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207	207	We recommend storing model code and/or configuration files in an online Git repository, for example on GitHub.
208	208	This repository should be public when you publish the model, but a private repository can be used for model development.
209	209
210		-Alternatively, you can upload code to the Collab Drive (in this case, curators will copy it to a read-only Bucket upon publication) or Bucket storage.
	210	+Alternatively, you can upload code to the Collab Drive or Bucket storage.
211	211
212	212	==== 4. Submit metadata ====
213	213
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260	260
261	261	The curators will also take a snapshot of your model code.
262	262
263		-* For models in public Git repositories, we archive a copy of the repository in [[Software Heritage>>https://www.softwareheritage.org/||rel="noopener noreferrer" target="_blank"]] (via the updateSWH extension).
	263	+* For models in public Git repositories, we archive a copy of the repository in [[Software Heritage>>https://www.softwareheritage.org/||rel="noopener noreferrer" target="_blank"]].
264	264	* For models in a collab Bucket or Drive, we make a read-only copy of the code in a public container in the EBRAINS repository.
265	265
266	266	Once this is done, you will be invited to review a preview of how the model entry will appear in the KG Search,
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287	287	(((
288	288	**Human subject data that can be shared on EBRAINS:**
289	289	// //
290		-
291		-// - Anonymized data//
292	292	// - Post-mortem data//
293		-// - Aggregated data //
294		-
	291	+// - Aggregated data//
	292	+// - Strongly pseudonymized or de-identified subject data//
	293	+// with a legal basis for sharing (e.g. Informed Consent)//
	294	+// //
295	295
296	296	(% class="small" %)
297	297	//If you have human data that does not qualify as any of the above,//
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299	299	)))
300	300
301	301
302		-Human subject data shared on EBRAINS must comply with the [[GDPR >>https://gdpr-info.eu/]]and relevant [[EU directives>>https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32010L0063]]. The necessary information to assess this compliance is collected via our [[curation request form>>https://www.ebrains.eu/tools/ebrains-curation-request-form]].
	302	+Human subject data shared on EBRAINS must comply with [[GDPR >>https://gdpr-info.eu/]]and [[EU directives>>https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32010L0063]]. The information we need to assess this is collected via our [[Ethics and Regulatory Compliance Survey>>https://nettskjema.no/a/224765]].
303	303
304		-Anonymous data, including post-mortem and aggregated data, can be shared openly on the condition that subject identifiers are removed from the metadata. Such identifiers must not be shared with the curation team when submitting metadata for curation.
	304	+Post-mortem and aggregated human data can be shared openly, given direct identifiers in the metadata are removed. Strongly pseudonymized and de-identified data can be shared via the Human Data Gateway (HDG).
305	305
306		-Identifiable or sensitive data are shared under restricted access and cannot be stored on the EBRAINS data storage. While the dataset as a whole is discoverable through anonymous metadata published on EBRAINS, access to the actual data files is managed via [[EBRAINS Trusted Research Environments>>https://wiki.ebrains.eu/bin/view/Collabs/trusted-research-environments]]. The data custodian is required to comply with the[[ EBRAINS special terms for restricted access datasets>>https://drive.ebrains.eu/f/5a9bb3bd048446ae8ef6/?dl=1]].
	306	+The Human Data Gateway (HDG) was introduced in February 2021 as a response to the needs of multiple data providers who are bringing human subject data to EBRAINS. HDG covers the sharing of strongly pseudonymized or de-identified data, a limited range human subject data without direct identifiers and with very few indirect identifiers.
307	307
	308	+The HDG adds an an authentication layer on top of the data. This means that **data users **must request access to the data (via their EBRAINS account) and will receive access provided they actively accept the [[EBRAINS Access Policy>>https://ebrains.eu/terms#access-policy]], the [[EBRAINS General Terms of Use>>https://ebrains.eu/terms#general-terms-of-use]], and the [[EBRAINS Data Use Agreement>>https://ebrains.eu/terms#data-use-agreement]]. The account holder also have to accept that information about their request and access to specific data under HDG is being tracked and stored. **Data owners** must be aware that sharing under the HDG affects the legal responsibilities for the data. They must agree to joint control of the data (see the [[Data Provision Protocol v1>>url:https://strapi-prod.sos-ch-dk-2.exo.io/EBRAINS_Data_Provision_Protocol_dfe0dcb104.pdf]], section 1.4 - 1.5) and the Data Protection Officers of the responsible institutions must have accepted that the data can be shared under HDG.
	309	+
	310	+The HDG is an extension of the existing services and does not replace the future EBRAINS Service for sensitive data (planned for 2024) which is outside the domain of the current EBRAINS Data and Knowledge services.
	311	+
308	308	----
309	309
310	310	== **The openMINDS metadata framework** ==
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334	334
335	335
336	336	|(% colspan="2" %)**Viewer for 2D images**
337		-|[[image:MIO_screenshot.PNG]]|Integrate image data with //SeriesZoom viewer//: EBRAINS viewer provides an intuitive way of navigating high-resolution 2D image series. It has browser-based classic pan and zoom capabilities. A collection can be displayed as a filmstrip (Filmstrip Mode) or as a table (Collection Mode) with adjustable number of row and columns. See [[viewer links available for this dataset>>https://search.kg.ebrains.eu/?category=Dataset&q=nr2f1#9677359c-73fa-4425-b8fa-3de794e9017a]] as an example.
	341	+|[[image:MIO_screenshot.PNG]]|Integrate image data with //the Mio viewer//: EBRAINS Multi-Image OpenSeadragon viewer provides an intuitive way of navigating high-resolution 2D image series. It has browser-based classic pan and zoom capabilities. A collection can be displayed as a filmstrip (Filmstrip Mode) or as a table (Collection Mode) with adjustable number of row and columns. See [[Mio viewer links available for this dataset>>https://search.kg.ebrains.eu/?category=Dataset&q=nr2f1#9677359c-73fa-4425-b8fa-3de794e9017a]] as an example. MioViewer user manual is found [[here>>https://multi-image-osd.readthedocs.io/en/latest/index.html]].
338	338	|(% colspan="2" %)**Viewer for sequential atlas-registered 2D images with annotation options**
339	339	|[[image:LZ_screenshot.PNG]]|Integrate atlas-registered 2D image data with //the LocaliZoom viewer//: The EBRAINS LocaliZoom serial section viewer displays series of registered 2D section images with atlas overlay, allowing the users to zoom into high-resolution images and have information about the brain regions. See the [[LocaliZoom links available for this dataset>>https://doi.org/10.25493/T686-7BX]] as an example. LocaliZoom user manual is found [[here>>https://localizoom.readthedocs.io/en/latest/index.html]].
340	340	|(% colspan="2" %)**Interactive 3D atlas viewer with options for data visualization**