cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34976/6hen-vd80
title: PMA Ethiopia 2019 Cross-sectional Household and Female Survey

description: PMA Ethiopia 2019 Cross-sectional Household and Female (HQFQ) survey used a two-stage cluster design with urban-rural, major regions as strata. A total of 265 enumeration areas (EAs) selected from the master sample frame of the Central Statistical Agency. A cross-section of 35 households were randomly selected from within each enumeration area. All women age 15-49-years old in the selected households were eligible for the cross-sectional survey. A total of 9,108 households (98.4%) and 8,837 women (98.5%) completed the cross-sectional survey. Data collection was conducted between September and December 2019. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/zvvy-x402
DOI: 10.34976/afj0-j490
title: PMA2020 India (Rajasthan) Round 1 Service Delivery Point Survey (2016)

description: India Round 1 (Rajasthan) Service Delivery Point (SQ) survey used a two-stage cluster design with urban-rural and regional strata. In total there were 24 strata, 8 urban and 18 rural. A sample of 147 enumeration areas (EAs) was drawn by the International Institute of Population Sciences (IIPS) from the census. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between May and August, 2016. The final sample was 308 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/hfkm-5146
title: PMA2020 Burkina Faso Round 3 Service Delivery Point Survey (2016)

description: Burkina Faso Round 3 Service Delivery Point (SQ) survey used a two-stage cluster design with urban and rural strata. A sample of 83 enumeration areas (EAs) was drawn by INSD. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between March and May, 2016. The final completed sample was 132 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/ntnq-fn26
title: PMA Côte d’Ivoire Phase 2 Household and Female Survey (2022)

description: PMA Côte d’Ivoire Phase 2 Household and Female survey collects data on knowledge, practice, and coverage of family planning services in 122 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and within urban/rural strata. The final sample included 3,830 (95.7%) households and 3,948 (96.0%) women who completed the interviews for the cross-sectional survey. The data was collected between September and January 2022.Phase 2 panel data collection was conducted among females aged 15-49 at the time of the Phase 2 survey who were interviewed at the baseline survey between September and November 2020 and consented to follow-up. Of the 4,074 eligible respondents, 21.1% were not reached for follow-up. Of those reached, 3,117 (76.5%) completed the survey, for a response rate of 96.9% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/rrjd-7k81
title: PMA2020 Democratic Republic of Congo (Kinshasa, Kongo Central) Round 5 Service Delivery Point Survey (2016)

description: Democratic Republic of Congo (Kinshasa) Round 5 Service Delivery Point (SQ) survey used a two-stage cluster design. A sample of 58 enumeration areas (EAs) was drawn. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between September and October, 2016. The final completed sample was 171 SDPs.Democratic Republic of Congo (Kongo Central) Round 5 Service Delivery Point (SQ) survey used a two-stage cluster design. A sample of 52 enumeration areas (EAs) was drawn. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between September and October, 2016. The final completed sample was 102 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/xhr6-5683
title: PMA Côte d’Ivoire Phase 2 Client Exit Interview Baseline Survey (2022)

description: PMA Côte d’Ivoire Phase 2 Client Exit Interview Baseline Survey includes 122 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the national and regional levels, and within urban/rural strata. The final sample included 1,012 clients which completed the interview. Data collection was conducted in between September 2021 and January 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.34976/y0w2-5j59
title: PMA Burkina Faso Phase 1 Household and Female Survey (2020)

description: PMA Burkina Faso Phase 1 Household and Female Survey includes a total of 167 enumeration areas (EAs). The EAs were drawn using the stratified cluster design with urban-rural strata from the l’Institut National de la Statistique et de la Démographie (INSD) master sampling frame. The results are nationally representative. The region, Centre, is representative of urban area only, and Hauts-Bassins is representative for both region and urban/rural levels. The final sample included 5,695 (97.5%) households and 6,590 (95.8%) de facto women which completed the interview. Data collection was conducted between December 2019 and February 2020. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.7281/t1/bmathh
title: Data associated with the publication: Distinct movement patterns generate stages of spider web-building

description: This archive contains the raw video files for all webs used in publication, as well as the LEAP and DeepLabCut models, and tSNE embeddings that were the result of analyzing these videos.
DOI: 10.7281/t1/gtuuug
title: Data associated with the publication: Stick-slip unfolding favors self-association of expanded HTT mRNA

