Pith Number

pith:OZU7QCHM

pith:2022:OZU7QCHMWXA4ZDQHVR6YC6E5O2

not attested not anchored not stored refs pending

Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets

Anastasios N. Angelopoulos, Charles Lu, Stuart Pomerantz

arxiv:2207.02238 v1 · 2022-07-05 · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZU7QCHMWXA4ZDQHVR6YC6E5O2}

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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.

Cited by

1 paper in Pith

Pitfalls of Conformal Predictions for Medical Image Classification

Receipt and verification

First computed	2026-07-05T04:38:00.282982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7669f808ecb5c1cc8e07ac7d81789d76bd269eaf5cf39215bd8b8dbfa8f03d43

Aliases

arxiv: 2207.02238 · arxiv_version: 2207.02238v1 · doi: 10.48550/arxiv.2207.02238 · pith_short_12: OZU7QCHMWXA4 · pith_short_16: OZU7QCHMWXA4ZDQH · pith_short_8: OZU7QCHM

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/OZU7QCHMWXA4ZDQHVR6YC6E5O2 \
  | 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: 7669f808ecb5c1cc8e07ac7d81789d76bd269eaf5cf39215bd8b8dbfa8f03d43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc339cfede2d44eca58bd0226c2fe880b1d132a2336707c4faef0448f1163cdd",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-05T18:01:20Z",
    "title_canon_sha256": "96557786dd6b330029cd044be5dc0cea9272c1a5458d56ab373a471f58fab0ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02238",
    "kind": "arxiv",
    "version": 1
  }
}