healthcare use were identified: (1) the healthcare system facilitates clinical pathways, (2) appraisal of pain-related healthcare initiatives influences future use, (3) autonomy, beliefs and values determine healthcare behaviour, and (4) recommendations from others impact healthcare behaviour. Comparing explanations across different pain-related healthcare user groups (high, medium and low) showed that perceived needs, beliefs and values, and appraisal of previous healthcare experiences differed between these groups. Beliefs, pain characteristics, recommendations, and the search for a diagnostic label, often initiate pain-related healthcare use. Healthcare is modified by two interconnected systems: (1) perceived needs, beliefs and values and (2) previous healthcare experiences. Differences related to these systems could explain some of the variance in pain-related healthcare use.Implications for RehabilitationDifferent use of pain-related healthcare services for people with chronic pain could be related to differences in perceived needs, beliefs and values and appraisal of previous healthcare.It may be helpful to explore the perceived needs and beliefs of those seeking healthcare due to chronic pain.Previous healthcare experiences may impact and should be explored. Different use of pain-related healthcare services for people with chronic pain could be related to differences in perceived needs, beliefs and values and appraisal of previous healthcare. It may be helpful to explore the perceived needs and beliefs of those seeking healthcare due to chronic pain. Previous healthcare experiences may impact and should be explored.
DOI: 10.5281/zenodo.10261540
title: eNATL60-BLBT02 TSW 60m y2009m10

description: Daily files of eNATL60-BLBT02 Temperature Salinity and Vertical velocity fields at 60m for year 2009 month 10
DOI: 10.5281/zenodo.7433293
title: CAbiNet: Joint visualization of cells and genes based on a gene-cell graph

description: We here provide the data sets to reproduce the results in our manuscript 'CAbiNet: Joint visualization of cells and genes based on a gene-cell association graph'. The code to reproduce our analysis with the data sets provided here can be found at: https://github.com/VingronLab/CAbiNet_paper.


You can find three types of data here: raw data, preprocessed data, and benchmarking results.


Tips for downloading the data:


- If you want to reproduce all the results in our paper from the beginning to the end, please download the rawdata.zip and disscussed_data.zip . Then you can go through our codes.


- If you only want to reproduce the figures shown in the paper, please download the discussed_data.zip and benchmarking.zip.
DOI: 10.5281/zenodo.7433294
title: CAbiNet: Joint visualization of cells and genes based on a gene-cell graph

description: We here provide the data sets to reproduce the results in our manuscript 'CAbiNet: Joint visualization of cells and genes based on a gene-cell association graph'. The code to reproduce our analysis with the data sets provided here can be found at: https://github.com/VingronLab/CAbiNet_paper. You can find three types of data here: raw data, preprocessed data, and benchmarking results. Tips for downloading the data: - If you want to reproduce all the results in our paper from the beginning to the end, please download the rawdata.zip and disscussed_data.zip . Then you can go through our codes. - If you only want to reproduce the figures shown in the paper, please download the discussed_data.zip and benchmarking.zip.
DOI: 10.6084/m9.figshare.24746643
title: Dados de "Reconhecimento de pessoas no processo penal: análise jurisprudencial do impacto do habeas corpus 598.886 do STJ na jurisprudência do TJGO entre outubro de 2020 a abril de 2023"

description: Dados de "Reconhecimento de pessoas no processo penal: análise jurisprudencial do impacto do habeas corpus 598.886 do STJ na jurisprudência do TJGO entre outubro de 2020 a abril de 2023"
DOI: 10.6084/m9.figshare.24746643.v1
title: Dados de "Reconhecimento de pessoas no processo penal: análise jurisprudencial do impacto do habeas corpus 598.886 do STJ na jurisprudência do TJGO entre outubro de 2020 a abril de 2023"

description: Dados de "Reconhecimento de pessoas no processo penal: análise jurisprudencial do impacto do habeas corpus 598.886 do STJ na jurisprudência do TJGO entre outubro de 2020 a abril de 2023"
DOI: 10.5281/zenodo.10261633
title: avh-bern-berlin/avh-texts: 2023-12-05

description: AvH – Texte
Textdigitalisate der unselbständigen Schriften Alexander von Humboldts, mit Kommentaren, Glossaren, Bibliografie und Abbildungen

Kodierung: TEI P5 XML
Projekt-Webseite: https://www.humboldt.unibe.ch/
Dokumentation und Manual der Digitalausgabe: https://www.humboldt.unibe.ch/erschliessung/dokumentation
Lizenz: CC BY-SA 4.0
DOI: 10.5281/zenodo.10261634
title: avh-bern-berlin/avh-texts: 2023-12-05

description: AvH – Texte
Textdigitalisate der unselbständigen Schriften Alexander von Humboldts, mit Kommentaren, Glossaren, Bibliografie und Abbildungen

