Pith Number

pith:DUR4R3GC

pith:2025:DUR4R3GCLJBU445LRCFNKZVXKT

not attested not anchored not stored refs pending

Benchmarking Generative AI for Scoring Medical Student Interviews in Objective Structured Clinical Examinations (OSCEs)

Colleen Chan, Dennis Shung, Jadon Geathers, Justin Sewell, Niroop Rajashekar, Rene F. Kizilcec, Susannah Cornes, Yann Hicke

arxiv:2501.13957 v2 · 2025-01-21 · 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{DUR4R3GCLJBU445LRCFNKZVXKT}

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

A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training

Receipt and verification

First computed	2026-07-05T11:03:20.644280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d23c8ecc25a434e73ab888ad566b754dca589205a3d79ff48ed3985160b8047

Aliases

arxiv: 2501.13957 · arxiv_version: 2501.13957v2 · doi: 10.48550/arxiv.2501.13957 · pith_short_12: DUR4R3GCLJBU · pith_short_16: DUR4R3GCLJBU445L · pith_short_8: DUR4R3GC

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/DUR4R3GCLJBU445LRCFNKZVXKT \
  | 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: 1d23c8ecc25a434e73ab888ad566b754dca589205a3d79ff48ed3985160b8047

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4335fc468f32c0633ceb632b048146f1d970871326a09edc184876aa87553aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-21T04:05:45Z",
    "title_canon_sha256": "d90dab5f91a84177aa6f1ade3b83aeb4c2659015d333fa3e5f6b6749cb665e57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13957",
    "kind": "arxiv",
    "version": 2
  }
}