Pith Number

pith:23C7IXMT

pith:2025:23C7IXMTP6GIGK5COEEQ726BS2

not attested not anchored not stored refs pending

On Using Large Language Models to Enhance Clinically-Driven Missing Data Recovery Algorithms in Electronic Health Records

Abbey Collins, Ashish K. Khanna, Brian J. Wells, Joseph Rigdon, Lucy D'Agostino McGowan, Sarah C. Lotspeich

arxiv:2510.03844 v1 · 2025-10-04 · cs.LG · stat.AP · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{23C7IXMTP6GIGK5COEEQ726BS2}

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	2026-06-10T00:08:25.839028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6c5f45d937f8c832ba271090febc1968954ea2a128dbb6a9294dc8328214136

Aliases

arxiv: 2510.03844 · arxiv_version: 2510.03844v1 · doi: 10.48550/arxiv.2510.03844 · pith_short_12: 23C7IXMTP6GI · pith_short_16: 23C7IXMTP6GIGK5C · pith_short_8: 23C7IXMT

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/23C7IXMTP6GIGK5COEEQ726BS2 \
  | 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: d6c5f45d937f8c832ba271090febc1968954ea2a128dbb6a9294dc8328214136

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de0eb5cb94a74c6fbeea251286a35b81dbcc134a9b66aaffb7b8383a7c56af1f",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-04T15:45:22Z",
    "title_canon_sha256": "54a3028097ebc611b2d6e29e750272ef8fda77587bf08a528952e37a06fc697e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03844",
    "kind": "arxiv",
    "version": 1
  }
}