Pith Number

pith:V7RUEHOQ

pith:2025:V7RUEHOQTI53HAWJMM3GXE5N66

not attested not anchored not stored refs pending

Overview and practical recommendations on using Shapley Values for identifying predictive biomarkers via CATE modeling

David Svensson, Erik Hermansson, Ilya Lipkovich, Konstantinos Sechidis, Nikolaos Nikolaou

arxiv:2505.01145 v1 · 2025-05-02 · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7RUEHOQTI53HAWJMM3GXE5N66}

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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

ConfoundingSHAP: Quantifying confounding strength in causal inference

Receipt and verification

First computed	2026-07-05T10:57:46.137982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afe3421dd09a3bb382c963366b93adf791815c77443fde156f5d25eab7adc5bf

Aliases

arxiv: 2505.01145 · arxiv_version: 2505.01145v1 · doi: 10.48550/arxiv.2505.01145 · pith_short_12: V7RUEHOQTI53 · pith_short_16: V7RUEHOQTI53HAWJ · pith_short_8: V7RUEHOQ

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/V7RUEHOQTI53HAWJMM3GXE5N66 \
  | 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: afe3421dd09a3bb382c963366b93adf791815c77443fde156f5d25eab7adc5bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2577b36a092ec7753478a8d6e4f12ad38d10b30c3c52ea4965a19dafedf37eb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-02T09:44:04Z",
    "title_canon_sha256": "c5a652ce9ed4b85ed9d31bd7b71a0fdec1587ffd575d269b74bdccf3e292549f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01145",
    "kind": "arxiv",
    "version": 1
  }
}