pith. sign in
Pith Number

pith:V2COHBZM

pith:2026:V2COHBZMRCIGAFL72AL7JZTFBX
not attested not anchored not stored refs pending

Auditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring

Bhanu Cherukuvada, Catherine Price, Jessica Sena, Jiaqing Zhang, Miguel Contreras, Parisa Rashidi, Sandeep Elluri, Scott Siegel, Subhash Nerella, Yonah Joffe

arxiv:2605.16386 v1 · 2026-05-11 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V2COHBZMRCIGAFL72AL7JZTFBX}

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 2026-05-20T00:02:19.712463Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ae84e3872c889060157fd017f4e6650dec65ab46404b2f641b93695ede0142cc

Aliases

arxiv: 2605.16386 · arxiv_version: 2605.16386v1 · doi: 10.48550/arxiv.2605.16386 · pith_short_12: V2COHBZMRCIG · pith_short_16: V2COHBZMRCIGAFL7 · pith_short_8: V2COHBZM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V2COHBZMRCIGAFL72AL7JZTFBX \
  | 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: ae84e3872c889060157fd017f4e6650dec65ab46404b2f641b93695ede0142cc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7688aae1b545102df258812b77832f2cb82c93cc426f955f76a5c473372f4785",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-11T15:37:24Z",
    "title_canon_sha256": "ad985c3d81206ea5700dd082b5c9d4c2cdc20cc0684fed20a2ff03078c130541"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16386",
    "kind": "arxiv",
    "version": 1
  }
}