Kodierung: TEI P5 XML
Projekt-Webseite: https://www.humboldt.unibe.ch/
Dokumentation und Manual der Digitalausgabe: https://www.humboldt.unibe.ch/erschliessung/dokumentation
Lizenz: CC BY-SA 4.0
DOI: 10.23728/b2share.34afa9873f34409082cb8d5eb9cc861b
title: Hyytiälä SMEAR II meteorology and evapotranspiration 2018-2022

description: This dataset contains evapotranspiration (ET) measured with eddy covariance above the SMEAR II forest at 27 m height, and meterological variables for calculating potential evapotranspiration. The data were measured at SMEAR II research station near Hyytiälä Forestry Field Station, Juupajoki, Finland, during years 2018–2022. The original data at 1 or 30 min time resolution were aggregated into daily sums, means, minima or maxima. ET was gap-filled whereas the other variables were left unfilled and excluded on days when the proportion of missing observations exceeded 10%. The variables are described in more detail in the data file.
DOI: 10.5281/zenodo.10261381
title: Information sources of recreationists - survey data and script
DOI: 10.5281/zenodo.10261382
title: Information sources of recreationists - survey data and script
DOI: 10.6084/m9.figshare.24746460
title: GBRT Surface Ozone Estimation Model and Data Sets

description: This contains the code for the GBRT surface ozone estimation model and the raw data for the relevant input factors.
DOI: 10.6084/m9.figshare.24746460.v1
title: GBRT Surface Ozone Estimation Model and Data Sets

description: This contains the code for the GBRT surface ozone estimation model and the raw data for the relevant input factors.
DOI: 10.18462/iir.icr.2023.0106
title: Evaluation of lower GWP alternative R-473A for R-23 in ultra-low temperature refrigeration applications.
DOI: 10.5281/zenodo.10257741
title: Replication package of article "Screening Articles for Systematic Reviews with ChatGPT"

description: /experiments - Full experimental data
/prompts - Full prompts of the six experiments
/results - Results: data and plots

rq1.xlsx - Data related to RQ1
rq2.xlsx - Data related to RQ2
significance.xlsx - Results of Spearman's rank test
/topics-and-exclusion-criteria - Topics and exclusion criteria of the five datasets
description: Systematic reviews (SRs) provide valuable evidence for guiding new research directions. However, the manual effort involved in selecting articles for inclusion in an SR is error-prone and time-consuming. While screening articles has traditionally been considered challenging to automate, the advent of large language models offers new possibilities. In this paper, we discuss the effect of using ChatGPT on the SR process. In particular, we investigate the effectiveness of different prompt strategies for automating the article screening process using five real SR datasets. Our results show that ChatGPT can reach up to 82\% accuracy. The best performing prompts specify exclusion criteria and avoid negative shots. However, prompts should be adapted to different corpus characteristics.
DOI: 10.5281/zenodo.10257742
title: Replication package of article "Screening Articles for Systematic Reviews with ChatGPT"

description: /experiments - Full experimental data
/prompts - Full prompts of the six experiments
/results - Results: data and plots

rq1.xlsx - Data related to RQ1
rq2.xlsx - Data related to RQ2
significance.xlsx - Results of Spearman's rank test
/topics-and-exclusion-criteria - Topics and exclusion criteria of the five datasets
description: Systematic reviews (SRs) provide valuable evidence for guiding new research directions. However, the manual effort involved in selecting articles for inclusion in an SR is error-prone and time-consuming. While screening articles has traditionally been considered challenging to automate, the advent of large language models offers new possibilities. In this paper, we discuss the effect of using ChatGPT on the SR process. In particular, we investigate the effectiveness of different prompt strategies for automating the article screening process using five real SR datasets. Our results show that ChatGPT can reach up to 82\% accuracy. The best performing prompts specify exclusion criteria and avoid negative shots. However, prompts should be adapted to different corpus characteristics.
DOI: 10.5281/zenodo.10261110
title: Model codes, data, and plot scripts for the paper "A numerical modeling study on the Earth's surface brightening effect of cirrus thinning"

description: The model codes, data, and plot scripts used in the paper "A numerical modeling study on the Earth's surface brightening effect of cirrus thinning".

Mods: the modified CAM model code used in these three experiments.
Results: post-processing NCL scripts and the results used for making plots.
figs:  the NCL scripts and figures used in the paper.
Parcel: parcel model that represents the ice nucleation process.
DOI: 10.5281/zenodo.10261111
title: Model codes, data, and plot scripts for the paper "A numerical modeling study on the Earth's surface brightening effect of cirrus thinning"

description: The model codes, data, and plot scripts used in the paper "A numerical modeling study on the Earth's surface brightening effect of cirrus thinning".