description: In Huntington’s Disease (HD) and related disorders, expansion of CAG trinucleotide repeats produces a toxic gain of function in affected neurons. Expanded huntingtin (expHTT) mRNA forms aggregates that sequester essential RNA binding proteins, dysregulating mRNA processing and translation. The physical basis of RNA aggregation has been difficult to disentangle owing to the heterogeneous structure of the CAG repeats. Here, we probe the folding and unfolding pathways of expHTT mRNA using single-molecule force spectroscopy. Whereas normal HTT mRNAs unfold reversibly and cooperatively, expHTT mRNAs with 20 or 40 CAG repeats slip and unravel non-cooperatively at low tension. Slippage of CAG base pairs is punctuated by concerted rearrangement of adjacent CCG trinucleotides, trapping partially folded structures that readily base pair with another RNA strand. We suggest that the conformational entropy of the CAG repeats, combined with stable CCG base pairs, creates a stick-slip behavior that explains the aggregation propensity of expHTT mRNA. This dataset comprises metadata, analysis scripts, single molecule force recordings, and analyzed data used to create the figures in this manuscript.
DOI: 10.7281/t1/hrk27v
title: Data associated with the publication: The cellular architecture of memory modules in Drosophila supports stochastic input integration

description: Article abstract: The ability to associate neutral stimuli with valence information and to store these associations as memories forms the basis for decision making. To determine the underlying computational principles, we build a realistic computational model of a central decision module within the Drosophila mushroom body (MB), the fly’s center for learning and memory. Our model combines the electron microscopy-based architecture of one MB output neuron (MBON-alpha 3), the synaptic connectivity of its 948 presynaptic Kenyon cells (KCs), and its in vivo membrane properties obtained from patch-clamp recordings. We show that this neuron is electrotonically compact and that synaptic input corresponding to simulated odor input robustly drives its spiking behavior. Therefore, sparse innervation by KCs can efficiently control and modulate MBON activity in response to learning with minimal requirements on the specificity of synaptic localization. This architecture allows efficient storage of large numbers of memories using the flexible stochastic connectivity of the circuit.
DOI: 10.7281/t1/irl0ie
title: Data associated with the publication: Plug-and-play protein biosensors using aptamer-regulated in vitro transcription

description: The data archive includes raw fluorescence counts and normalized fluorescence counts.
DOI: 10.7281/t1/l8up2g
title: Universal vs. Conditional 3-day follow up visit for children with unclassified fever at the community level: a cluster-randomized, community-based non-inferiority trial in Kalemie, Democratic Republic of Congo

description: Our group conducted a community-based non-inferiority trial in rural Democratic Republic of Congo to examine whether or not simplified approaches to following up children with uncomplicated fever would result in similar clinical failure rates as currently recommended more intensive follow up regimens. Between 2014 and 2016, we enrolled &gt;4,000 children with uncomplicated fever from 28 communities in and around Kalemie, DRC. Eligible children were enrolled, provided either the current recommended universal follow-up advice (i.e. all return to CHW regardless of progression of illness) or the proposed simpler conditional follow-up advice (i.e. return to CHW only if illness continues or worsens). The primary outcome of the study was clinical failure, based on a range of clinical criteria assessed by CHWs at a home-based visit 7 days after enrollment
DOI: 10.7281/t1/n96ids
title: Data associated with the publication: The thermodynamic effects of solute on void nucleation in Mg alloys

description: This dataset consists of molecular dynamics data and meta-data associated with replica exchange transition interface sampling simulations in Mg–Al alloys with high vacancy concentrations. These studies indicate that the presence of a solute reduces thermodynamic barriers to the clustering of vacancies and the formation of voids. The emergence of local minima in the free energy along the reaction coordinate suggests that void formation may become a multi-step process in the presence of a solute. In this scenario, vacancies agglomerate with solute before they coalesce into a stable void with well-defined internal surfaces. The emergence of vacancy–solute clusters as intermediate states would imply that classical nucleation theory is unlikely to adequately describe void formation in alloys at high vacancy concentrations, a likely precursor for alloy strengthening through nanoscale precipitation.
DOI: 10.7281/t1h41pbj
title: Data associated with: Functional surfaces for high-resolution analysis of cancer cell interactions on exogenous hyaluronic acid

