cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/aud4js
title: Diversity of Staphylococcus hyicus Isolates from Swine [Eastern Canada, 2023]
title: Diversité des Staphylococcus hyicus chez les porcs [Est du Canada, 2023]

description: Staphylococcus hyicus is the causative agent of exudative epidermitis in suckling and weaned piglets, a disease that poses significant concerns for animal health and welfare in swine production. Despite its impact, S. hyicus remains understudied, with limited recent data on Canadian strains. In this study, we characterize S. hyicus isolates from swine in Eastern Canada, providing insights into their genetic diversity. Our analysis includes PCR genotyping and genomic data, contributing valuable information on strain variation and potential virulence factors.
description: Staphylococcus hyicus est l’agent responsable de l’épidermite exsudative chez les porcelets allaités et sevrés, une maladie qui soulève d’importantes préoccupations en matière de santé et de bien-être animal dans la production porcine. Malgré son impact, S. hyicus reste peu étudié, et les données récentes sur les souches canadiennes sont limitées. Dans cette étude, nous caractérisons des isolats de S. hyicus provenant de porcs du l’Est du Canada, afin de mieux comprendre leur diversité génétique. Notre analyse inclut un génotypage par PCR et des données génomiques, fournissant des informations précieuses sur la variation des souches et les facteurs potentiels de virulence.
DOI: 10.5683/sp3/9ecylk
title: Energy poverty in Canadian households by Census sub-division

description: This dataset provides numbers of Canadian households in conditions of energy poverty at the 2021 Census sub-division level in Canada, cross-tabulated by demographic, income, and tenure/housing characteristics. It was developed by Abhilash Kantamneni and team at Efficiency Canada, using custom calculations of Statistics Canada household income and demographic data.
DOI: 10.5683/sp3/xkdkft
title: Replication Data and Code for: Business Dynamism and Financial Constraints

description: The data and programs replicate tables and figures from "Business Dynamism and Financial Constraints", by Alexander Amundsen, Danny Leung, and Oana Secrieru. Please see the ReadMe file for additional details
DOI: 10.5683/sp3/4xc7hm
title: Long-term Immune Protection in COVID-19 Patients [LIPiC, study data contributed to the CITF Databank]

description: &lt;b&gt;Background:&lt;/b&gt; Understanding the immune response to SARS-CoV-2 is crucial in determining if individuals are protected after COVID-19 infection and vaccination, and for how long the protection lasts. &lt;br&gt;
 

&lt;b&gt;Aims of the CITF co-funded study:&lt;/b&gt; This study aimed to characterize the immune response to SARS-CoV-2 by 1) measuring individuals’ circulating antibodies to evaluate their ability to neutralize SARS-CoV-2; 2) study the memory immune cells that are involved in long-term protection; and 3) compare the short and long-term immune response after infection and vaccination. &lt;br&gt;
 

&lt;b&gt;Methods:&lt;/b&gt; This cohort study enrolled patients identified by their treating physicians at 4 hospitals in the Hamilton Ontario area into COVID-19 positive and COVID-19 negative cohorts. The positive cohort was comprised of individuals who recovered from COVID-19 infection and tested positive by RT-PCR. The negative cohort was comprised of individuals who recovered from COVID-19 infection and tested negative by RT-PCR. These participants provided blood samples at baseline (14 days after symptoms began), 6 months, and 1 year later to be tested for antibodies. This study also enrolled non-infected individuals who were planning to be vaccinated against SARS-CoV-2, selected from the general population. They provided blood samples at baseline, 3 weeks post first dose and second dose of COVID-19 vaccine, and 6 months and 12 months post vaccination to be tested for antibodies. &lt;br&gt;

 

&lt;b&gt;Contributed dataset contents: &lt;/b&gt; 
Summary of the contributed data: The datasets include 302 participants (194 positive, 88 negative, 20 missing information of COVID test) who completed a baseline visit between May 2020 and Jan 2021. 278 participants gave one or more blood samples at baseline and during follow-up visits up to Sep 2022. A total of 727 blood samples were collected. Variables include data in the following areas of information: demographics (age, sex), longitudinal follow-up for COVID infections (symptoms, hospitalization and COVID tests), vaccination and serology.
description: Data Access Portal (https://portal.citf.mcgill.ca/data-access-process)
DOI: 10.13140/rg.2.2.25431.62887/2
title: instancesTAP
DOI: 10.15468/dl.pq9k9z
title: Occurrence Download

description: A dataset containing 3205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.05343663554518",
 "DecimalLongitude is less than 7.05649618872958",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3205 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046903-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/iswgr1
title: Replication Data for: Canadian Community and Co-Operative Energy Database (CCED) Co-Operative Energy Map Layers

description: This dataset consists of the tabular data files used to create a database of energy activities led by co-operatives, the Canadian Community and Co-operative Energy Database (CCED). The CCED and the map it enables, the Canadian Renewable Energy Co-operative Map, extends the analysis of energy activities done by Fezulla, Pare, and Parkins' 2024 Canadian Renewable Energy and Battery Storage Map (CREBS) project. 

