Pith Number

pith:QXJZBUV7

pith:2025:QXJZBUV76QFWW6WKDEEDHBBBPS

not attested not anchored not stored refs pending

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care

Andrea Davidson, Azra Bihorac, Jessica Sena, Jiaqing Zhang, Miguel Contreras, Parisa Rashidi, Subhash Nerella, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Yuanfang Ren, Ziyuan Guan

arxiv:2503.11695 v1 · 2025-03-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QXJZBUV76QFWW6WKDEEDHBBBPS}

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	2026-07-05T10:31:58.084504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85d390d2bff40b6b7aca19083384217cb355845a8e6f791d1507ca5871b63876

Aliases

arxiv: 2503.11695 · arxiv_version: 2503.11695v1 · doi: 10.48550/arxiv.2503.11695 · pith_short_12: QXJZBUV76QFW · pith_short_16: QXJZBUV76QFWW6WK · pith_short_8: QXJZBUV7

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/QXJZBUV76QFWW6WKDEEDHBBBPS \
  | 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: 85d390d2bff40b6b7aca19083384217cb355845a8e6f791d1507ca5871b63876

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dafa62d8460b618546ff767e17f3ca7cf1187390741b0bc657b3c65f75c76f89",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-10T19:47:46Z",
    "title_canon_sha256": "79c7ccc408afbbf32881908f279a7ba9d3c0d2195b3121f8300f9c0d583984c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11695",
    "kind": "arxiv",
    "version": 1
  }
}