Pith Number

pith:IXSFN6KF

pith:2024:IXSFN6KFB3MEBOEEBI6INCUMYF

not attested not anchored not stored refs pending

Biomedical Visual Instruction Tuning with Clinician Preference Alignment

Carl Yang, Hejie Cui, Hui Ren, Jieyu Zhang, Lingjun Mao, Quanzheng Li, Xiang Li, Xin Liang

arxiv:2406.13173 v3 · 2024-06-19 · cs.CV · cs.AI · 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{IXSFN6KFB3MEBOEEBI6INCUMYF}

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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

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:44:14.866632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45e456f9450ed840b8840a3c868a8cc16a902eaa40d3fe99cafba85059dd3018

Aliases

arxiv: 2406.13173 · arxiv_version: 2406.13173v3 · doi: 10.48550/arxiv.2406.13173 · pith_short_12: IXSFN6KFB3ME · pith_short_16: IXSFN6KFB3MEBOEE · pith_short_8: IXSFN6KF

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/IXSFN6KFB3MEBOEEBI6INCUMYF \
  | 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: 45e456f9450ed840b8840a3c868a8cc16a902eaa40d3fe99cafba85059dd3018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37147b7ec764cffb8bce0071b8f3452de59d1f2589038a5065ad1caeeee27325",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-19T03:07:33Z",
    "title_canon_sha256": "932d4d4164a02d9dcef9c343f9ae40e161ef1e94de1987224fa01a95e87b70b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13173",
    "kind": "arxiv",
    "version": 3
  }
}