Pith Number

pith:I2YXOM3R

pith:2024:I2YXOM3RISM4GSMWLK6CN5S7LE

not attested not anchored not stored refs pending

Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data

Andreas Wicki, Gabriele Gut, Laura Boos, Manuel Sch\"urch, Michael Krauthammer, Tumor Profiler Consortium, Viola Heinzelmann-Schwarz

arxiv:2402.12190 v2 · 2024-02-19 · stat.ML · cs.LG · 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{I2YXOM3RISM4GSMWLK6CN5S7LE}

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	2026-07-05T08:01:18.800363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46b17733714499c349965abc26f65f5906356efad470dc00077b32182083db65

Aliases

arxiv: 2402.12190 · arxiv_version: 2402.12190v2 · doi: 10.48550/arxiv.2402.12190 · pith_short_12: I2YXOM3RISM4 · pith_short_16: I2YXOM3RISM4GSMW · pith_short_8: I2YXOM3R

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/I2YXOM3RISM4GSMWLK6CN5S7LE \
  | 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: 46b17733714499c349965abc26f65f5906356efad470dc00077b32182083db65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae58877c90b96ff7cca9e24aafa66ecfa6d7eba6f1ddf457c9cba1e0bc908c14",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-19T14:54:20Z",
    "title_canon_sha256": "51fafa5b055e96d1fe4cef0aac96d32867bf3b41c0f32fca500575830e13a644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12190",
    "kind": "arxiv",
    "version": 2
  }
}