Pith Number

pith:UGSR3VF7

pith:2019:UGSR3VF7GFAX7LZPGCSYWFOECP

not attested not anchored not stored refs pending

Sepsis World Model: A MIMIC-based OpenAI Gym "World Model" Simulator for Sepsis Treatment

Amirhossein Kiani, Angela Xu, Chris Wang

arxiv:1912.07127 v1 · 2019-12-15 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UGSR3VF7GFAX7LZPGCSYWFOECP}

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	2026-07-05T00:26:18.580075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1a51dd4bf31417faf2f30a58b15c413f14cf7e4de0db7e22f91590ffe52aac0

Aliases

arxiv: 1912.07127 · arxiv_version: 1912.07127v1 · doi: 10.48550/arxiv.1912.07127 · pith_short_12: UGSR3VF7GFAX · pith_short_16: UGSR3VF7GFAX7LZP · pith_short_8: UGSR3VF7

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/UGSR3VF7GFAX7LZPGCSYWFOECP \
  | 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: a1a51dd4bf31417faf2f30a58b15c413f14cf7e4de0db7e22f91590ffe52aac0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df52a4a4a2d7ad7e7bd738e8080e8152d62c2044b142358b583880b58a2b856f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-15T22:50:27Z",
    "title_canon_sha256": "71fb6dc43a5b7f250a0d64ac102fccda89fe55c0b6cf5ae4db262dcc44320882"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.07127",
    "kind": "arxiv",
    "version": 1
  }
}