Pith. sign in
Pith Number

pith:6XYKIRZ5

pith:2024:6XYKIRZ5Q7K7L7WMFHNAFCBTNS
not attested not anchored not stored refs pending

Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model

Andrew Melehy, Ashwath Radhachandran, Chace Moleta, Corey W. Arnold, Henry Zheng, Maitraya Patel, Rinat Masamed, Shreeram Athreya, Sujit Silas Armstrong Suthahar, Vedrana Ivezi\'c, Vivek Sant, William Speier

arxiv:2409.19171 v1 · 2024-09-27 · q-bio.QM · cs.LG · eess.IV

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\usepackage{pith}
\pithnumber{6XYKIRZ5Q7K7L7WMFHNAFCBTNS}

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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 2026-07-05T09:13:11.565146Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f5f0a4473d87d5f5fecc29da0288336cada9115609b747a36ea00da3cd76ffc6

Aliases

arxiv: 2409.19171 · arxiv_version: 2409.19171v1 · doi: 10.48550/arxiv.2409.19171 · pith_short_12: 6XYKIRZ5Q7K7 · pith_short_16: 6XYKIRZ5Q7K7L7WM · pith_short_8: 6XYKIRZ5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6XYKIRZ5Q7K7L7WMFHNAFCBTNS \
  | 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: f5f0a4473d87d5f5fecc29da0288336cada9115609b747a36ea00da3cd76ffc6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d2b5ff985f318bfb9c3102d308f38ddd4b3c6311569e1ed8b30378ac514ee30",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2024-09-27T22:38:03Z",
    "title_canon_sha256": "5f2be8be1543ff0e54e09b54d40dd94896fa9988188e7a1ae04b8833fc0222da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19171",
    "kind": "arxiv",
    "version": 1
  }
}