Pith Number

pith:42O5NEYT

pith:2026:42O5NEYT4QKOXML6MGQFCFXD5E

not attested not anchored not stored refs pending

CareTransition-Audit: A Benchmark to Audit Discharge Summaries for Efficient Care Transitions

Abhishek Mukherji, Akshat Dasula, Jaideep Srivastava, Prasanna Desikan, Shivali Dalmia

A locally deployed LLM can automatically audit discharge summaries against a structured care-transition checklist.

arxiv:2604.05435 v2 · 2026-04-07 · cs.AI

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\usepackage{pith}
\pithnumber{42O5NEYT4QKOXML6MGQFCFXD5E}

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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.

Claims

C1strongest claim

This work demonstrates the feasibility of scalable, automated clinical auditing and provides a foundation for systematic quality improvement in electronic health record documentation.

C2weakest assumption

That a locally deployed large language model can accurately and reliably identify the presence, absence, or ambiguity of key documentation elements in discharge summaries without introducing systematic errors or biases.

C3one line summary

An LLM-based framework automates auditing of discharge summaries using a DISCHARGED-derived checklist on MIMIC-IV data to detect missing or ambiguous documentation elements.

Receipt and verification

First computed	2026-06-19T16:12:20.041658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e69dd69313e414ebb17e61a05116e3e92dfd175e91254db963fcd69817586987

Aliases

arxiv: 2604.05435 · arxiv_version: 2604.05435v2 · doi: 10.48550/arxiv.2604.05435 · pith_short_12: 42O5NEYT4QKO · pith_short_16: 42O5NEYT4QKOXML6 · pith_short_8: 42O5NEYT

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/42O5NEYT4QKOXML6MGQFCFXD5E \
  | 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: e69dd69313e414ebb17e61a05116e3e92dfd175e91254db963fcd69817586987

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7da26d415b168c4ca02b7782055ac2c407588d042ed1b18976e1205ca07bbd28",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-04-07T05:04:00Z",
    "title_canon_sha256": "dfc3fd51b265f4d15bbe14a95e068f519939fb8f2a57b44686eb71aed28d2ebe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.05435",
    "kind": "arxiv",
    "version": 2
  }
}