Datasets:

Agnuxo
/

loopshield-source-archive

@@ -1,19 +1,19 @@
-# LoopShield demonstration
-Francisco Angulo de Lafuente · ORCID 0009-0001-1634-7063 · 9 November 2026.
-[Watch the 2:23 demo](https://huggingface.co/datasets/Agnuxo/loopshield-source-archive/resolve/main/loopshield-future-health-demo.mp4) · [Guest dashboard](https://agnuxo1.github.io/loopshield/) · [Source](https://github.com/Agnuxo1/loopshield)
-This is a recorded synthetic run, not a clinical deployment. The video uses original README animations,
-actual dashboard screenshots and synthetic narration. It shows the deterministic care workflow,
-human escalation, patient templates, optional local masking and FHIR export.
-The code has 32 regression cases and additional base-R4 validation controls; these tests do not establish
-clinical effectiveness. Arabic needs native/clinical review; masking is not anonymisation; messaging,
-EHR import, production access control and local-profile validation remain future work.
-The buildZIP includes exact input GIFs/screenshots, WAV narration and source scripts. Rebuilding is CPU-only;
-see its README for dependencies. Third-party speech models are not redistributed. Existing source archives
-remain available. The official-template submissionPDF and registration/contact records are not in this public bundle.
-This publication is a source/media backup. It is not an official competition submission receipt.

+# LoopShield demonstration
+Francisco Angulo de Lafuente · ORCID 0009-0001-1634-7063 · 9 November 2026.
+[Watch the 2:23 demo](https://huggingface.co/datasets/Agnuxo/loopshield-source-archive/resolve/main/loopshield-future-health-demo.mp4) · [Guest dashboard](https://agnuxo1.github.io/loopshield/) · [Source](https://github.com/Agnuxo1/loopshield)
+This is a recorded synthetic run, not a clinical deployment. The video uses original README animations,
+actual dashboard screenshots and synthetic narration. It shows the deterministic care workflow,
+human escalation, patient templates, optional local masking and FHIR export.
+The code has 32 regression cases and additional base-R4 validation controls; these tests do not establish
+clinical effectiveness. Arabic needs native/clinical review; masking is not anonymisation; messaging,
+EHR import, production access control and local-profile validation remain future work.
+The buildZIP includes exact input GIFs/screenshots, WAV narration and source scripts. Rebuilding is CPU-only;
+see its README for dependencies. Third-party speech models are not redistributed. Existing source archives
+remain available. The official-template submissionPDF and registration/contact records are not in this public bundle.
+This publication is a source/media backup. It is not an official competition submission receipt.

README.md CHANGED Viewed

@@ -1,51 +1,51 @@
----
-license: mit
-language:
-- en
-tags:
-- reproducibility
-- fhir
-- synthetic-data
-- software-testing
----
-# LoopShield source archive
-Public source backup for https://github.com/Agnuxo1/loopshield, commite9d74fa0af5acf860ada35ae85a98bf11d780fa4.
-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.
-Registration and official submission are pending; this source backup is not a platform receipt or a judging result.
-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: `d53c1a3ba36c5cc1cd1019eb35893ea887e7cc1d`. 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.

+---
+license: mit
+language:
+- en
+tags:
+- reproducibility
+- fhir
+- synthetic-data
+- software-testing
+---
+# LoopShield source archive
+Public source backup for https://github.com/Agnuxo1/loopshield, commite9d74fa0af5acf860ada35ae85a98bf11d780fa4.
+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.
+Registration and official submission are pending; this source backup is not a platform receipt or a judging result.
+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: `d53c1a3ba36c5cc1cd1019eb35893ea887e7cc1d`. 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.