Mods: the modified CAM model code used in these three experiments.
Results: post-processing NCL scripts and the results used for making plots.
figs:  the NCL scripts and figures used in the paper.
Parcel: parcel model that represents the ice nucleation process.
DOI: 10.18462/iir.icr.2023.0105
title: System modelling with low global warming potential refrigerants for transportation refrigeration application.
DOI: 10.5281/zenodo.10258291
title: Four-Dimensional wind fields retrieved from FY4B GIIRS observations during Typhoon Khanun (2023)

description: This is the output of four-dimensional wind fields retrieved from FY4B intensified observations during Typhoon Khanun in 2023. Apart from regular quality flag indicating cloud contamination over each target FOV, the number of total cloud contaminated neighboring FOVs included in the calculation for each target is also given as a reference of potential bias of retrievals.
DOI: 10.5281/zenodo.10258292
title: Four-Dimensional wind fields retrieved from FY4B GIIRS observations during Typhoon Khanun (2023)

description: This is the output of four-dimensional wind fields retrieved from FY4B intensified observations during Typhoon Khanun in 2023. Apart from regular quality flag indicating cloud contamination over each target FOV, the number of total cloud contaminated neighboring FOVs included in the calculation for each target is also given as a reference of potential bias of retrievals.
DOI: 10.6073/pasta/e70377d02fd8a0ca71333f158ca05652
title: Massachusetts Timber Harvesting Study 1984-2003

description: Sustainability of the forest at a regional scale in landscapes dominated by non-industrial private forest (NIPF) ownership depends on the often-independent actions and behaviors of thousands of private families and individuals. These NIPF lands comprise the dominant forest ownership in many parts of the United States, and represent an important part of the greater forest landscape matrix even in parts of the region where industrial and/or public lands dominate. In northeastern states, NIPF lands can represent 75% or more of total forest area. While forest landowner attitudinal survey work in the past several decades has explored reasons for ownership, motivations, and perspectives on traditional management (e.g., do you intend to harvest in the next 10 years?), little if any study has focused on attitudes and, importantly, documented behaviors related to sustainability on their lands. Some landowner attitudes pertaining to the notion of sustainability can be inferred from earlier work (e.g., documented interest in wildlife habitat and nature, aesthetics, and privacy), but these do not directly link to sustainability or timber productivity on their own lands. As the urban-rural interface expands from metropolitan centers, though this wooded landscape may appear to be forested from the air, it no longer sustains a number of benefits upon which society has grown to depend. In particular, timber harvesting declines as a viable and sustainable land use activity. We seek to: 1. Study the decision-making process, priorities, and behaviors of different types of NIPF owners, in terms of sustainable harvesting, and sale/ development; 2. Use landscape-scale spatial data and associated demographic data to assess the extent to which such landscapes can remain sustainable producers of wood products in the face of expanding urban/ suburban influence; and 3. study sites that have sustained harvests and document the successional trajectory, in an effort to estimate the future composition of the forest landscape based on this form of human-induced disturbance. In so doing, we will identify characteristics of a NIPF landscape in which harvesting or the production of timber is no longer sustainable. Sustainable timber production from local forested landscapes plays a role in global environmental quality. In the Illusion of Preservation, Berlik et al argue for decreases in wood consumption, coupled with increases in local wood production, to avoid "exporting" the need to harvest wood from countries that have a negligible environmental safety net. The result of this is that forest that does not sustainably produce wood "at home" in effect shifts the demand to other places, thereby making local preservation an illusion.
DOI: 10.34740/kaggle/dsv/7125235
title: Nurse Stress Prediction Wearable Sensors
DOI: 10.18462/iir.icr.2023.0097
title: Numerical performance assessment of a reefer unit equipped with R1234yf as drop-in replacement for R134a.
DOI: 10.18462/iir.icr.2023.0089
title: Adaptation de l’ATP aux climats chauds.
DOI: 10.18462/iir.icr.2023.0037
title: Is carbon neutrality for logistics flows of food products possible?
DOI: 10.5281/zenodo.10261642
title: eNATL60-BLBT02 TSW 60m y2009m12

description: Daily files of eNATL60-BLBT02 Temperature Salinity and Vertical velocity fields at 60m for year 2009 month 12
DOI: 10.5281/zenodo.10261643
title: eNATL60-BLBT02 TSW 60m y2009m12

