GCRI · Health Nexus

Data and technical methods

The public technical tools of Health Nexus: the models and data behind them, how to reproduce a view and the uncertainty it carries.

01Workspace

The workspace for data and technical methods.

Pipeline

Data and technical methods · Workspace WS-08 · Example interface, not a record

One stage waitingGCRI · Health Nexus

Stages

  1. Ingest4 sources
  2. Validateschema · licence
  3. Transformversioned
  4. ModelEpidemiology
  5. Testheld-out
  6. Releasewith limits

Artefacts

Indicator-based surveillancev5.6OpenOBSERVED
Event-based signalsv3.1OpenUNVERIFIED
Laboratory resultsv6.1OpenOBSERVED
Logistics stock datav4.8To checkREPORTED

Compute quota

share used vs alert level

CPU hours53 used of 80 used limitStorage46 used of 90 used limitGPU hours44 used of 70 used limit
Pipeline.Illustrative interface; not live data.

Health Nexus · Pipeline. Pipeline: example names and illustrative values, not a record.

02Tools

What is published here.

Maps

Released maps

Open the released maps

Models

Reviewed models and scenarios

Open the reviewed models

Scenarios

Sector scenarios

Open the sector scenarios

03Fitness for purpose

What every health tool should state about itself.

  • The reporting system and period behind each health indicator.
  • Whether capacity means physical beds or staffed beds.
  • The aggregation level used to protect small populations.
04Process

How the process runs.

Process

Data and technical methods: Build, sign and accept

An admitted mission becomes a cycle project; the build is pinned, verified and signed, and the Global Risks Forum (GRF) records acceptance for exercise, not permission to deploy.

  1. 01 Request and sources

    1. 01Admitted mission becomes a cycle projectRecord · Universe to FoundryAn admitted mission becomes a cycle project with a decision case.
    2. 02Qualify data sources and resourcesStep · the Global Centre for Risk and Innovation (GCRI)GCRI qualifies data sources and resource offers and builds the scenario models. An offer is not an allocation.
  2. 02 Build and verify

    1. 03Source snapshotRecord · NXS-FAC (blueprints, builds and signing)The snapshot pins the commit, dependencies and generator versions.
    2. 04Build contractRecord · NXS-FAC (blueprints, builds and signing)The build contract declares the artefact kind, environment and reproducibility envelope.
    3. 05Integrate and buildModel · GCRIGCRI integrates software and data, signs builds, and tests security and interoperability.
    4. 06Verification suiteGate · NXS-FAC (blueprints, builds and signing)Required and advisory checks stay separate. Reproducibility needs pinned inputs, declared nondeterminism and independent rebuilds.
  3. 03 Sign and admit

    1. 07Sign the exact artefactStep · NXS-FAC (blueprints, builds and signing)NXS-FAC builds, attests and requests a signature via a scoped signer identity. It holds no key material.
    2. 08Package admissionStep · NXS-NXQ (software, models and capability lifecycle)NXS-NXQ receives the signed package and keeps admission evidence that binds the task, data class, evaluation suite and expiration.
  4. 04 Accept

    1. 09Core Build ReportRecord · GCRIThe Core Build Report is the go or no-go record. Universe assembles the Core and holds the decision for the exercise.
    2. 10G3 · Build accepted for exerciseGate · The Global Risks ForumGRF records whether the build is accepted for exercise. A signed build or release candidate is not permission to deploy to production.

The programme year · NXS-FAC · UniverseDesigned programme process, not a record of operation. No cycle has run and every programme is at service level R0. A gate is a programme decision, never a public-authority approval, certification or deployment authorisation. The record order follows the Builds and Releases room lists of NXS-FAC.

05Build environment

Working with the tools.

Analysis runs in Foundry for authorised projects. Public pages show released views only, each with its time and space reference and its rights.

06Sources

Where this page’s references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

07Pages

Pages in Data and technical methods.

08Questions

Questions and answers.

Can I use the data?
Each released view states its licence and terms. Data that is not released is not available through these pages.
ReportsContribute

Contribute evidence from this page.

Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

GCRIHealth NexusGlobal Sector Risk and ResilienceCountry Systems Risk and ResilienceEvidence Brief
Health Nexus

Bring a method, a dataset or a question.

Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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