Pith Number

pith:4BZCYWAO

pith:2024:4BZCYWAOAQ2MDJA76GECQBEQX2

not attested not anchored not stored refs pending

Fine-tuning foundational models to code diagnoses from veterinary health records

Adam Kiehl, David Kott, G. Joseph Strecker, Mayla R. Boguslav, Michael Kirby, Nadia Saklou, Terri Ward, Tracy Webb

arxiv:2410.15186 v2 · 2024-10-19 · cs.CL · 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{4BZCYWAOAQ2MDJA76GECQBEQX2}

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

1 paper in Pith

VetScore: Risk-Weighted Fact Verification for Veterinary Long-Form QA with Citations

Receipt and verification

First computed	2026-07-05T11:56:50.639508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0722c580e0434c1a41ff188280490beb5d0486229d2e942e41af295e400db8e

Aliases

arxiv: 2410.15186 · arxiv_version: 2410.15186v2 · doi: 10.48550/arxiv.2410.15186 · pith_short_12: 4BZCYWAOAQ2M · pith_short_16: 4BZCYWAOAQ2MDJA7 · pith_short_8: 4BZCYWAO

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/4BZCYWAOAQ2MDJA76GECQBEQX2 \
  | 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: e0722c580e0434c1a41ff188280490beb5d0486229d2e942e41af295e400db8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f485ee153bd348a375e9a73a95824d5a644600c56117b8a1786dd63999c96d5c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-19T19:30:29Z",
    "title_canon_sha256": "b7bcce75ad42bc3c564340154f7b01d7a6dfb45761eb61fdf0d43ee2c23c8682"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15186",
    "kind": "arxiv",
    "version": 2
  }
}