The CCED builds on existing outdated or more narrowly focused datasets of Canadian energy co-operatives, extending beyond power generation to grid ownership, electricity retailing, and installation of energy equipment for demand management and efficiency purposes. These key sources of data included the 2023 Census of Renewable Energy 
Co-operatives (Leonhardt, R., Pigeon, M.-A., & Boucher, M. 2022) which focused only on generation co-operatives but not the range and location of projects across Canada. It also included the outdated datasets in MacArthur (2016) and MacArthur and Hoicka (2018), and more geographically focused (Ontario) data from Tarhan (2025). The CCED updated and supplemented these existing datasets, classifying entries based on the primary activities and geographic location. Additional data sources included the Ontario Feed-in Tariff Program awarded projects data, the Nova Scotia Community Feed-in Tariff Program project data, the Bullfrog Community Projects website, the Federal Clean Energy for Rural and Remote Communities (CERRC) initiative, Community Energy Co-operative Canada (CECC), and online research based on Co-operatives and Mutuals Canada data. More detail on the data sources and gaps is outlined in the methodology section below. 

The entries in the CCED database that were active as of March 2025 were mapped using ArcGIS Online to the Canadian Renewable Energy Electricity Co-operative Map, which shows the key projects and activities undertaken by co-operatives in the energy section. The names of the map layers created, Co-Operative Renewable Electricity Generation and Other-Co-operative Energy Activity, correspond to the names of the data files found in this dataset. Methodology and data sources, including information on data gaps, can be found in the included PDF.
description: Funding for this project was provided by the Social Sciences and Humanities Research Council of Canada (SSHRC) Insight Grant 'Pathways to Energy Democracy in Canada' led by J. Parkins, as well as the Canada Research Chairs Program.
DOI: 10.5683/sp3/8xnysk
title: Enquête canadienne sur le logement, 2021
title: Canadian Housing Survey, 2021
title: ECL, 2021

description: L'Enquête canadienne sur le logement (ECL) fournit des renseignements sur la perception qu'ont les Canadiens de leur logement et sur l'incidence qu'a le logement sur eux. Des renseignements sont recueillis sur les conditions et les coûts du logement, les caractéristiques du logement et le mode d'occupation du logement, les perceptions des difficultés économiques associées au coût du logement, la satisfaction à l'égard du logement et du quartier, les perceptions des problèmes liés au quartier et de la sécurité du quartier, les déménagements, y compris les déménagements forcés, l'engagement communautaire, la satisfaction à l'égard de la vie et de la communauté, la santé autoévaluée, diverses composantes sur le bien-être physique et mental, l'expérience en matière d'itinérance, les caractéristiques sociodémographiques et les répercussions de la COVID-19 sur certains aspects du logement.
&lt;br&gt;
&lt;br&gt;
Le logement social et abordable (LSA) représente un élément important du parc immobilier qui permet de fournir un logement aux personnes dans le besoin. L'ECL vise à fournir des statistiques détaillées et précises sur les ménages dans les LSA en surreprésentant cette sous-population dans l'échantillon.
&lt;br&gt;
&lt;br&gt;
L'ECL de 2021 a été menée dans les 10 provinces et les capitales des 3 territoires.
&lt;br&gt;
description: Enquête canadienne sur le logement
DOI: 10.5683/sp3/42gnby
title: Employment Insurance Coverage Survey, 2022 [Canada]
title: Employment Insurance Coverage Survey, 2022
title: EICS 2022
title: Enquête sur la couverture de l'assurance-emploi (ECAE), 2022 [Canada]

description: The main purpose of this survey is to study the coverage of the Employment Insurance (EI) program. It provides a meaningful picture of who does or does not have access to EI benefits among the jobless and those in a situation of underemployment. The Employment Insurance Coverage Survey also covers access to maternity and parental benefits.
&lt;br&gt;&lt;br&gt;
The survey was designed to produce a series of precise measures to identify groups with low probability of receiving benefits, for instance, the long-term jobless, labour market entrants and students, people becoming unemployed after uninsured employment, people who have left jobs voluntarily and individuals who are eligible, given their employment history, but do not claim or otherwise receive benefits. The survey provides a detailed description of the characteristics of the last job held as well as reasons for not receiving benefits or for not claiming.
&lt;br&gt;&lt;br&gt;
Through the survey data, analysts will also be able to observe the characteristics and situation of people not covered by EI and of those who exhausted EI benefits, the job search intensity of the unemployed, expectation of recall to a job, and alternate sources of income and funds.
&lt;br&gt;&lt;br&gt;
Survey data pertaining to maternity and parental benefits answer questions on the proportion of parents of an infant who received maternity and parental benefits, the reason why some parents do not receive benefits and about sharing parental benefits with their spouse. The survey also allows looking at the timing and circumstances related to the return to work, the income adequacy of households with young children and more.
description: Employment Insurance Coverage Survey
description: Starting in 2020, the questionnaire and survey population were redesigned to reflect changes in the EI maternity and parental benefits program. The survey population of parents was expanded from mothers of infants aged one year or less to parents of infants aged 18 months or less to include fathers in families without a female parent and parents who chose to receive EI extended parental benefits.
In 2020, the April-May collection cycle was delayed to September-October as a result of COVID-19 shutdowns.
As a result of these changes, caution should be used when making comparisons with data from previous survey years.
DOI: 10.5683/sp3/ud1zcg
title: Medical Careers - a virtual board game

