Pith Number

pith:AFPV4ZBX

pith:2024:AFPV4ZBXKXP7VHXMVK2LUAI3WL

not attested not anchored not stored refs pending

Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification

Andreas Wicki, Chiara Rohrer, Gabriele Gut, Manuel Sch\"urch, Michael Krauthammer, Michael Vollenweider

arxiv:2410.00509 v3 · 2024-10-01 · cs.LG · cs.IT · math.IT · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFPV4ZBXKXP7VHXMVK2LUAI3WL}

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	2026-07-05T09:39:27.443070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

015f5e643755dffa9eecaab4ba011bb2c69956cfe6bd70f3a15e81a2b5729629

Aliases

arxiv: 2410.00509 · arxiv_version: 2410.00509v3 · doi: 10.48550/arxiv.2410.00509 · pith_short_12: AFPV4ZBXKXP7 · pith_short_16: AFPV4ZBXKXP7VHXM · pith_short_8: AFPV4ZBX

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/AFPV4ZBXKXP7VHXMVK2LUAI3WL \
  | 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: 015f5e643755dffa9eecaab4ba011bb2c69956cfe6bd70f3a15e81a2b5729629

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c16e11f816cbb8bd0579c775a15d68e8f825d0886a79252e5b752126d86286e",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-01T08:47:29Z",
    "title_canon_sha256": "b54469fc6ca69e1c8701f3b0198dd6e2e1042e512cb18f3c72cccfcabdde6f98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00509",
    "kind": "arxiv",
    "version": 3
  }
}