cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7gmkf6yyst.1
title: Survey data on the Correlates of Substance Use among Internal Displaced Persons in Maiduguri, Nigeria

description: Background: Internally displaced persons (IDPs) are frequently subjected to traumatic events, making them vulnerable to using substances. This study explores predictors and types of substances used by IDPs, prevalence of substance dependence, and reasons for substance use.
Methods: Cross-sectional survey data were obtained from 520 IDPs living in camps located in Borno State, Nigeria. The Drug Use Disorders Identification Test (DUDIT) was adapted and administered to the participants. IBM SPSS was used to conduct univariate and multivariate linear regression analyses.
Results: More than half (66.2%, n = 344) of the survey participants used at least one substance while a third of them (31.2%, n = 162) used more than one substance. About one in ten respondents met the instrument cut-off for dependence. The most popular substance used was Kolanut (46.5%, n = 242). 
Popular reasons for substance use were availability of substance, influence from others, and having a disease condition. Education, marital status, employment, and number of substances used were significantly associated with substance dependence.
Conclusions: A high prevalence of substance use was found among the IDPs. The study highlights the need for intervention in the substance use problem affecting this vulnerable population
DOI: 10.17632/zmgp7dsj3m.1
title: MLV can integrate primary cells

description: qPCR, Western Blot, Immunofluorescence, PLA assay
DOI: 10.17632/jv8jhwrnyd.1
title: MRI and Powerpoint Images from the article: Characterization of blood-brain barrier opening induced by transcranial histotripsy in murine brains

description: Raw T2, T2*, T1, and T1-Gadolinium MRI (7T Varian Small Animal Scanner) images and processed powerpoint images of the data shown in the manuscript.
DOI: 10.17632/jv8jhwrnyd.2
title: MRI and Powerpoint Images from the article: Characterization of blood-brain barrier opening induced by transcranial histotripsy in murine brains

description: Raw T2, T2*, T1, and T1-Gadolinium MRI (7T Varian Small Animal Scanner) images and processed powerpoint images of the data shown in the manuscript.
DOI: 10.6084/m9.figshare.24063954
title: Arabidopsis Flowering Synchrony Project Raw Data

description: Raw data of the vernalization-induced flowering synchrony project in the Runcie lab.
DOI: 10.6084/m9.figshare.24063954.v1
title: RNAseq_Metadata.csv

description: Metadata of the RNAseq experiment in the vernalization-induced flowering synchrony project in the Runcie lab.
DOI: 10.6084/m9.figshare.24063954.v2
title: Arabidopsis Flowering Synchrony Project Raw Data

description: Raw data of the vernalization-induced flowering synchrony project in the Runcie lab.
DOI: 10.5281/zenodo.8306884
title: Lake Ontario model data - 2013 & 2018

description: This is the dataset that was generated by the model during the calibration and validation process for the Lake Ontario Hydrodynamic model developed in DHI's Mike 3 framework. Contains: water temperature data Current data Water level data Wave data metadata that identifies the position of the instruments and model observation points
DOI: 10.5281/zenodo.8306883
title: Lake Ontario model data - 2013 & 2018

description: This is the dataset that was generated by the model during the calibration and validation process for the Lake Ontario Hydrodynamic model developed in DHI's Mike 3 framework. Contains: water temperature data Current data Water level data Wave data metadata that identifies the position of the instruments and model observation points
DOI: 10.17632/ncmfyv7tsh.1
title: ATP_release_dataset

description: The difference of the released ATP levels from RBCs of 8- and 24-week-old, female and male, ApoE/LDLR-/- and C57BL/6J mice in response to 3V cocktail (absence and presence of carbenoxolone), hypoxia (absence and presence of carbenoxolone), and low pH (7.03 ± 0.02).
DOI: 10.5281/zenodo.8306870
title: Machine learning-based detection of weather fronts with DL-FRONT in CESM1.3

