Pith Number

pith:Z4KDY63Y

pith:2024:Z4KDY63YNXXMUNOFOLWROYMSCZ

not attested not anchored not stored refs pending

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

Alejandro Lozano, Aparna Balagopalan, Berk Ustun, Brett Beaulieu-Jones, Chinasa T. Okolo, Edward Choi, Edward Lee, Emma Pierson, Gamze Gursoy, George Chen, Haoran Zhang, Harvineet Singh, Helen Zhou, Hussein Mozannar, Hyewon Jeong, Ilker Demirel, Jason Fries, Jiacheng Zhu, Katherine Matton, Keith Harrigian, Kristen Yeom, Linying Zhang, Marinka Zitnik, Marzyeh Ghassemi, Matthew McDermott, Michael Oberst, Michael Wornow, Milos Vukadinovic, Monica Agrawal, Nikita Mehandru, Parisa Rashidi, Rafal Dariusz Kocielnik, Rahul Thapta, Sanjat Kanjilal, Sarah Jabbour, Tom Hartvigsen, Tristan Naumann, Vincent Jeanselme, Vladislav Lialin, William Jongwon Han, Xin Liu, Xuhai Orson Xu, Yuzhe Yang

arxiv:2403.01628 v2 · 2024-03-03 · 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{Z4KDY63YNXXMUNOFOLWROYMSCZ}

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.

Receipt and verification

First computed	2026-07-05T08:04:38.212450Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf143c7b786deeca35c572ed176192167a3866d80f6a2933da297f40a74f2bcc

Aliases

arxiv: 2403.01628 · arxiv_version: 2403.01628v2 · doi: 10.48550/arxiv.2403.01628 · pith_short_12: Z4KDY63YNXXM · pith_short_16: Z4KDY63YNXXMUNOF · pith_short_8: Z4KDY63Y

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/Z4KDY63YNXXMUNOFOLWROYMSCZ \
  | 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: cf143c7b786deeca35c572ed176192167a3866d80f6a2933da297f40a74f2bcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62ede1578a32dbd139be52f912ca79df60e1c25e608d5d2750ec8ea161a24ce7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-03T22:21:58Z",
    "title_canon_sha256": "8d9b4ab6d88a6368d40e1e1f2607048e473c84fcd153f73144f1944fc072956b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01628",
    "kind": "arxiv",
    "version": 2
  }
}