Pith Number

pith:4FVZYADY

pith:2022:4FVZYADYEKDLVFVUGGUNNK3DXL

not attested not anchored not stored refs pending

Few-shot learning for medical text: A systematic review

Abeed Sarker, Mohammed Ali Al-Garadi, Yao Ge, Yuan-Chi Yang, Yuting Guo

arxiv:2204.14081 v1 · 2022-04-21 · cs.CL · 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{4FVZYADYEKDLVFVUGGUNNK3DXL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models

Receipt and verification

First computed	2026-07-05T04:18:57.361085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e16b9c00782286ba96b431a8d6ab63bae67ab5dc69d28b8642bc4af1a9595c6b

Aliases

arxiv: 2204.14081 · arxiv_version: 2204.14081v1 · doi: 10.48550/arxiv.2204.14081 · pith_short_12: 4FVZYADYEKDL · pith_short_16: 4FVZYADYEKDLVFVU · pith_short_8: 4FVZYADY

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/4FVZYADYEKDLVFVUGGUNNK3DXL \
  | 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: e16b9c00782286ba96b431a8d6ab63bae67ab5dc69d28b8642bc4af1a9595c6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "187be16be6770ee6830cfcd428f9501352a38ad6849aeb0afa1b9a1900a968c2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-21T18:15:51Z",
    "title_canon_sha256": "0f8b415b8994353f62ccebd1f9021ae8a7c07fa1182356fcd0ce5df2e93894cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.14081",
    "kind": "arxiv",
    "version": 1
  }
}