description: These data are the results of detecting weather fronts with the machine learning algorithm DL-FRONT (see Biard and Kunkel 2019) in simulations with the Community Earth System Model, version 1.3 (CESM1.3, see Meehl et al. 2019). The specific CESM1.3 simulations used here include: a historical climate simulation from 2000 to 2005, a simulation with Representative Concentration Pathway 2.6 (RCP2.6) forcing from 2006 to 2015, and a simulation with Representative Concentration Pathway 8.5 (RCP8.5) forcing from 2086–2100. See Dagon et al. 2022 for a publication analyzing these machine learning detected weather fronts and associated extreme precipitation in historical and future climates. At each 3-hourly time step of simulation output over a North American spatial domain (10-77ºN, 171-31°W), DL-FRONT produced a set of spatial grids at 1° spatial resolution, for each of the five categories: cold front, warm front, stationary front, occluded front, and no front. Each cell in a spatial grid for a given category records the network-assigned probability (from 0.0 to 1.0) that the cell is in a weather front boundary region of that category (or, for the "no front" category, the probability that the cell is not in any weather front boundary region). The dataset contains three sets of files. The first set contains the original front probability maps. The second set contains "one hot" versions of the front probability maps. In the one hot version the five front-type probabilities for a spatial grid cell for a given time step are replaced by the value 1 for the largest front-type probability, and by 0 for the others. The third set contains front crossing rates (monthly, seasonal, annual) and climatologies/anomalies/standard deviations (monthly, seasonal) for each front type. The front probability files have names that follow the form cesm_fronts_&lt;start_year&gt;_&lt;end_year&gt;.nc for each simulation period. The one hot files have names that follow the form cesm_fronts__&lt;start_year&gt;_&lt;end_year&gt;_MaskedNetCDF_customgrid.nc. The rates files have names that follow the form cesm_fronts_&lt;start_year&gt;_&lt;end_year&gt;_frontRates_viaPolylines_customgrid.nc. For the one-hot and rates files, the historical and RCP2.6 simulation output have been combined into a single file.
description: {"references": ["https://doi.org/10.5194/ascmo-5-147-2019", "https://doi.org/10.1029/2019GL084057", "https://doi.org/10.1029/2022JD037038"]}
DOI: 10.5281/zenodo.8306869
title: Machine learning-based detection of weather fronts with DL-FRONT in CESM1.3

description: These data are the results of detecting weather fronts with the machine learning algorithm DL-FRONT (see Biard and Kunkel 2019) in simulations with the Community Earth System Model, version 1.3 (CESM1.3, see Meehl et al. 2019). The specific CESM1.3 simulations used here include: a historical climate simulation from 2000 to 2005, a simulation with Representative Concentration Pathway 2.6 (RCP2.6) forcing from 2006 to 2015, and a simulation with Representative Concentration Pathway 8.5 (RCP8.5) forcing from 2086–2100. See Dagon et al. 2022 for a publication analyzing these machine learning detected weather fronts and associated extreme precipitation in historical and future climates. At each 3-hourly time step of simulation output over a North American spatial domain (10-77ºN, 171-31°W), DL-FRONT produced a set of spatial grids at 1° spatial resolution, for each of the five categories: cold front, warm front, stationary front, occluded front, and no front. Each cell in a spatial grid for a given category records the network-assigned probability (from 0.0 to 1.0) that the cell is in a weather front boundary region of that category (or, for the "no front" category, the probability that the cell is not in any weather front boundary region). The dataset contains three sets of files. The first set contains the original front probability maps. The second set contains "one hot" versions of the front probability maps. In the one hot version the five front-type probabilities for a spatial grid cell for a given time step are replaced by the value 1 for the largest front-type probability, and by 0 for the others. The third set contains front crossing rates (monthly, seasonal, annual) and climatologies/anomalies/standard deviations (monthly, seasonal) for each front type. The front probability files have names that follow the form cesm_fronts_&lt;start_year&gt;_&lt;end_year&gt;.nc for each simulation period. The one hot files have names that follow the form cesm_fronts__&lt;start_year&gt;_&lt;end_year&gt;_MaskedNetCDF_customgrid.nc. The rates files have names that follow the form cesm_fronts_&lt;start_year&gt;_&lt;end_year&gt;_frontRates_viaPolylines_customgrid.nc. For the one-hot and rates files, the historical and RCP2.6 simulation output have been combined into a single file.
description: {"references": ["https://doi.org/10.5194/ascmo-5-147-2019", "https://doi.org/10.1029/2019GL084057", "https://doi.org/10.1029/2022JD037038"]}
DOI: 10.6084/m9.figshare.20419125
title: COVID-19 and tinnitus: an initiative to improve tinnitus care

