Pith Number

pith:YXVXCNYJ

pith:2025:YXVXCNYJKMCLOYDR6T6IOIASRM

not attested not anchored not stored refs pending

A Comprehensive Study on Fine-Tuning Large Language Models for Medical Question Answering Using Classification Models and Comparative Analysis

Anunak Roy, Aysegul Ucar, Burak Ta\c{s}c{\i}, G\"ulay Ta\c{s}c{\i}, Soumik Nayak

arxiv:2501.17190 v1 · 2025-01-27 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXVXCNYJKMCLOYDR6T6IOIASRM}

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.

Receipt and verification

First computed	2026-07-05T10:06:48.857732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5eb7137095304b76071f4fc8720128b02ff1537a0517aec3db9d8ca652c1638

Aliases

arxiv: 2501.17190 · arxiv_version: 2501.17190v1 · doi: 10.48550/arxiv.2501.17190 · pith_short_12: YXVXCNYJKMCL · pith_short_16: YXVXCNYJKMCLOYDR · pith_short_8: YXVXCNYJ

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/YXVXCNYJKMCLOYDR6T6IOIASRM \
  | 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: c5eb7137095304b76071f4fc8720128b02ff1537a0517aec3db9d8ca652c1638

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fd2a1a982bece01ed4557d99b50b7871f46b2b09ea14ec5de5bfe45953a8f85",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-27T03:31:02Z",
    "title_canon_sha256": "899b00a6ac555e7c9498ca40db13563acbc078e0a040b098a13053c64ea0214c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17190",
    "kind": "arxiv",
    "version": 1
  }
}