Pith Number

pith:DFFJQLHZ

pith:2013:DFFJQLHZF6JKOZ2GE6NBNEST2U

not attested not anchored not stored refs pending

Artificial Intelligence Framework for Simulating Clinical Decision-Making: A Markov Decision Process Approach

Casey C. Bennett, Kris Hauser

arxiv:1301.2158 v1 · 2013-01-10 · cs.AI · 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{DFFJQLHZF6JKOZ2GE6NBNEST2U}

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	2026-05-18T00:03:59.809182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

194a982cf92f92a76746279a169253d5064724cb4cfa6b691977dc66a61f09b8

Aliases

arxiv: 1301.2158 · arxiv_version: 1301.2158v1 · doi: 10.48550/arxiv.1301.2158 · pith_short_12: DFFJQLHZF6JK · pith_short_16: DFFJQLHZF6JKOZ2G · pith_short_8: DFFJQLHZ

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/DFFJQLHZF6JKOZ2GE6NBNEST2U \
  | 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: 194a982cf92f92a76746279a169253d5064724cb4cfa6b691977dc66a61f09b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a8454353c6b311f96991640b7533d44777202569a15a6ba3c23ef74fbb0e90d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-01-10T15:29:59Z",
    "title_canon_sha256": "23e9e764b09e3e68d653e9d2f9dd4d11b14c62b0d3a2ad37d2ae400545e67cbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.2158",
    "kind": "arxiv",
    "version": 1
  }
}