description: To investigate the effects of COVID-19 on individuals with tinnitus and their views to guide future tinnitus care. A mixed-methods cross-sectional research design. An online survey was completed by 365 individuals with tinnitus from Australia and other countries. Tinnitus was reported to be more bothersome during the pandemic by 36% of respondents, whereas 59% reported no change and 5% reported less bothersome tinnitus. Nearly half of the respondents had received COVID-19 vaccination(s) and 12% of them reported more bothersome tinnitus while 2% developed tinnitus post-vaccination. Australian respondents spent less time in self-isolation or quarantine and saw fewer change in in-person social contact than respondents from other countries. More than 70% of respondents thought that tinnitus care services were insufficient both before and during the pandemic. Regarding their opinions on how to improve tinnitus care in the future, five themes including alleviation of condition, government policies, reduced barriers, self- and public-awareness, and hearing devices were identified. A majority of respondents did not perceive any change in tinnitus perception and one-third of respondents had worsened tinnitus during the pandemic. To improve tinnitus care, better awareness and more accessible resources and management are crucial.
DOI: 10.6084/m9.figshare.20267631
title: Improving the implementation of family-centred care in adult audiology appointments: a feasibility intervention study

description: There is mounting evidence for implementing family-centred care (FCC) in adult audiology services, however FCC is not typically observed in adult clinical practice. This study implemented an intervention to increase family member attendance and involvement within adult audiology appointments. The study involved a mixed method design over three key phases: Standard Care, Intervention I (increasing family member attendance), and Intervention II (increasing family member involvement). Staff from four private audiology clinics within one organisation participated in the intervention. Data was collected from different clients in each phase (<i>n</i> = 27 Standard Care, <i>n</i> = 30 Intervention I, and <i>n</i> = 23 Intervention II). Family member attendance increased from 26% of appointments in Standard Care to 40% at Intervention I, and 48% at Intervention II. Family member involvement also showed improvement on some measures (video analysis) although talk time did not significantly increase. Significant improvements in client satisfaction with services were found (Net Promoter Score and Measure of Processes of Care). The implementation of FCC in audiology clinics needs to be an ongoing, whole-of-clinic approach, including staff in all roles. Increasing family member attendance at adult audiology appointments can lead to benefits to client satisfaction with services.
DOI: 10.6084/m9.figshare.20419125.v1
title: COVID-19 and tinnitus: an initiative to improve tinnitus care

description: To investigate the effects of COVID-19 on individuals with tinnitus and their views to guide future tinnitus care. A mixed-methods cross-sectional research design. An online survey was completed by 365 individuals with tinnitus from Australia and other countries. Tinnitus was reported to be more bothersome during the pandemic by 36% of respondents, whereas 59% reported no change and 5% reported less bothersome tinnitus. Nearly half of the respondents had received COVID-19 vaccination(s) and 12% of them reported more bothersome tinnitus while 2% developed tinnitus post-vaccination. Australian respondents spent less time in self-isolation or quarantine and saw fewer change in in-person social contact than respondents from other countries. More than 70% of respondents thought that tinnitus care services were insufficient both before and during the pandemic. Regarding their opinions on how to improve tinnitus care in the future, five themes including alleviation of condition, government policies, reduced barriers, self- and public-awareness, and hearing devices were identified. A majority of respondents did not perceive any change in tinnitus perception and one-third of respondents had worsened tinnitus during the pandemic. To improve tinnitus care, better awareness and more accessible resources and management are crucial.
DOI: 10.6084/m9.figshare.20537784
title: Working-age first-time hearing aid users’ self-reported outcomes

