Pith Number

pith:ZURDEV5D

pith:2024:ZURDEV5DWXVUGNWI3KA5M6RVZY

not attested not anchored not stored refs pending

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model

Eric Karl Oermann, Lavender Yao Jiang, Rumi Chunara, Saadia Gabriel, Salman Rahman, Yindalon Aphinyanaphongs

arxiv:2402.10965 v2 · 2024-02-14 · cs.CL · cs.CY · 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{ZURDEV5DWXVUGNWI3KA5M6RVZY}

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	2026-07-05T07:48:52.980948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd223257a3b5eb4336c8da81d67a35ce20481d12480bd02c021a6f99476f430d

Aliases

arxiv: 2402.10965 · arxiv_version: 2402.10965v2 · doi: 10.48550/arxiv.2402.10965 · pith_short_12: ZURDEV5DWXVU · pith_short_16: ZURDEV5DWXVUGNWI · pith_short_8: ZURDEV5D

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/ZURDEV5DWXVUGNWI3KA5M6RVZY \
  | 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: cd223257a3b5eb4336c8da81d67a35ce20481d12480bd02c021a6f99476f430d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4bda801c983428ed994310d474d3b6e93727300f09aea9eb6778ca2c2037845",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-14T06:24:52Z",
    "title_canon_sha256": "a5b5fdcd36c61de745f97447952c4d7bdabe57f5e2a172eac8b6966b7751b4da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10965",
    "kind": "arxiv",
    "version": 2
  }
}