Pith Number

pith:IUZWGY2D

pith:2020:IUZWGY2DMO3CDMWG5635WZHDRC

not attested not anchored not stored refs pending

A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus

Gyorgy J. Simon, M. Regina Castro, Pedro J. Caraballo, Prashanthi Vemuri, Sisi Ma, Xinpeng Shen

arxiv:2011.05489 v1 · 2020-11-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IUZWGY2DMO3CDMWG5635WZHDRC}

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

1 paper in Pith

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records

Receipt and verification

First computed	2026-07-05T01:50:50.542593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

453363634363b621b2c6efb7db64e388b6fd7a2ed6d910b10b850b7dece5435a

Aliases

arxiv: 2011.05489 · arxiv_version: 2011.05489v1 · doi: 10.48550/arxiv.2011.05489 · pith_short_12: IUZWGY2DMO3C · pith_short_16: IUZWGY2DMO3CDMWG · pith_short_8: IUZWGY2D

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/IUZWGY2DMO3CDMWG5635WZHDRC \
  | 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: 453363634363b621b2c6efb7db64e388b6fd7a2ed6d910b10b850b7dece5435a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0114c148726ec1c61a39481c800850aa9d0ffecd2fbf1f212ad77d65e8d4fa63",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-11T00:50:04Z",
    "title_canon_sha256": "3ff391826b091a6f097bd902b8cc559dc940d7959f4e972147fcc241cc7d586f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.05489",
    "kind": "arxiv",
    "version": 1
  }
}