description: Datasets, imagery, and supplementary files associated primarily with selected figures from the title publication. From the abstract: Hyaluronic acid, a nonsulfated, linear glycosaminoglycan, is ubiquitously distributed in the extracellular matrix and is known to facilitate tumor progression by enhancing invasion, growth, and angiogenesis. Native HA has been attached to substrates to create patterned surfaces resistant to cell adhesion, and has been utilized in a variety of cell adhesion studies using either non covalently bound layers patterned by soft lithography or related methods. We use a new approach to study cell interactions with HA-presenting regions, by covalently linking HA adjacent to PEG-ylated regions, which resist cell adhesion. Colon and breast cancer cells seeded on the patterned HA surfaces adhere preferentially on HA-presenting regions and proliferate there. Furthermore, we demonstrate that cell adhesion is inhibited with the blocking of HA receptor, CD44, and that cellular adhesive processes, through protrusions spreading onto the HA surface, enhance spreading and movement outside the HA-presenting regions. Overall, this approach allows high-resolution analysis of cancer cell attachment, growth, and migration on exogenous native HA.
DOI: 10.7281/t1rfx9bq
title: Data and code associated with the publication: Distinct distribution of subplate neuron subtypes between the sensory cortices during the early postnatal period

description: The deposited data includes MATLAB scripts (.m files) and the corresponding data (.m files) required to reproduce the figures in the publication. Fluorescence captured images for each figure was also included for better visualization.
DOI: 10.34976/9k4s-0c14
title: PMA2020 Burkina Faso Round 2 Service Delivery Point Survey (2015)

description: Burkina Faso Round 2 Service Delivery Point (SQ) survey used a two-stage cluster design with urban and rural strata. A sample of 53 enumeration areas (EAs) was drawn by INSD. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between May and June, 2015. The final completed sample was 100 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/d2fx-f050
title: PMA Côte d’Ivoire Phase 2 Client Exit Interview Follow-up Survey (2022)

description: PMA Côte d’Ivoire Phase 2 Follow-up Client Exit Interview includes 122 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the national and regional levels, and within urban/rural strata. The final sample included 620 clients which completed the Follow-up interview. Data collection was conducted in May 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.34976/ertm-w464
title: PMA2020 Ethiopia Round 4 Service Delivery Point Survey (2016)

description: Ethiopia Round 4 Service Delivery Point (SQ) survey used a two-stage cluster design with urban-rural and major regions as strata. A sample of 221 enumeration areas (EAs) was drawn by the Central Statistical Agency from its master sampling frame. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between March and April, 2016. The final completed sample was 456 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/gf6e-f808
title: PMA Niger Phase 3 Service Delivery Point Survey (2023)

description: PMA Niger Phase 3 (NEP3) Service Delivery Point Survey includes 103 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national and regional level. The final sample included 289 facilities which completed the interview. Data collection was conducted in July 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/f0vf-qd73
DOI: 10.34976/r4kf-k046
title: PMA2020 Democratic Republic of Congo (Kinshasa, Kongo Central) Round 4 Household Female Survey (2016)

description: Democratic Republic of Congo (Kinshasa) Round 4 Household and Female (HQFQ) survey included a sample of 58 enumeration areas (EA) was drawn (PPS) in Kinshasa. Each EA was listed and mapped; 30 households were randomly selected. Occupants in selected households were enumerated and eligible females of reproductive age (15-49) were contacted and consented for interview. The final sample included 1,774 completed households, and 2,756 completed female surveys. Data collection was conducted between October, 2015 and January, 2016. Democratic Republic of Congo (Kongo Central) Round 4 Household and Female (HQFQ) survey included a sample of 52 enumeration areas (EA) was drawn (PPS) in Kongo Central. Each EA was listed and mapped; 30 households were randomly selected. Occupants in selected households were enumerated and eligible females of reproductive age (15-49) were contacted and consented for interview. The final sample included 1,625 completed households, and 1,578 completed female surveys. Data collection was conducted between October, 2015 and January, 2016. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/rp7q-mm47
title: PMA2020 Côte d’Ivoire Round 1 Service Delivery Point Survey (2017)