description: Daily files of eNATL60-BLBT02 Temperature Salinity and Vertical velocity fields at 60m for year 2009 month 12
DOI: 10.18462/iir.icr.2023.0372
title: The use of toxicological data in refrigeration hazard analysis.
DOI: 10.18462/iir.icr.2023.0370
title: Lessons drawn from safety database and press reports of ammonia refrigeration incidents.
DOI: 10.18462/iir.icr.2023.0366
title: Determination of suitable exposure limits for quantitative risk assessments of ammonia refrigeration installations.
DOI: 10.6073/pasta/91e50d1b12f2fc08f0162ed8ef5fcc9f
title: Rainfall at El Verde Field Station, Rio Grande, Puerto Rico since 1975

description: Rainfall at El Verde Field Station is measured manually using a rain collector placed on the station roof. The collector is mostly open, but some degree of interference from tall trees around the station is possible. A technician measures rainfall daily during workdays. For weekends and holidays, the amount of precipitation is measured on the next working day and divided equally among the days since the last reading. Rainfall has been measured at the El Verde Field Station since 1964. McDowell and Estrada-Pinto, 1988 presents a description of the collection procedures, raw data from 1964 to 1986, and some summary statistics for this period of record. Precipitation for this period showed some seasonality in monthly means, with a peak in May. Monthly averages for the period of 1975 to current chart can be found at this site. The highest values for the monthly averages for the period of 1975 to 2000 are from August to December with a low in October and November the highest. In this period the highest amount of total annual rainfall was in 1998 with 5293.61 mm and the minimum in 1994 with 1402.87 mm. Support for this work was provided by grants BSR-8811902, DEB-9411973, DEB-9705814 , DEB-0080538, DEB-0218039 , DEB-0620910 , DEB-1239764, DEB-1546686, and DEB-1831952 from the National Science Foundation to the University of Puerto Rico as part of the Luquillo Long-Term Ecological Research Program. Additional support provided by the University of Puerto Rico and the International Institute of Tropical Forestry, USDA Forest Service.
DOI: 10.18462/iir.icr.2023.0347
title: A prototype with Xenon to simulate the future advance refrigeration unit for cooling of silicon detector trackers.
DOI: 10.18462/iir.icr.2023.0343
title: The influence of evaporation pressure dynamics on energy consumption.
DOI: 10.5281/zenodo.10261862
title: Gaussian synthetic cluster datasets

description: A collection of 20 structurally diverse synthetic datasets that consist of randomly generated gaussian distributions varying in number of objects (5000 or 10000), number of features (20,40,50,60), number of clusters (3,8,15,20), cluster sizes, cluster standard deviations, cluster overlap, and cluster anisotropy. Can be used to test clustering methods.
DOI: 10.5281/zenodo.10261863
title: Gaussian synthetic cluster datasets

description: A collection of 20 structurally diverse synthetic datasets that consist of randomly generated gaussian distributions varying in number of objects (5000 or 10000), number of features (20,40,50,60), number of clusters (3,8,15,20), cluster sizes, cluster standard deviations, cluster overlap, and cluster anisotropy. Can be used to test clustering methods.
DOI: 10.18462/iir.icr.2023.0339
title: Solar assisted gas cooler integrated system, theoretical and experimental analysis.
DOI: 10.23728/b2share.370f360d25f442ce94bf9a31141e288e
title: Värriö SMEAR I meteorology and evapotranspiration 2018-2022

description: This dataset contains evapotranspiration (ET) measured with eddy covariance above the SMEAR I forest at 16.6 m height, and meterological variables for calculating potential evapotranspiration. The data were measured at SMEAR I research station in Värriö, Salla, Finland, during years 2018–2022. The original data at 1 or 30 min time resolution were aggregated into daily sums, means, minima or maxima. ET was gap-filled whereas the other variables were left unfilled and excluded on days when the proportion of missing observations exceeded 10%. The variables are described in more detail in the data file.
DOI: 10.18462/iir.icr.2023.0332
title: Experimental investigation on a Joule-Thomson refrigeration cycle with a ternary mixture of hydrocarbons for low-temperature freezer.
DOI: 10.18462/iir.icr.2023.0325
title: Thermodynamic analysis of a conical screw spindle compressor for R718.
DOI: 10.18462/iir.icr.2023.0321
title: Experimental assessment on the performance difference between R245fa and R1224yd(Z) as the working fluid of an ejector refrigeration cycle.
DOI: 10.18462/iir.icr.2023.0303
title: Suitability of models of different complexity for deployment in a model predictive controller of a refrigerating system with thermal energy storage.
DOI: 10.18462/iir.icr.2023.0292
title: Improved indirect measuring methods for assessing the energy efficiency of a low temperature refrigerating system.
DOI: 10.18462/iir.icr.2023.0273
title: Methodology for frost growth estimation in fin and tube evaporators and the potential use in the optimization of defrost time.