Pith Number

pith:HX57AMEF

pith:2025:HX57AMEF2JIFT62JJRAMVLWNZQ

not attested not anchored not stored refs pending

What is the role of human decisions in a world of artificial intelligence: an economic evaluation of human-AI collaboration in diabetic retinopathy screening

Chi Liu, Jian Zhang, Keyao Zhou, Lei Zhang, Lixia Luo, Mingguang He, Qiuxia Yin, Sanil Joseph, Wenyi Hu, Xiaotong Han, Yueye Wang, Zhuoting Zhu

arxiv:2503.20160 v1 · 2025-03-26 · cs.HC · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HX57AMEF2JIFT62JJRAMVLWNZQ}

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	2026-07-05T10:39:33.506602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3dfbf03085d25059fb494c40caaecdcc0896157e2715eaa0ebf507b8ea27425d

Aliases

arxiv: 2503.20160 · arxiv_version: 2503.20160v1 · doi: 10.48550/arxiv.2503.20160 · pith_short_12: HX57AMEF2JIF · pith_short_16: HX57AMEF2JIFT62J · pith_short_8: HX57AMEF

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/HX57AMEF2JIFT62JJRAMVLWNZQ \
  | 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: 3dfbf03085d25059fb494c40caaecdcc0896157e2715eaa0ebf507b8ea27425d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d9beae30d9fe6d57bbdf44121292dfc558187a18f9f8c8a30dc1063bcf0e5a7",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-03-26T02:31:06Z",
    "title_canon_sha256": "630875c7b24b894e830949f2bf6a61ab5671c528af7bda4bbd8e4f8b9148f9e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.20160",
    "kind": "arxiv",
    "version": 1
  }
}