Pith Number

pith:HDAT3VFW

pith:2026:HDAT3VFWPJEADEGGBTBIAS3UEK

not attested not anchored not stored refs pending

EHR-MPC: Inference-Time Control for Sepsis Treatment with Generative Patient Digital Twins

Ann Woolley, Deborah Hung, Joshua Pickard, Lisa Cosimi, Na Li, Roy Kishony, Wei Qi

arxiv:2607.08793 v1 · 2026-07-07 · stat.ML · cs.AI · cs.LG · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDAT3VFWPJEADEGGBTBIAS3UEK}

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	2026-07-13T00:17:17.254734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38c13dd4b67a480190c60cc2804b7422a172bf038fee24c69cdd88bdd05ee007

Aliases

arxiv: 2607.08793 · arxiv_version: 2607.08793v1 · doi: 10.48550/arxiv.2607.08793 · pith_short_12: HDAT3VFWPJEA · pith_short_16: HDAT3VFWPJEADEGG · pith_short_8: HDAT3VFW

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/HDAT3VFWPJEADEGGBTBIAS3UEK \
  | 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: 38c13dd4b67a480190c60cc2804b7422a172bf038fee24c69cdd88bdd05ee007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71321fcd01ba1997ae2628556b7dff4c60a5fa8bae5210b82519b663083e22d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-07T19:24:41Z",
    "title_canon_sha256": "b3b1f1157bea8273f7b48d8923bca5547945e5297dfda3f73944b83c8a2f2ba7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08793",
    "kind": "arxiv",
    "version": 1
  }
}