Pith Number

pith:XN4PZGEZ

pith:2024:XN4PZGEZASPECCZWGVNSYFBODR

not attested not anchored not stored refs pending

Towards Democratization of Subspeciality Medical Expertise

Alan Karthikesalingam, Aly Elezaby, Anil Palepu, Dale Webster, Daniel Seung Kim, Emily Chu, Euan Ashley, Jack W. O'Sullivan, Joelle Barral, Juraj Gottweis, Kavita Kulkarni, Khaled Saab, Mike Schaekermann, Natalie Tapaskar, Philip Mansfield, Roy Lan, Ryutaro Tanno, Sneha S. Jain, S. Sara Mahdavi, Tao Tu, Victoria Parikh, Vivek Natarajan, Wei-Hung Weng, Wilson Tang, Yaanik Desai, Yong Cheng

arxiv:2410.03741 v1 · 2024-10-01 · cs.HC · 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{XN4PZGEZASPECCZWGVNSYFBODR}

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

Conversation Forests: The Key to Fine Tuning Large Language Models for Multi-Turn Medical Conversations is Branching

Receipt and verification

First computed	2026-07-05T09:16:24.233346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb78fc9899049e410b36355b2c142e1c486db11c5c01e498631ef392d7df7f96

Aliases

arxiv: 2410.03741 · arxiv_version: 2410.03741v1 · doi: 10.48550/arxiv.2410.03741 · pith_short_12: XN4PZGEZASPE · pith_short_16: XN4PZGEZASPECCZW · pith_short_8: XN4PZGEZ

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/XN4PZGEZASPECCZWGVNSYFBODR \
  | 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: bb78fc9899049e410b36355b2c142e1c486db11c5c01e498631ef392d7df7f96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cd80a2fa607fa582f3ff9f00bac80fce3f3e499005f64d81375b28a6f6bb1c2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-10-01T06:34:31Z",
    "title_canon_sha256": "3d6d3b7f4faefe5cb575e1dbf77a4b2bbbecb1106ab3707a688b3b99e98130bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03741",
    "kind": "arxiv",
    "version": 1
  }
}