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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 -->
## 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)
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.
## 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.
[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.
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