Pith Number

pith:SUKURWIF

pith:2023:SUKURWIFFRESUY3MBWZPFT3YYO

not attested not anchored not stored refs pending

Towards Expert-Level Medical Question Answering with Large Language Models

Alan Karthikesalingam, Amy Wang, Blaise Aguera y Arcas, Bradley Green, Christopher Semturs, Dale Webster, Darlene Neal, Ellery Wulczyn, Ewa Dominowska, Greg S. Corrado, Heather Cole-Lewis, Joelle Barral, Juraj Gottweis, Karan Singhal, Kevin Clark, Le Hou, Mike Schaekermann, Mohamed Amin, Nenad Tomasev, Philip Mansfield, Renee Wong, Rory Sayres, Sami Lachgar, Shekoofeh Azizi, S. Sara Mahdavi, Stephen Pfohl, Sushant Prakash, Tao Tu, Vivek Natarajan, Yossi Matias, Yun Liu

arxiv:2305.09617 v1 · 2023-05-16 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SUKURWIFFRESUY3MBWZPFT3YYO}

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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

24 papers in Pith

Data-Centric Foundation Models in Computational Healthcare: A Survey

Retrieval-Augmented Generation for Natural Language Processing: A Survey

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models

Entry-level guide to the use of large language models for medical research

Query pipeline optimization for cancer patient question answering systems

Receipt and verification

First computed	2026-05-24T04:28:47.139132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

951548d9052c492a636c0db2f2cf78c3aadbf4b49273a797febc9f7060342288

Aliases

arxiv: 2305.09617 · arxiv_version: 2305.09617v1 · doi: 10.48550/arxiv.2305.09617 · pith_short_12: SUKURWIFFRES · pith_short_16: SUKURWIFFRESUY3M · pith_short_8: SUKURWIF

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/SUKURWIFFRESUY3MBWZPFT3YYO \
  | 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: 951548d9052c492a636c0db2f2cf78c3aadbf4b49273a797febc9f7060342288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85392a0c5951611f4650725d01d6772fd9912b3132ec1058ef4b5c370d7b972a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-16T17:11:29Z",
    "title_canon_sha256": "d9273743d6ca60edb5588541041fdcd1e684d53a700b513102c6d5e380007bcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09617",
    "kind": "arxiv",
    "version": 1
  }
}