Pith Number

pith:5YCLOFPD

pith:2025:5YCLOFPDYVBJ6V6EJHX5JVPYA5

not attested not anchored not stored refs pending

Towards accurate and reliable ICU outcome prediction: a multimodal learning framework based on belief function theory using structured EHRs and free-text notes

Daniel J. Tan, Ling Huang, Mengling Feng, See Kiong Ng, Yucheng Ruan

arxiv:2501.04389 v2 · 2025-01-08 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5YCLOFPDYVBJ6V6EJHX5JVPYA5}

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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

MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation

Receipt and verification

First computed	2026-07-05T10:19:35.425066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee04b715e3c5429f57c449efd4d5f80741d6634003ad4d5c2632e36711fe2d37

Aliases

arxiv: 2501.04389 · arxiv_version: 2501.04389v2 · doi: 10.48550/arxiv.2501.04389 · pith_short_12: 5YCLOFPDYVBJ · pith_short_16: 5YCLOFPDYVBJ6V6E · pith_short_8: 5YCLOFPD

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/5YCLOFPDYVBJ6V6EJHX5JVPYA5 \
  | 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: ee04b715e3c5429f57c449efd4d5f80741d6634003ad4d5c2632e36711fe2d37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a9f99cbe36e92130e097579521214cedd2a31ab06a2cc8d29eca52a8302debf",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-01-08T09:58:29Z",
    "title_canon_sha256": "d51a2d3498b4736b2ccdc45cfa132688cee9cd1cc4bab31661b63c3a438ec4f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04389",
    "kind": "arxiv",
    "version": 2
  }
}