Pith Number

pith:MTXMN563

pith:2025:MTXMN563LCD6Y242ZMCOYTTKBI

not attested not anchored not stored refs pending

Cohort-Aware Agents for Individualized Lung Cancer Risk Prediction Using a Retrieval-Augmented Model Selection Framework

Allen J. Luna, Bennett A. Landman, Chongyu Qu, Juming Xiong, Junchao Zhu, Junlin Guo, Kim L. Sandler, Thomas Z. Li, Yuankai Huo

arxiv:2508.14940 v2 · 2025-08-20 · 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{MTXMN563LCD6Y242ZMCOYTTKBI}

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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

1 paper in Pith

Cohort-Aware Agents for Individualized Lung Cancer Risk Prediction Using a Retrieval-Augmented Model Selection Framework

Receipt and verification

First computed	2026-07-05T11:59:20.355461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64eec6f7db5887ec6b9acb04ec4e6a0a1f6d193464a129ab0af903f998c0e97c

Aliases

arxiv: 2508.14940 · arxiv_version: 2508.14940v2 · doi: 10.48550/arxiv.2508.14940 · pith_short_12: MTXMN563LCD6 · pith_short_16: MTXMN563LCD6Y242 · pith_short_8: MTXMN563

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/MTXMN563LCD6Y242ZMCOYTTKBI \
  | 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: 64eec6f7db5887ec6b9acb04ec4e6a0a1f6d193464a129ab0af903f998c0e97c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c63134beaebd0028991fe8211d290e68128939988ed8670101addbb85c80e53",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-20T02:59:39Z",
    "title_canon_sha256": "58a452d9bf36c9abaea6916653be96b35a7ed018c5ffeb3a2329197e027c89ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14940",
    "kind": "arxiv",
    "version": 2
  }
}