Pith Number

pith:MOBS3LBZ

pith:2024:MOBS3LBZNPWNQYYOECBSB2R55I

not attested not anchored not stored refs pending

A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges

Benjamin Danek, Christina Mack, Hanyin Wang, Hoifung Poon, Jimeng Sun, Pranav Rajpurkar, Yajuan Wang, Ying Li, Zifeng Wang

arxiv:2411.00024 v3 · 2024-10-28 · cs.CL · 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{MOBS3LBZNPWNQYYOECBSB2R55I}

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	2026-07-05T09:42:31.772813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63832dac396becd8630e208320ea3dea34cb6614e1e694fccd1edb9eb92a40c2

Aliases

arxiv: 2411.00024 · arxiv_version: 2411.00024v3 · doi: 10.48550/arxiv.2411.00024 · pith_short_12: MOBS3LBZNPWN · pith_short_16: MOBS3LBZNPWNQYYO · pith_short_8: MOBS3LBZ

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/MOBS3LBZNPWNQYYOECBSB2R55I \
  | 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: 63832dac396becd8630e208320ea3dea34cb6614e1e694fccd1edb9eb92a40c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e4055679f188e035d09e7b315212995145439e06032711ce0b49c1f41491967",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-28T22:30:06Z",
    "title_canon_sha256": "6270d6d198a0362034fe9eec054680a5bf3a520558f71b2679792cf6149bde90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00024",
    "kind": "arxiv",
    "version": 3
  }
}