Pith. sign in
Pith Number

pith:XYTB4YBV

pith:2025:XYTB4YBV7N5B2V2KRUI3EXRFNX
not attested not anchored not stored refs pending

Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture

Christopher C. Yang, Xiaoyang Wang, Yeawon Lee

arxiv:2508.21803 v1 · 2025-08-29 · cs.AI · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XYTB4YBV7N5B2V2KRUI3EXRFNX}

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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.
Receipt and verification
First computed 2026-07-05T12:01:49.911725Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

be261e6035fb7a1d574a8d11b25e256dce5c5ebdc9a77d55b9729eb536ad2920

Aliases

arxiv: 2508.21803 · arxiv_version: 2508.21803v1 · doi: 10.48550/arxiv.2508.21803 · pith_short_12: XYTB4YBV7N5B · pith_short_16: XYTB4YBV7N5B2V2K · pith_short_8: XYTB4YBV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XYTB4YBV7N5B2V2KRUI3EXRFNX \
  | 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: be261e6035fb7a1d574a8d11b25e256dce5c5ebdc9a77d55b9729eb536ad2920
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cf72bd86712a5675d9eba95e4aa6de9d38aebde2e4b950be8232ad42d859d114",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-29T17:31:24Z",
    "title_canon_sha256": "6f270336b351e5e5adb8bf65370cda07240dc9cfd4ed384290436b3c1d445796"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21803",
    "kind": "arxiv",
    "version": 1
  }
}