Pith Number

pith:FXIV3CNW

pith:2025:FXIV3CNWVECKLTBRROXMNXTLUN

not attested not anchored not stored refs pending

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Cheng Wang, Linsheng Zeng, Minjie Ju, Peigan Liang, Xusheng Liang, Yixuan Yuan, Zhen Chen, Zhihao Peng

arxiv:2503.13205 v1 · 2025-03-17 · cs.AI · cs.CL · cs.CV · cs.HC · cs.MA

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXIV3CNWVECKLTBRROXMNXTLUN}

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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

4 papers in Pith

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models

MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis

Receipt and verification

First computed	2026-07-05T10:32:55.893895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dd15d89b6a904a5cc318baec6de6ba3429719b78d9b5f9d4a9c6b99593e33a6

Aliases

arxiv: 2503.13205 · arxiv_version: 2503.13205v1 · doi: 10.48550/arxiv.2503.13205 · pith_short_12: FXIV3CNWVECK · pith_short_16: FXIV3CNWVECKLTBR · pith_short_8: FXIV3CNW

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/FXIV3CNWVECKLTBRROXMNXTLUN \
  | 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: 2dd15d89b6a904a5cc318baec6de6ba3429719b78d9b5f9d4a9c6b99593e33a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "014aacc3a545298fd962c9879f4af2e421ca71daa784ad40fac89c9b5e60c3be",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.HC",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-17T14:14:28Z",
    "title_canon_sha256": "3865e6adf1e9a87ac0797ebffd2a7d3766d88d07a71196de442cf1da79978a00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13205",
    "kind": "arxiv",
    "version": 1
  }
}