Pith Number

pith:P43DTZ7F

pith:2019:P43DTZ7FTMMPWZTWPLAX4ZLDB4

not attested not anchored not stored refs pending

Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction

Holger A. Lindner, Manfred Thiel, Shigehiko Schamoni, Stefan Riezler, Verena Schneider-Lindner

arxiv:1909.09557 v1 · 2019-09-20 · q-bio.QM · cs.LG · 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{P43DTZ7FTMMPWZTWPLAX4ZLDB4}

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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

Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach

Receipt and verification

First computed	2026-07-05T00:07:17.781413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f3639e7e59b18fb66767ac17e65630f0946624e396e8a44880b8f9909d47dcc

Aliases

arxiv: 1909.09557 · arxiv_version: 1909.09557v1 · doi: 10.48550/arxiv.1909.09557 · pith_short_12: P43DTZ7FTMMP · pith_short_16: P43DTZ7FTMMPWZTW · pith_short_8: P43DTZ7F

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/P43DTZ7FTMMPWZTWPLAX4ZLDB4 \
  | 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: 7f3639e7e59b18fb66767ac17e65630f0946624e396e8a44880b8f9909d47dcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7db094bbcfa193d153445423df8e0489d538facdfeeeabaad553624dd2982b7e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2019-09-20T15:20:09Z",
    "title_canon_sha256": "a4f7cd5a35b7addd81c3ed432f91acc6c5e285fc69ed5504d795aade83a8cc23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.09557",
    "kind": "arxiv",
    "version": 1
  }
}