Pith Number

pith:FAYHLDEU

pith:2024:FAYHLDEUZOJV5WT2KGV6UZOFCK

not attested not anchored not stored refs pending

Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation

Bolun Liu, Chuck Outcalt, Chufan Gao, Guleid Hussein, Hanyin Wang, Hariprasad Korsapati, Jimeng Sun, Kingsley Iheasirim, Mohamad El Labban, Qiping Xu

arxiv:2405.00715 v6 · 2024-04-25 · cs.CL · cs.AI · 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{FAYHLDEUZOJV5WT2KGV6UZOFCK}

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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

Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation

Receipt and verification

First computed	2026-07-05T11:10:31.157820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2830758c94cb935eda7a51abea65c512bd33fd0d8b079ca7c0255f24906095fb

Aliases

arxiv: 2405.00715 · arxiv_version: 2405.00715v6 · doi: 10.48550/arxiv.2405.00715 · pith_short_12: FAYHLDEUZOJV · pith_short_16: FAYHLDEUZOJV5WT2 · pith_short_8: FAYHLDEU

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/FAYHLDEUZOJV5WT2KGV6UZOFCK \
  | 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: 2830758c94cb935eda7a51abea65c512bd33fd0d8b079ca7c0255f24906095fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b69b07096c1a67629b88ff9eb18225976668803c6af90f70ebf072d96076b36",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-25T15:34:53Z",
    "title_canon_sha256": "5d0e2a2565c23dd96091df12e910c4ad6624b3cc4b3a9aea5a287327305e1c95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00715",
    "kind": "arxiv",
    "version": 6
  }
}