Pith Number

pith:4CRONPKM

pith:2022:4CRONPKMM3BUI3DF7C2NTBDJXF

not attested not anchored not stored refs pending

Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective

Automation Laboratory, Biling Wang (1), Dallas TX 75235, Dan Nguyen (1), David Sher (1), Department of Radiation Oncology, Jing Wang (1) ((1) Medical Artificial Intelligence, Kai Wang (1), Michael Dohopolski (1), Steve Jiang (1), Ti Bai (1), USA), UT Southwestern Medical Center

arxiv:2210.00589 v1 · 2022-10-02 · 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{4CRONPKMM3BUI3DF7C2NTBDJXF}

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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	2026-07-05T05:02:45.668874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0a2e6bd4c66c3446c65f8b4d98469b95bdaef5e441c7956b7f0987820a6b600

Aliases

arxiv: 2210.00589 · arxiv_version: 2210.00589v1 · doi: 10.48550/arxiv.2210.00589 · pith_short_12: 4CRONPKMM3BU · pith_short_16: 4CRONPKMM3BUI3DF · pith_short_8: 4CRONPKM

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/4CRONPKMM3BUI3DF7C2NTBDJXF \
  | 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: e0a2e6bd4c66c3446c65f8b4d98469b95bdaef5e441c7956b7f0987820a6b600

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb607def001f45cba32073ad626b487cd534cc63f5632129f0d3e5b386605d1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T17:54:54Z",
    "title_canon_sha256": "db998d85ec5644c321d350e15a05cac46cd88f52f1f3ce45d0a672862c8a9160"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00589",
    "kind": "arxiv",
    "version": 1
  }
}