Pith Number

pith:LWTAZCCN

pith:2024:LWTAZCCNXREU3ZM2F53BMOC3NM

not attested not anchored not stored refs pending

"It depends": Configuring AI to Improve Clinical Usefulness Across Contexts

Hubert D. Zaj\k{a}c, Jonathan F. Carlsen, Jorge M. N. Ribeiro, Michael B. Nielsen, Ruth Wanjohi, Samuel N. Gitau, Silvia Ingala, Simona Gentile, Tariq O. Andersen

arxiv:2407.11978 v1 · 2024-05-27 · cs.HC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWTAZCCNXREU3ZM2F53BMOC3NM}

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	2026-07-05T08:44:58.148397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5da60c884dbc494de59a2f7616385b6b1e891bdb3a8fab530b20a8e1ee923156

Aliases

arxiv: 2407.11978 · arxiv_version: 2407.11978v1 · doi: 10.48550/arxiv.2407.11978 · pith_short_12: LWTAZCCNXREU · pith_short_16: LWTAZCCNXREU3ZM2 · pith_short_8: LWTAZCCN

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/LWTAZCCNXREU3ZM2F53BMOC3NM \
  | 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: 5da60c884dbc494de59a2f7616385b6b1e891bdb3a8fab530b20a8e1ee923156

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f7a65bfb5f7714511eba626e288832c2538a4dd5ba6c2f651b3d906bbaa481d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-05-27T11:49:05Z",
    "title_canon_sha256": "19a495394ec5daed5033edf8e0132f7ae9364cb411d40ecdc2fe0118440f35e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11978",
    "kind": "arxiv",
    "version": 1
  }
}