Pith Number

pith:QHVR73V3

pith:2022:QHVR73V3NWNQM7WMTB4AWKC4IE

not attested not anchored not stored refs pending

Boosting the interpretability of clinical risk scores with intervention predictions

Alexander D'Amour, Christina Chen, Eric Loreaux, Ivan Protsyuk, Jonas Kemp, Ke Yu, Martin Seneviratne, Ming-Jun Chen, Natalie Harris, Steve Yadlowsky, Subhrajit Roy

arxiv:2207.02941 v1 · 2022-07-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QHVR73V3NWNQM7WMTB4AWKC4IE}

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	2026-07-05T04:38:17.192292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81eb1feebb6d9b067ecc98780b285c4108311f4305b1d8e65088121e7032a9ac

Aliases

arxiv: 2207.02941 · arxiv_version: 2207.02941v1 · doi: 10.48550/arxiv.2207.02941 · pith_short_12: QHVR73V3NWNQ · pith_short_16: QHVR73V3NWNQM7WM · pith_short_8: QHVR73V3

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/QHVR73V3NWNQM7WMTB4AWKC4IE \
  | 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: 81eb1feebb6d9b067ecc98780b285c4108311f4305b1d8e65088121e7032a9ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d47da8d8a7c3dc161b2544d66709d877f1fd82d4ed37196a060bad96c59950d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-06T19:49:42Z",
    "title_canon_sha256": "2a272b6492103a6b7baa4253298bfd3206ddac3770c243c8a67a88e0ea8c3ecb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02941",
    "kind": "arxiv",
    "version": 1
  }
}