Pith Number

pith:ZOGW2EZ5

pith:2024:ZOGW2EZ5CHYNGSAJCFDUYMUO33

not attested not anchored not stored refs pending

Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis

Ameer Hamza Shakur, Andrew R. Jamieson, Daniel J. Scott, David Hein, Krystle K. Campbell, Michael J. Holcomb, Shinyoung Kang, Thomas O. Dalton

arxiv:2410.12858 v1 · 2024-10-11 · 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{ZOGW2EZ5CHYNGSAJCFDUYMUO33}

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

2 papers in Pith

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

LLM-Based Data Generation and Clinical Skills Evaluation for Low-Resource French OSCEs

Receipt and verification

First computed	2026-07-05T09:21:52.024156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb8d6d133d11f0d3480911474c328edeed9dfc46e28f94f1cfd747f38cd73cf4

Aliases

arxiv: 2410.12858 · arxiv_version: 2410.12858v1 · doi: 10.48550/arxiv.2410.12858 · pith_short_12: ZOGW2EZ5CHYN · pith_short_16: ZOGW2EZ5CHYNGSAJ · pith_short_8: ZOGW2EZ5

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/ZOGW2EZ5CHYNGSAJCFDUYMUO33 \
  | 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: cb8d6d133d11f0d3480911474c328edeed9dfc46e28f94f1cfd747f38cd73cf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1854a20d9a79405a61d21fa30db671b349e1a6475a37c02500b255c0523645dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-11T19:16:03Z",
    "title_canon_sha256": "167c30f3dbf8235cb66d8451820f32957c5a238329b247adbfaaa7dbd94993f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12858",
    "kind": "arxiv",
    "version": 1
  }
}