Pith Number

pith:7KWCFEPI

pith:2024:7KWCFEPIXWU7NQJA65QK4CPSUE

not attested not anchored not stored refs pending

EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation

Changyu Ren, Chengwei Pan, Junlan Feng, Liantao Ma, Shiyun Xie, Xiaochen Zheng, Xi Zhu, Yinghao Zhu, Zhoujun Li, Zixiang Wang

arxiv:2406.00036 v2 · 2024-05-27 · cs.CL · cs.AI · 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{7KWCFEPIXWU7NQJA65QK4CPSUE}

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

Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance

Receipt and verification

First computed	2026-07-05T10:20:12.442969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

faac2291e8bda9f6c120f760ae09f2a11b8d69258da06ca465950d33d2b95be7

Aliases

arxiv: 2406.00036 · arxiv_version: 2406.00036v2 · doi: 10.48550/arxiv.2406.00036 · pith_short_12: 7KWCFEPIXWU7 · pith_short_16: 7KWCFEPIXWU7NQJA · pith_short_8: 7KWCFEPI

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/7KWCFEPIXWU7NQJA65QK4CPSUE \
  | 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: faac2291e8bda9f6c120f760ae09f2a11b8d69258da06ca465950d33d2b95be7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32cc12406bb2b07c0858d22d2f9e7d0dede375d9b13371c08848e9759cf68306",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-27T10:53:15Z",
    "title_canon_sha256": "c24d8a184342a889de5ae7e781b7536a2ee3e3afb5d772782330670fc1549a18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00036",
    "kind": "arxiv",
    "version": 2
  }
}