description: To study patient-reported hearing aid (HA) rehabilitation outcomes, social-communicative functioning, and expectations/experiences during eight months of HA use. Three self-reporting instruments, the International Outcome Inventory for Hearing Aids (IOI-HA), the Quantified Denver Scale of Communicative Function (QDS), and questionnaires tapping pre-rehabilitation expectations (HA-EXP-Q1) and post-rehabilitation experiences (HA-EXP-Q2) were administered. 144 patients ages 23–66 with gradually acquired, adult-onset, mild-to-moderate sensorineural hearing loss affecting both ears who acquired their first HAs. According to self-reports, HA rehabilitation outcomes were good, and everyday social-communicative functioning improved after one month and after eight months of HA use. When the effects from demographic and audiological variables were analysed, younger age and positive expectations of HAs were associated with better outcomes and social-communicative functioning. The form or hearing loss severity, and the type or number of HAs did not affect outcomes. Working-age HA users reported better HA outcomes than older adults in previous studies. Coping in work life may be a strong motivator for active HA use. Considering that younger age and positive expectations resulted in better outcomes, early rehabilitation that supports positive and realistic expectations of HA performance is essential.
DOI: 10.6084/m9.figshare.20267631.v2
title: Improving the implementation of family-centred care in adult audiology appointments: a feasibility intervention study

description: There is mounting evidence for implementing family-centred care (FCC) in adult audiology services, however FCC is not typically observed in adult clinical practice. This study implemented an intervention to increase family member attendance and involvement within adult audiology appointments. The study involved a mixed method design over three key phases: Standard Care, Intervention I (increasing family member attendance), and Intervention II (increasing family member involvement). Staff from four private audiology clinics within one organisation participated in the intervention. Data was collected from different clients in each phase (<i>n</i> = 27 Standard Care, <i>n</i> = 30 Intervention I, and <i>n</i> = 23 Intervention II). Family member attendance increased from 26% of appointments in Standard Care to 40% at Intervention I, and 48% at Intervention II. Family member involvement also showed improvement on some measures (video analysis) although talk time did not significantly increase. Significant improvements in client satisfaction with services were found (Net Promoter Score and Measure of Processes of Care). The implementation of FCC in audiology clinics needs to be an ongoing, whole-of-clinic approach, including staff in all roles. Increasing family member attendance at adult audiology appointments can lead to benefits to client satisfaction with services.
DOI: 10.6084/m9.figshare.20537784.v1
title: Working-age first-time hearing aid users’ self-reported outcomes

description: To study patient-reported hearing aid (HA) rehabilitation outcomes, social-communicative functioning, and expectations/experiences during eight months of HA use. Three self-reporting instruments, the International Outcome Inventory for Hearing Aids (IOI-HA), the Quantified Denver Scale of Communicative Function (QDS), and questionnaires tapping pre-rehabilitation expectations (HA-EXP-Q1) and post-rehabilitation experiences (HA-EXP-Q2) were administered. 144 patients ages 23–66 with gradually acquired, adult-onset, mild-to-moderate sensorineural hearing loss affecting both ears who acquired their first HAs. According to self-reports, HA rehabilitation outcomes were good, and everyday social-communicative functioning improved after one month and after eight months of HA use. When the effects from demographic and audiological variables were analysed, younger age and positive expectations of HAs were associated with better outcomes and social-communicative functioning. The form or hearing loss severity, and the type or number of HAs did not affect outcomes. Working-age HA users reported better HA outcomes than older adults in previous studies. Coping in work life may be a strong motivator for active HA use. Considering that younger age and positive expectations resulted in better outcomes, early rehabilitation that supports positive and realistic expectations of HA performance is essential.
DOI: 10.6084/m9.figshare.20557781
title: Barriers to hearing aid adoption among older adults in mainland China

description: This study aimed to explore barriers to hearing aid adoption amongst older adults in mainland China. Semi-structured interviews were audio-recorded and analysed using qualitative thematic analysis. The study included 12 older adults who had seen ENTs and had not adopted hearing aids. Three overarching themes and ten subthemes were generated to explain why older adults in mainland China do not adopt hearing aids: (1) Desire a cure for hearing loss, (2) Lack of a perceived need for hearing aids, and (3) Negative impressions of, and misconceptions about, hearing aids. Although barriers are similar to those reported in Western societies, the under-developed hearing healthcare infrastructure, Chinese health beliefs, Chinese culture, and low health literacy play important roles in preventing older adults to adopt hearing aids in mainland China. To identify barriers to hearing aid adoption and address them, hearing health practitioners should learn what older adults know about their hearing loss, how they perceive the effects of hearing loss, and how they feel about hearing aids.
DOI: 10.6084/m9.figshare.20557781.v1
title: Barriers to hearing aid adoption among older adults in mainland China

