Pith Number

pith:Y5V4RG67

pith:2020:Y5V4RG67JIBFMFL3DRT2JSPYNG

not attested not anchored not stored refs pending

On the limits of cross-domain generalization in automated X-ray prediction

Hadrien Bertrand, Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks

arxiv:2002.02497 v2 · 2020-02-06 · eess.IV · cs.LG · q-bio.QM · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5V4RG67JIBFMFL3DRT2JSPYNG}

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

3 papers in Pith

Optimized Labeling Resource Allocation for Prediction-Assisted Inference via OPAL

Self-Supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

A Clinical Point Cloud Paradigm for In-Hospital Mortality Prediction from Multi-Level Incomplete Multimodal EHRs

Receipt and verification

First computed	2026-07-05T01:05:26.006535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c76bc89bdf4a0256157b1c67a4c9f8699bca73e074a06be63410ceadf7eea81b

Aliases

arxiv: 2002.02497 · arxiv_version: 2002.02497v2 · doi: 10.48550/arxiv.2002.02497 · pith_short_12: Y5V4RG67JIBF · pith_short_16: Y5V4RG67JIBFMFL3 · pith_short_8: Y5V4RG67

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/Y5V4RG67JIBFMFL3DRT2JSPYNG \
  | 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: c76bc89bdf4a0256157b1c67a4c9f8699bca73e074a06be63410ceadf7eea81b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05b3c24b41c88558987ae8b95067676ff29f2b1e1447a5ae1679f7dcd2772577",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-02-06T20:07:54Z",
    "title_canon_sha256": "ecb11b16bcd8619d707f6df13cb170a76f306922b65cf639c7f0f6f2a38436db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02497",
    "kind": "arxiv",
    "version": 2
  }
}