Pith Number

pith:5AHCQDCU

pith:2024:5AHCQDCUEPY7RA67SFI42GBSRI

not attested not anchored not stored refs pending

LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction

Carl Yang, Hejie Cui, Hui Shao, Jieyu Zhang, Joyce C. Ho, Lianhui Qin, Zhuocheng Shen

arxiv:2403.15464 v1 · 2024-03-19 · cs.CL · cs.AI · cs.LG · cs.MA

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\usepackage{pith}
\pithnumber{5AHCQDCUEPY7RA67SFI42GBSRI}

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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

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?

Receipt and verification

First computed	2026-07-05T07:59:37.399956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e80e280c5423f1f883df9151cd18328a11777278bebfe21347dfeaddac569f37

Aliases

arxiv: 2403.15464 · arxiv_version: 2403.15464v1 · doi: 10.48550/arxiv.2403.15464 · pith_short_12: 5AHCQDCUEPY7 · pith_short_16: 5AHCQDCUEPY7RA67 · pith_short_8: 5AHCQDCU

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/5AHCQDCUEPY7RA67SFI42GBSRI \
  | 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: e80e280c5423f1f883df9151cd18328a11777278bebfe21347dfeaddac569f37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c52027abdd54e6b8f8a44611b5b8bcb705d9c009f9b3cf5e838588d6f92ca2ea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-19T18:10:13Z",
    "title_canon_sha256": "ecbf1b200899b403d3780106950a6b3310f24d6648f67fd5ecf5b48e96c2ba64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15464",
    "kind": "arxiv",
    "version": 1
  }
}