Pith Number

pith:7GQC3TCJ

pith:2025:7GQC3TCJK737CKRS5AXKCSVODI

not attested not anchored not stored refs pending

Towards physician-centered oversight of conversational diagnostic AI

Adam Rodman, Alan Karthikesalingam, Anil Palepu, Avinatan Hassidim, C\'ian Hughes, Dale R. Webster, David Barrett, David Stutz, Dylan Slack, Elahe Vedadi, Ellery Wulczyn, James Manyika, Jan Freyberg, Jihyeon Lee, Jo\"elle Barral, Katherine Chou, Kavita Kulkarni, Kelvin Guu, Khaled Saab, Mike Schaekermann, Natalie Harris, Nenad Tomasev, Pushmeet Kohli, Roma Ruparel, Ryutaro Tanno, Shashir Reddy, S. Sara Mahdavi, Tao Tu, Tim Strother, Valentin Li\'evin, Vivek Natarajan, Wei-Hung Weng, Yash Sharma, Yossi Matias, Yun Liu

arxiv:2507.15743 v1 · 2025-07-21 · cs.AI · cs.CL · cs.HC · 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{7GQC3TCJK737CKRS5AXKCSVODI}

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

4 papers in Pith

Baichuan-M4: A Clinical-Grade Medical Agent System for Continuous Care

SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics

SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment

Receipt and verification

First computed	2026-07-05T11:40:43.383275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9a02dcc4957f7f12a32e82ea14aae1a2a1e438b852040f57594d8d22b1080df

Aliases

arxiv: 2507.15743 · arxiv_version: 2507.15743v1 · doi: 10.48550/arxiv.2507.15743 · pith_short_12: 7GQC3TCJK737 · pith_short_16: 7GQC3TCJK737CKRS · pith_short_8: 7GQC3TCJ

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/7GQC3TCJK737CKRS5AXKCSVODI \
  | 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: f9a02dcc4957f7f12a32e82ea14aae1a2a1e438b852040f57594d8d22b1080df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c31a1654a6a8760b73c142f3c5d3538cfc003bfdf777f63e509c8fa29803513",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-21T15:54:36Z",
    "title_canon_sha256": "7808258c1848729bfbc5da17be36255923f17120d451d84225c96b3b0114da86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15743",
    "kind": "arxiv",
    "version": 1
  }
}