Pith Number

pith:ODIB567T

pith:2021:ODIB567T3HSGXYRK7CB4UPWI5X

not attested not anchored not stored refs pending

Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions

Aaron Loh, Abhijit Guha Roy, Alan Karthikesalingam, Balaji Lakshminarayanan, Basil Mustafa, Greg S. Corrado, Jan Freyberg, Jie Ren, Jim Winkens, Nam Vo, Nick Pawlowski, Patricia MacWilliams, Peggy Bui, Samantha Winter, Shekoofeh Azizi, Taylan Cemgil, Umesh Telang, Vivek Natarajan, Yuan Liu, Yun Liu, Zach Beaver

arxiv:2104.03829 v1 · 2021-04-08 · cs.CV · 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{ODIB567T3HSGXYRK7CB4UPWI5X}

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.

Cited by

1 paper in Pith

Catalyst: Out-of-Distribution Detection via Elastic Scaling

Receipt and verification

First computed	2026-07-05T04:09:56.170308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70d01efbf3d9e46be22af883ca3ec8edf7d492f503b33388c2ec9c58cad7d45d

Aliases

arxiv: 2104.03829 · arxiv_version: 2104.03829v1 · doi: 10.48550/arxiv.2104.03829 · pith_short_12: ODIB567T3HSG · pith_short_16: ODIB567T3HSGXYRK · pith_short_8: ODIB567T

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/ODIB567T3HSGXYRK7CB4UPWI5X \
  | 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: 70d01efbf3d9e46be22af883ca3ec8edf7d492f503b33388c2ec9c58cad7d45d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c970036f3aba7d5c61946318a7d2b739cf2b1d979b73f68999a0ae4e8e16b310",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-04-08T15:15:22Z",
    "title_canon_sha256": "48681733bf4c39abdff066101db1a94366f6c9498f9298c1817d5ddd2bf2fbc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.03829",
    "kind": "arxiv",
    "version": 1
  }
}