pith. sign in
Pith Number

pith:JYYQDPOE

pith:2019:JYYQDPOESKUKQKRG4WIRHOBIP5
not attested not anchored not stored refs pending

Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission

Andrew B. Adams, Bonggun Shin, Jinho D. Choi, Julien Hogan, Rachel E. Patzer, Raymond J. Lynch

arxiv:1906.01498 v1 · 2019-05-31 · cs.CL · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JYYQDPOESKUKQKRG4WIRHOBIP5}

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 2026-05-17T23:44:16.382005Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4e3101bdc492a8a82a26e59113b8287f504ea0a08d1fc2c20fcbd75f7022e011

Aliases

arxiv: 1906.01498 · arxiv_version: 1906.01498v1 · doi: 10.48550/arxiv.1906.01498 · pith_short_12: JYYQDPOESKUK · pith_short_16: JYYQDPOESKUKQKRG · pith_short_8: JYYQDPOE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JYYQDPOESKUKQKRG4WIRHOBIP5 \
  | 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: 4e3101bdc492a8a82a26e59113b8287f504ea0a08d1fc2c20fcbd75f7022e011
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95ffc5c90d3485abee3197fbf06851ef66f5ddc7ebd7eff402d9995613582d06",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-31T20:25:06Z",
    "title_canon_sha256": "20610d0f24b195a448e03b608953f559d12a345908fb96e9a2ce9733ac5212d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01498",
    "kind": "arxiv",
    "version": 1
  }
}