| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - reproducibility |
| - fhir |
| - synthetic-data |
| - software-testing |
| --- |
| |
| # LoopShield source archive |
|
|
| Initial reviewed-source backup for https://github.com/Agnuxo1/loopshield, commit e9d74fa0af5acf860ada35ae85a98bf11d780fa4. |
| ZIP SHA-256: 9b1dda6acb6a233c1d53fe24f7bc94248f4cdcd61eccf59c023450235739cd67. |
| The per-file manifest is in MANIFEST.json. |
| Author: Francisco Angulo de Lafuente, https://orcid.org/0009-0001-1634-7063. |
|
|
| This archive contains code, documentation, original README animations and synthetic/public-data research outputs. |
| It includes the 9 November reliability audit: 32 regression cases, 26 targeted acceptance checks, six new FHIR bundles |
| validated by the official HL7 tool and three deliberately broken controls. The repository preserves prior negative |
| results, declarations of reused work and third-party notices. AI coding assistance is disclosed. |
|
|
| The project is a synthetic prototype for Future Health Challenge 05. It has no live patient use or clinical outcome |
| evidence. Masking reduces exposure and does not anonymise. The calibrated simulation uses an effect from a published |
| trial. FHIR validation is baseR4 without a terminology server or local implementation guide. |
|
|
| The official prototype submission was completed on 9 November 2026; the dashboard status observed is Submitted. Judging results remain unverified. The source archive is a backup; the authenticated receipt is retained privately. |
| MIT licence covers the project; consult LICENSE and NOTICE in the ZIP for reused components. |
|
|
| <!-- author-background:start --> |
| ## Author background |
|
|
| **Francisco Angulo de Lafuente**, independent AI researcher · [ORCID](https://orcid.org/0009-0001-1634-7063) · [arXiv](https://arxiv.org/a/angulodelafuente_f_1.html) · [Google Scholar](https://scholar.google.com/citations?user=6nOpJ9IAAAAJ) · [ResearchGate](https://www.researchgate.net/profile/Francisco-Angulo-Lafuente-3) · [Figshare](https://figshare.com/authors/Francisco_Angulo_de_Lafuente/22601234) · [Wikipedia](https://es.wikipedia.org/wiki/Francisco_Angulo_de_Lafuente) |
|
|
| Earlier research at ECOFA focused on biotechnology for clean energy and on second-generation biofuels obtained by microbiological processing of organic waste. Two Spanish patents document that work: |
|
|
| - **ES 2273594 B1**, *Process for obtaining fuels from organic waste*. Filed 5 September 2005, grant published 16 February 2008. [OEPM](https://www.oepm.es/pdf/ES/0000/000/02/27/35/ES-2273594_B1.pdf) · [Google Patents](https://patents.google.com/patent/ES2273594B1/en) |
| - **ES 2341194 B1**, *Method for obtaining paraffin by a biological process with microorganisms from organic matter, and its refining for use as fuel*. Filed 11 September 2007, grant published 26 April 2011. Also published as EP2196519 and WO2009034217. [OEPM](https://www.oepm.es/pdf/ES/0000/000/02/34/11/ES-2341194_B1.pdf) · [Google Patents](https://patents.google.com/patent/ES2341194B1/en) |
|
|
| These are historical publication and grant records under the inventor name Francisco Angulo Lafuente, and both have since lapsed. They are cited as evidence of a research trajectory and make no statement about current enforceability. |
| <!-- author-background:end --> |
|
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|
| ## Public demonstration and current source |
|
|
| [Watch the 2:23 synthetic demo](https://huggingface.co/datasets/Agnuxo/loopshield-source-archive/resolve/main/loopshield-future-health-demo.mp4) · [Guest dashboard](https://agnuxo1.github.io/loopshield/) · [Build details](DEMO.md) |
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| Current source: `afc8d0ca661db65b53dd17fa3add80007480b2ee`. Reviewed engine evidence remains pinned to `e9d74fa`. |
| This recorded run has no live EHR or messaging connection. See `DELIVERY_MEDIA_MANIFEST.json` for exact artifact hashes. |
| Source and demo-build archives are backups; they are not competition submission receipts. |
|
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|
|
| ## Official competition delivery (9 November 2026) |
|
|
| The entrant completed the Future Health prototype submission. The authenticated official dashboard displayed |
| **Project Submission — Submitted** after confirmation of attempt 1. Judging, score, rank and award results are unverified. |
|
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| [Delivery record](DELIVERY_STATUS_20261109.md) · [Machine-readable status](delivery-status-20261109.json). |
| The exact PDF and authenticated receipt are retained privately. This archive publishes the delivery status, |
| artifact hashes and source; no registration contacts or authenticated screenshots are included. |
|
|