description: This study aimed to explore barriers to hearing aid adoption amongst older adults in mainland China. Semi-structured interviews were audio-recorded and analysed using qualitative thematic analysis. The study included 12 older adults who had seen ENTs and had not adopted hearing aids. Three overarching themes and ten subthemes were generated to explain why older adults in mainland China do not adopt hearing aids: (1) Desire a cure for hearing loss, (2) Lack of a perceived need for hearing aids, and (3) Negative impressions of, and misconceptions about, hearing aids. Although barriers are similar to those reported in Western societies, the under-developed hearing healthcare infrastructure, Chinese health beliefs, Chinese culture, and low health literacy play important roles in preventing older adults to adopt hearing aids in mainland China. To identify barriers to hearing aid adoption and address them, hearing health practitioners should learn what older adults know about their hearing loss, how they perceive the effects of hearing loss, and how they feel about hearing aids.
DOI: 10.5281/zenodo.8306939
title: Población de Perú: 1995-2030

description: Población proyectada de Perú, para los años 1995-2030
DOI: 10.5281/zenodo.8306938
title: Población de Perú: 1995-2030

description: Población proyectada de Perú, para los años 1995-2030
DOI: 10.5281/zenodo.8306571
title: Raw Reads and mapped reads, CP, Pac-Bio

description: These files include the assembly itself (fasta format), as well as the Pac-Bio subreads, which have been mapped back to the assembly.
DOI: 10.5281/zenodo.8306570
title: Raw Reads and mapped reads, CP, Pac-Bio

description: These files include the assembly itself (fasta format), as well as the Pac-Bio subreads, which have been mapped back to the assembly.
DOI: 10.3886/e193524
title: Virtual BUILD Research Collaboratory

description: This dataset includes measures from the innovative Virtual BUILD Research Collaboratory (VBRC). The purpose of VBRC was to train Black, Indigenous, and people of color (BIPOC) students to apply their unique perspectives to biomedical research. These training activities were evaluated using a pre-post survey design that included both validated and new psychosocial scales. A new scale was piloted to measure culturally relevant pedagogy.
DOI: 10.3886/e193524v1
title: Virtual BUILD Research Collaboratory

description: This dataset includes measures from the innovative Virtual BUILD Research Collaboratory (VBRC). The purpose of VBRC was to train Black, Indigenous, and people of color (BIPOC) students to apply their unique perspectives to biomedical research. These training activities were evaluated using a pre-post survey design that included both validated and new psychosocial scales. A new scale was piloted to measure culturally relevant pedagogy.
DOI: 10.26208/6dsc-ts33
title: Numerical Simulation Output for the Markowski (2024) Tornadogenesis Study

description: This dataset contains the model output created and analyzed by Markowski (2024) in his study of tornado formation in a high-resolution simulation of a supercell thunderstorm.  A simulation produced for a prior study on tornado predictability (Markowski 2020) is reanalyzed for the purpose of examining the fine-scale details of tornadogenesis.  It is found that the formation of a tornado-like vortex in the simulation differs from how such vortices have been understood to form in previous numerical simulations.  The main difference between the present simulation and past ones is the inclusion of a turbulent boundary layer in the storm’s environment in the present case, whereas prior simulations have used a laminar boundary layer.  The surface layer in the turbulent environment contains significant vertical vorticity (> 0.03 /s at z = 7.5 m) organized in the form of streaks aligned with the southerly ground-relative winds.  The vertical vorticity streaks are associated with corrugations in the vertical plane in the predominantly horizontal, westward-pointing environmental vortex lines; the vortex-line corrugations are produced by the vertical drafts associated with coherent turbulent eddies aligned with the southerly ground-relative winds.  The environmental vertical vorticity streaks serve as focal points for tornadogenesis, and may actually facilitate tornadogenesis, given how near-surface vertical vorticity in the environment can rapidly amplify when subjected to the strong, persistent convergence beneath a supercell updraft. In addition to the model output, the dataset also includes all code used to perform the analyses and create the figures shown in the above-referenced journal publication.