description: A virtual board game where students get to explore different types of careers. Based on the original board game Careers. Produced for the TIDE Project about Early Brain and Biological Development, the effect of addictions. This game was intended to illustrate process addictions eg. gaming, internet, gambling etc.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 1024 times.
DOI: 10.5683/sp3/4vtpan
title: Street Drug Guide

description: Mobile case for Norlien TIDE project. A medical student's pocket guide to recreational drugs on the street.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 1591 times.
DOI: 10.5683/sp3/8ufu1o
title: Trevor's Trauma

description: PTSD scenario for nursing mental health curriculum. 
Trevor was in a serious car crash 3 months ago. His finance who was in the car died and Trevor's arm was crushed and required reconstructive surgery. Trevor is struggling to cope.
description: OLab, 4.6
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: Since 2012, this case has been played 15095 times.
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
DOI: 10.5683/sp3/oxhpjf
title: TTalk: Jason slips through the cracks

description: Nursing Turk Talk scenario. Dual diagnosis/Concurrent Disorder case with schizophrenia and crack addiction. ATE list for 8pm
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 12091 times.
DOI: 10.5683/sp3/j5xmgt
title: TTalk: Ron's Numbers v2

description: Turk Talk case for Michelle Cullen mental health nursing course. #1 in series of 3. 
See Author notes
description: OLab
description: Since 2012, this case has been played 11021 times.
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
DOI: 10.5683/sp3/bpv5hj
title: VP on VPs v2a

description: A virtual patient about virtual patients. This is not a clinical case.
Imported to provide tips for OLab4 authors. Note that most of the screenshots relate to OLab3 screens.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: Since 2012, this case has been played 1241 times.
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
DOI: 10.5683/sp3/5paqat
title: Walk a Mile in My Shoes

description: 13yo female comes back from basketball practice complaining of pain in her right foot. Explores team communications, virtual roles. 

Premise: This is about communications with a team environment. FHT stuff. Based on a simple ankle injury. Need to decide what key points you want to convey. Main things are: 1. Avoid the common help seeking paths of ER and walkin clinics -- there are other options. 2. Communication between professionals -- which are the most appropriate methods 3. Perspectives of seeing issues from another person
description: OLab
description: Since 2012, this case has been played 15095 times.
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
DOI: 10.5683/sp3/cbwsph
title: Replication Data and Code for: Trade Policy Uncertainty, Organization of Firms, and the Form of International Trade

description: This README file provides details on the Stata code replication package accompanying the paper "Trade Policy Uncertainty, Organization of Firms, and the Form of International Trade", by Fosu. The paper investigates how trade policy uncertainty (TPU) impacts firms’ organizational choices and trade forms using theoretical modeling and empirical evidence. The online appendix includes supplementary materials and additional results. The replication package includes all necessary files to reproduce the results presented in the paper and its online appendix. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/i0daw5
title: Triage: My Hay and Mr Bee

description: Showing how two maps can interact with each other through a server-level Counter. This map and map 1470. You have two cases who are both in shock. You need to judge who is in most need for fluid resuscitation.
You have a maximum of 4 units of saline available. Use them judiciously on both cases or else you will run out… which is not a good thing.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 151 times.
DOI: 10.5683/sp3/nv0du8
title: Triage: Mr Sea and Mr Dee

description: Showing how two maps can interact with each other through a server-level Counter. This map and map 1878, 1879. You have a maximum of 4 units of saline available. Use them judiciously on both cases or else you will run out… which is not a good thing
description: OLab
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 92 times.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
DOI: 10.5683/sp3/gv4qof
title: TAME case 5 Rory Gallagher

description: Teaching Against Medical Error series. Rory Gallagher.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Since 2012, this case has been played 511 times.
DOI: 10.5683/sp3/6cs6y8
title: Demo: Counters

description: This is to show how map-level and server-level Counters work.
This has been updated quite a bit since the previous version of this map. You can now more clearly see how Counter values are affected as you move from Node to Node, and you can adjust the value of a Counter with a Question.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: Since 2012, this case has been played 211 times.
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.