Pith Number

pith:XTHXI25G

pith:2024:XTHXI25GS7EWV5ETSZOY7ULA3S

not attested not anchored not stored refs pending

Assessing Reusability of Deep Learning-Based Monotherapy Drug Response Prediction Models Trained with Omics Data

Alexander Partin, Andreas Wilke, Andrew McNaughton, Austin Clyde, Carter Knutson, Cesar Sanchez-Villalobos, Chen Wang, Gayara Demini Fernando, Jamie C. Overbeek, Jun Jiang, M. Ryan Weil, Neeraj Kumar, Nicholas Chia, Oleksandr Narykov, Priyanka Vasanthakumari, Ranadip Pal, Rick L. Stevens, Rohan Gnanaolivu, Ruibo Zhang, Sara Jones, Souparno Ghosh, Thomas S. Brettin, Yitan Zhu, Yuanhang Liu

arxiv:2409.12215 v1 · 2024-09-18 · q-bio.BM · 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{XTHXI25GS7EWV5ETSZOY7ULA3S}

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	2026-07-05T09:08:50.140375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bccf746ba697c96af493965d8fd160dc833cc8445f465a11c00602c9804a306f

Aliases

arxiv: 2409.12215 · arxiv_version: 2409.12215v1 · doi: 10.48550/arxiv.2409.12215 · pith_short_12: XTHXI25GS7EW · pith_short_16: XTHXI25GS7EWV5ET · pith_short_8: XTHXI25G

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/XTHXI25GS7EWV5ETSZOY7ULA3S \
  | 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: bccf746ba697c96af493965d8fd160dc833cc8445f465a11c00602c9804a306f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2a0eac2608d21e9a09400b94aad2d5f95b10c37cb8ab5ff573f6b42da4be3bc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.BM",
    "submitted_at": "2024-09-18T16:08:28Z",
    "title_canon_sha256": "c97883791aa6c7795c239ead156cf5e4e61e9adf44aaea419c69f9fc09b24925"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12215",
    "kind": "arxiv",
    "version": 1
  }
}