Pith Number

pith:VY7ZEZRC

pith:2024:VY7ZEZRCCY3MLJECWNFZF2OKM7

not attested not anchored not stored refs pending

Uncertainty-Aware Optimal Treatment Selection for Clinical Time Series

Cecilia Casolo, Niki Kilbertus, Thomas Schwarz

arxiv:2410.08816 v1 · 2024-10-11 · 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{VY7ZEZRCCY3MLJECWNFZF2OKM7}

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.

Cited by

2 papers in Pith

From Static Risk to Dynamic Trajectories: Toward World-Model-Inspired Clinical Prediction

Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data

Receipt and verification

First computed	2026-07-05T09:19:18.198112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae3f9266221636c5a482b34b92e9ca67d96b382c46dedf08af349d23e58d11b5

Aliases

arxiv: 2410.08816 · arxiv_version: 2410.08816v1 · doi: 10.48550/arxiv.2410.08816 · pith_short_12: VY7ZEZRCCY3M · pith_short_16: VY7ZEZRCCY3MLJEC · pith_short_8: VY7ZEZRC

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/VY7ZEZRCCY3MLJECWNFZF2OKM7 \
  | 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: ae3f9266221636c5a482b34b92e9ca67d96b382c46dedf08af349d23e58d11b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "029c7b476684fbc4d50f89e13c6b64e2e8f9b8eeee844bf7aedb9aa1bda14931",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T13:56:25Z",
    "title_canon_sha256": "c6085366f7ad5e68a24fdec8880d1d6ae58d64161b92724a4c7cd55e109417c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08816",
    "kind": "arxiv",
    "version": 1
  }
}