Pith Number

pith:SFVXKADP

pith:2019:SFVXKADPUMOO6JN2OAAFD6R2D6

not attested not anchored not stored refs pending

High-Throughput Machine Learning from Electronic Health Records

David Page, Michael D. Caldwell, Paul S. Bennett, Peggy L. Peissig, Richard L. Berg, Ross S. Kleiman, Scott J. Hebbring, Zhaobin Kuang

arxiv:1907.01901 v1 · 2019-07-03 · q-bio.QM · 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{SFVXKADPUMOO6JN2OAAFD6R2D6}

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	2026-05-17T23:41:34.619185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

916b75006fa31cef25ba700051fa3a1fb0208eaae1b1c43b4d0db76136d1e5cc

Aliases

arxiv: 1907.01901 · arxiv_version: 1907.01901v1 · doi: 10.48550/arxiv.1907.01901 · pith_short_12: SFVXKADPUMOO · pith_short_16: SFVXKADPUMOO6JN2 · pith_short_8: SFVXKADP

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/SFVXKADPUMOO6JN2OAAFD6R2D6 \
  | 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: 916b75006fa31cef25ba700051fa3a1fb0208eaae1b1c43b4d0db76136d1e5cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "675bc1a27b3a5cdcb4d431b7ac997aaf3c6452dafa9b15abf2990304751df8fe",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2019-07-03T12:46:33Z",
    "title_canon_sha256": "a3a09a601d47bce2cc3473d848d3d18c8d4d55bcfa88dbbf7f794a84900c339e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.01901",
    "kind": "arxiv",
    "version": 1
  }
}