Pith Number

pith:ZCJU7NPB

pith:2026:ZCJU7NPBGSESTQVPHMAXNAMTYO

not attested not anchored not stored refs pending

Foresight-England: Development of a National-Scale Generative AI Model of Electronic Health Records for Medical Event Prediction across the COVID-19 Pandemic

Angela M. Wood, Anoop D. Shah, Cathie Sudlow, Christopher Tomlinson, Harry Hemingway, Richard Dobson, Simon Ellershaw, Spiros Denaxas, Zeljko Kraljevic

arxiv:2608.16273 v1 · 2026-08-17 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZCJU7NPBGSESTQVPHMAXNAMTYO}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-08-18T02:17:39.106934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8934fb5e1348929c2af3b01768193c39a72516e2e5ae6846a777a36cbf2779d

Aliases

arxiv: 2608.16273 · arxiv_version: 2608.16273v1 · doi: 10.48550/arxiv.2608.16273 · pith_short_12: ZCJU7NPBGSES · pith_short_16: ZCJU7NPBGSESTQVP · pith_short_8: ZCJU7NPB

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZCJU7NPBGSESTQVPHMAXNAMTYO \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c8934fb5e1348929c2af3b01768193c39a72516e2e5ae6846a777a36cbf2779d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14ae622977b761fe8f20fbfe963a8cd30f36f091ba4c54c33100d9e62e71fbac",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-17T08:46:52Z",
    "title_canon_sha256": "6d3b4090ac1d30a552ec2cf3a3d905c71493c8e019bf1b3edb4ca1fd722c57ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.16273",
    "kind": "arxiv",
    "version": 1
  }
}