Pith. sign in
Pith Number

pith:V6TGOQJF

pith:2024:V6TGOQJFTCFSPO6DEK6KDXJP2T
not attested not anchored not stored refs pending

Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis

Bing Qin, Haochun Wang, Nuwa Xi, Sendong Zhao, Ting Liu, Zewen Qiang

arxiv:2401.16107 v1 · 2024-01-29 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V6TGOQJFTCFSPO6DEK6KDXJP2T}

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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

Receipt and verification
First computed 2026-07-05T07:38:44.397380Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

afa6674125988b27bbc322bca1dd2fd4ea6e18a5bb427bece5e659aa0e6f1886

Aliases

arxiv: 2401.16107 · arxiv_version: 2401.16107v1 · doi: 10.48550/arxiv.2401.16107 · pith_short_12: V6TGOQJFTCFS · pith_short_16: V6TGOQJFTCFSPO6D · pith_short_8: V6TGOQJF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V6TGOQJFTCFSPO6DEK6KDXJP2T \
  | 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: afa6674125988b27bbc322bca1dd2fd4ea6e18a5bb427bece5e659aa0e6f1886
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ae34562ff06a4cc3f5069952ed6d4cf637b6b97fcca44cfa060e84e85f2a7a07",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-29T12:25:30Z",
    "title_canon_sha256": "aeb842a902c872987a8cf87b9ce3b4b9dae71bd5ef906f8d08b5944dd85328a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16107",
    "kind": "arxiv",
    "version": 1
  }
}