Pith Number

pith:ZAWB77MZ

pith:2024:ZAWB77MZE7WBOAXW6TJSZUVTOW

not attested not anchored not stored refs pending

Humans and Large Language Models in Clinical Decision Support: A Study with Medical Calculators

Aidan Gilson, Aidong Zhang, Guangzhi Xiong, Joey Chan, Nicholas Wan, Qiao Jin, Qingyu Chen, R. Andrew Taylor, Reid McMurry, Serina Applebaum, Zhiyong Lu

arxiv:2411.05897 v2 · 2024-11-08 · cs.CL · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZAWB77MZE7WBOAXW6TJSZUVTOW}

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	2026-07-05T10:37:06.510478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c82c1ffd9927ec1702f6f4d32cd2b375973c2da7deae3cbd89e411b365d5b95e

Aliases

arxiv: 2411.05897 · arxiv_version: 2411.05897v2 · doi: 10.48550/arxiv.2411.05897 · pith_short_12: ZAWB77MZE7WB · pith_short_16: ZAWB77MZE7WBOAXW · pith_short_8: ZAWB77MZ

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/ZAWB77MZE7WBOAXW6TJSZUVTOW \
  | 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: c82c1ffd9927ec1702f6f4d32cd2b375973c2da7deae3cbd89e411b365d5b95e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4338b8f9060e009588c2c6fa1e6d465edc7fcf62e815e203a67dcf650db72a38",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-08T15:50:19Z",
    "title_canon_sha256": "07d00bf42503c170774925f7710223db98056942f1f1a973d8cc4f92e67abfe8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05897",
    "kind": "arxiv",
    "version": 2
  }
}