Pith Number

pith:2NSKJMW2

pith:2024:2NSKJMW2JQ2SIC224DICZDONUD

not attested not anchored not stored refs pending

Bias patterns in the application of LLMs for clinical decision support: A comprehensive study

Hamed Fayyaz, Rahmatollah Beheshti, Raphael Poulain

arxiv:2404.15149 v1 · 2024-04-23 · 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{2NSKJMW2JQ2SIC224DICZDONUD}

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

4 papers in Pith

How Good LLMs Are at Answering Bangla Medical Visual Questions? Dataset and Benchmarking

People readily follow personal advice from AI but it does not improve their well-being

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Compared to What? Baselines and Metrics for Counterfactual Prompting

Receipt and verification

First computed	2026-07-05T08:11:15.892206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d364a4b2da4c35240b5ae0d02c8dcda0cc8726657f842c80b67d337ab38bb61d

Aliases

arxiv: 2404.15149 · arxiv_version: 2404.15149v1 · doi: 10.48550/arxiv.2404.15149 · pith_short_12: 2NSKJMW2JQ2S · pith_short_16: 2NSKJMW2JQ2SIC22 · pith_short_8: 2NSKJMW2

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/2NSKJMW2JQ2SIC224DICZDONUD \
  | 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: d364a4b2da4c35240b5ae0d02c8dcda0cc8726657f842c80b67d337ab38bb61d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1956773c8c3c42b7e5307784ea897274d339b25dbf028ad3cad43a01d53050d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-23T15:52:52Z",
    "title_canon_sha256": "7c073abc7e667b9d6de27a84f8925b2ef9bb3fda71cc61e8de3e467005903c77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15149",
    "kind": "arxiv",
    "version": 1
  }
}