The dataset viewer is not available for this split.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
source_commit: string
engine_changed: bool
date: string
official_status_observed: string
judging_result: null
source_archive: string
source_archive_sha256: string
source_archive_bytes: int64
public_files: struct<DELIVERY_STATUS_20261109.md: struct<sha256: string, bytes: int64>, delivery-status-20261109.j (... 91 chars omitted)
child 0, DELIVERY_STATUS_20261109.md: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 1, delivery-status-20261109.json: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 2, README.md: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
video_codec: string
video_fps: int64
video_size: list<item: int64>
child 0, item: int64
privacy: string
audited_engine_commit: string
files: struct<loopshield-d53c1a3-source.zip: struct<sha256: string, bytes: int64>, loopshield-future-health (... 195 chars omitted)
child 0, loopshield-d53c1a3-source.zip: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 1, loopshield-future-health-demo.mp4: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 2, loopshield-demo-build-20261109.zip: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 3, loopshield-future-health-demo.srt: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
video_seconds: double
audio: string
created_utc: string
to
{'source_commit': Value('string'), 'audited_engine_commit': Value('string'), 'created_utc': Value('string'), 'video_seconds': Value('float64'), 'video_codec': Value('string'), 'video_size': List(Value('int64')), 'video_fps': Value('int64'), 'audio': Value('string'), 'privacy': Value('string'), 'files': {'loopshield-d53c1a3-source.zip': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-future-health-demo.mp4': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-demo-build-20261109.zip': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-future-health-demo.srt': {'sha256': Value('string'), 'bytes': Value('int64')}}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 544, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 3052, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2559, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2584, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 558, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 440, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
source_commit: string
engine_changed: bool
date: string
official_status_observed: string
judging_result: null
source_archive: string
source_archive_sha256: string
source_archive_bytes: int64
public_files: struct<DELIVERY_STATUS_20261109.md: struct<sha256: string, bytes: int64>, delivery-status-20261109.j (... 91 chars omitted)
child 0, DELIVERY_STATUS_20261109.md: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 1, delivery-status-20261109.json: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 2, README.md: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
video_codec: string
video_fps: int64
video_size: list<item: int64>
child 0, item: int64
privacy: string
audited_engine_commit: string
files: struct<loopshield-d53c1a3-source.zip: struct<sha256: string, bytes: int64>, loopshield-future-health (... 195 chars omitted)
child 0, loopshield-d53c1a3-source.zip: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 1, loopshield-future-health-demo.mp4: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 2, loopshield-demo-build-20261109.zip: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
child 3, loopshield-future-health-demo.srt: struct<sha256: string, bytes: int64>
child 0, sha256: string
child 1, bytes: int64
video_seconds: double
audio: string
created_utc: string
to
{'source_commit': Value('string'), 'audited_engine_commit': Value('string'), 'created_utc': Value('string'), 'video_seconds': Value('float64'), 'video_codec': Value('string'), 'video_size': List(Value('int64')), 'video_fps': Value('int64'), 'audio': Value('string'), 'privacy': Value('string'), 'files': {'loopshield-d53c1a3-source.zip': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-future-health-demo.mp4': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-demo-build-20261109.zip': {'sha256': Value('string'), 'bytes': Value('int64')}, 'loopshield-future-health-demo.srt': {'sha256': Value('string'), 'bytes': Value('int64')}}}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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
Francisco Angulo de Lafuente, independent AI researcher · ORCID · arXiv · Google Scholar · ResearchGate · Figshare · Wikipedia
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 · Google Patents
- 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 · Google Patents
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.
Public demonstration and current source
Watch the 2:23 synthetic demo · Guest dashboard · Build details
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 · Machine-readable status. 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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