Pith Number

pith:KZU6QXXP

pith:2024:KZU6QXXPL2CYDLDYAFLKR7EOBY

not attested not anchored not stored refs pending

Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction

Andrew M. Dai, Anne Mottram, Martin Seneviratne, Nan Du, Yuan Xue

arxiv:2407.19359 v1 · 2024-07-28 · 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{KZU6QXXPL2CYDLDYAFLKR7EOBY}

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	2026-07-05T08:49:38.812545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5669e85eef5e8581ac780156a8fc8e0e1486fd3ade309bc793754e94b08bc5a4

Aliases

arxiv: 2407.19359 · arxiv_version: 2407.19359v1 · doi: 10.48550/arxiv.2407.19359 · pith_short_12: KZU6QXXPL2CY · pith_short_16: KZU6QXXPL2CYDLDY · pith_short_8: KZU6QXXP

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/KZU6QXXPL2CYDLDYAFLKR7EOBY \
  | 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: 5669e85eef5e8581ac780156a8fc8e0e1486fd3ade309bc793754e94b08bc5a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "135171491e520ed1192dca4a8dd356a3200418aa5bab34bd30d3f2f02039579d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-28T01:22:04Z",
    "title_canon_sha256": "cea469768595063ebd44fcc6576eb6fb831edb650d8d1133e96ef28edf653c0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19359",
    "kind": "arxiv",
    "version": 1
  }
}