Pith Number

pith:GGWZEX6W

pith:2024:GGWZEX6WTCOHDULB6JJXANV6VK

not attested not anchored not stored refs pending

MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes

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

arxiv:2412.17832 v1 · 2024-12-13 · eess.SP · 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{GGWZEX6WTCOHDULB6JJXANV6VK}

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

Risk Stratification for ICU Delirium using Pervasive Ambient Sensing Information

Receipt and verification

First computed	2026-07-05T09:53:29.730676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31ad925fd6989c71d161f2537036beaabbd91e18c05983c1676293afd460d68e

Aliases

arxiv: 2412.17832 · arxiv_version: 2412.17832v1 · doi: 10.48550/arxiv.2412.17832 · pith_short_12: GGWZEX6WTCOH · pith_short_16: GGWZEX6WTCOHDULB · pith_short_8: GGWZEX6W

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/GGWZEX6WTCOHDULB6JJXANV6VK \
  | 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: 31ad925fd6989c71d161f2537036beaabbd91e18c05983c1676293afd460d68e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34c68cd10798efafcb09b5578daaaa603e3aa915da86d2bce66a9549273d23db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-12-13T23:51:15Z",
    "title_canon_sha256": "05817432ed4b69ba816d30493da55cde944b8bae9292647490dbcc4e5fadd0ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17832",
    "kind": "arxiv",
    "version": 1
  }
}