Pith Number

pith:RLUXDNDF

pith:2022:RLUXDNDFWL64B3AZB22IGMQ63S

not attested not anchored not stored refs pending

Causal Machine Learning for Healthcare and Precision Medicine

Alison Q. ONeil, Hannah I. Watson, Jeremy P. Voisey, Pedro Sanchez, Sotirios A. Tsaftaris, Tian Xia

arxiv:2205.11402 v2 · 2022-05-23 · 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{RLUXDNDFWL64B3AZB22IGMQ63S}

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.

Cited by

2 papers in Pith

A Neuroimaging Simulation Framework for Developing and Evaluating Causal AI

Causal Discovery for Irregularly Time Series with Consistency Guarantees

Receipt and verification

First computed	2026-07-05T04:28:00.726951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ae971b465b2fdc0ec190eb483321edcab1d02432a44a2f4bfa3fabdc91108a0

Aliases

arxiv: 2205.11402 · arxiv_version: 2205.11402v2 · doi: 10.48550/arxiv.2205.11402 · pith_short_12: RLUXDNDFWL64 · pith_short_16: RLUXDNDFWL64B3AZ · pith_short_8: RLUXDNDF

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/RLUXDNDFWL64B3AZB22IGMQ63S \
  | 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: 8ae971b465b2fdc0ec190eb483321edcab1d02432a44a2f4bfa3fabdc91108a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca836185068b6b64c3a8771dc35a6cee63f92e674b5d95db2380acaf3b3684f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-23T15:45:21Z",
    "title_canon_sha256": "6fb09d158159b1fabf26026ad86631e82f77d6ddebe96f91d66994a0a625078e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11402",
    "kind": "arxiv",
    "version": 2
  }
}