description: Côte d’Ivoire Round 1 Service Delivery Point (SQ) survey data provide representative estimates at the national and urban and rural level. A total of 73 enumerations areas (EAs) were selected by Côte d’Ivoire’s National Statistics Institute, using probability proportional to size, from a sampling frame provided by the Fourth General Census of Population and Housing in 2014. Structures, households, and service delivery points (SDPs) were enumerated in each selected EA. The SDP sample included three public SDPs that serve an EA and up to three private SDPs within the EA. Data collection occurred from September-October 2017. The final sample included 140 complete SDP interviews. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/y6k8-7t23
title: PMA2020 Ghana Round 6 Service Delivery Point Survey (2017)

description: Ghana Round 6 Service Delivery Point (SQ) survey used a two-stage cluster design with urban-rural, major ecological zones as the strata. A sample of 100 enumeration areas (EA) was drawn by the Ghana Statistical Service from its master sampling frame. In each EA, private health facilities were listed and mapped. The final sample included 183 SDPs. Data collection was conducted between September and November 2017. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.7281/t1/bwcskl
title: Data and code associated with the publication: Simple models of directly measured energy landscapes for different shaped particles in nonuniform AC electric fields

description: Data for this paper, including tracked particle trajectories (.mat) and custom analysis codes (.mat) for calculating measured energy landscapes via “Boltzmann Inversion” for anisotropic particles.
DOI: 10.7281/t1/d06yvm
title: Data associated with the publication "Concretely Annotated Corpora"

description: Under the heading Concretely Annotated, we are processing a variety of standard corpora with multiple popular NLP tool-chains, collected together under a single data schema we have created that we refer to as CONCRETE. We envision a multimodal workflow, where, e.g., knowledge can be extracted from both text and audio. We developed CONCRETE to record and share annotations on structured human language data – both text and speech.
DOI: 10.7281/t1/nl3htw
title: Data associated with the publication: Abundant and Persistent Sulfide-oxidizing Microbial Populations are Responsive to Hypoxia in the Chesapeake Bay

description: The number, size and severity of aquatic low oxygen dead-zones are increasing worldwide. Microbial processes in low oxygen environments have important ecosystem-level consequences, such as denitrification, greenhouse gas production and acidification. To identify key microbial processes occurring in low oxygen bottom waters of the Chesapeake Bay, we sequenced both 16S rRNA genes and shotgun metagenomic libraries to determine the identity, functional potential and spatiotemporal distribution of microbial populations in the water column. Unsupervised clustering algorithms grouped samples into three clusters using water chemistry or microbial communities, with extensive overlap of cluster composition between methods. Clusters were strongly differentiated by temperature, salinity, and oxygen. Sulfide-oxidizing microorganisms were found to be enriched in the low-oxygen bottom water and predictive of hypoxic conditions. Metagenome assembled genomes demonstrate that some of these sulfide-oxidizing populations are capable of partial denitrification, and transcriptionally active in a prior study. These results establish the importance of sulfide-oxidizing microorganisms in the microbial response to low oxygen in the Chesapeake Bay and suggest ties between the sulfur, nitrogen and oxygen cycles that could be important to capture when predicting the ecosystem response to remediation efforts or climate change.
DOI: 10.7281/t1/v5dliw
title: Data associated with the publication: NO2 exposure effect on mixed conductivity and Seebeck coefficient in thiophene polymers

description: Device current-voltage data and plots leading to Seebeck coefficients, in the form of spreadsheets and graphs.
DOI: 10.7281/t1/y0a9uf
title: Data and code associated with the publication: Ranking magnetic colloid performance for magnetic particle imaging and magnetic particle hyperthermia

description: The datasets within correspond to the Advanced Functional Materials article titled “Ranking Magnetic Colloid Performance for Magnetic Particle Imaging and Magnetic Particle Hyperthermia”. In the article, we describe the development and in vivo validation of a ranking scheme by which to compare magnetic nanoparticles for image-guided hyperthermia therapy. The data are organized in terms of the corresponding Figure/Table number within the paper.
DOI: 10.7281/t1/y0pggf
title: Data and code associated with the publication: Polymeric semiconductor in field-effect transistors utilizing flexible and high-surface area expanded poly(tetrafluoroethylene) (ePTFE) membrane gate dielectrics

description: Device electronic data and micrographs, organized by the figure numbers in the manuscripts