pith. sign in
Pith Number

pith:PJTMZDA7

pith:2023:PJTMZDA7MINQ6VJDRRNIQDC3YW
not attested not anchored not stored refs pending

Towards a Transportable Causal Network Model Based on Observational Healthcare Data

Alessio Zanga, Alice Bernasconi, Fabio Stella, Marco Scutari, Peter J.F. Lucas

arxiv:2311.08427 v2 · 2023-11-13 · cs.LG · cs.AI · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PJTMZDA7MINQ6VJDRRNIQDC3YW}

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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 2026-07-05T07:14:21.264271Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7a66cc8c1f621b0f55238c5a880c5bc59e0b2b55f4c2a14a7ee6dc38a0c76f07

Aliases

arxiv: 2311.08427 · arxiv_version: 2311.08427v2 · doi: 10.48550/arxiv.2311.08427 · pith_short_12: PJTMZDA7MINQ · pith_short_16: PJTMZDA7MINQ6VJD · pith_short_8: PJTMZDA7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PJTMZDA7MINQ6VJDRRNIQDC3YW \
  | 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: 7a66cc8c1f621b0f55238c5a880c5bc59e0b2b55f4c2a14a7ee6dc38a0c76f07
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0b08b11aeccce9bfeaabf5090d5fae0b411dc1e01f8868e9cd614ac6206dbdb3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-13T13:23:31Z",
    "title_canon_sha256": "a980ef5ea6fc4293a394b2f960b2e7996e97c399ea29fca337bf355546faa6b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08427",
    "kind": "arxiv",
    "version": 2
  }
}