Pith Number

pith:TFEOBKR5

pith:2025:TFEOBKR5OXGCIASO3CXKN2DCU2

not attested not anchored not stored refs pending

Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices

Akshita Panagrahi, Diego Luna, Matthew Reid, Mattson Ogg, William G Coon

arxiv:2506.00730 v1 · 2025-05-31 · q-bio.QM · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TFEOBKR5OXGCIASO3CXKN2DCU2}

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

Rethinking PPG-based Sleep Staging: Datasets, Metrics, and Benchmarks

Receipt and verification

First computed	2026-07-05T11:13:39.479989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9948e0aa3d75cc24024ed8aea6e862a69954c8c4a7e8c6772bb81a979c20fe44

Aliases

arxiv: 2506.00730 · arxiv_version: 2506.00730v1 · doi: 10.48550/arxiv.2506.00730 · pith_short_12: TFEOBKR5OXGC · pith_short_16: TFEOBKR5OXGCIASO · pith_short_8: TFEOBKR5

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/TFEOBKR5OXGCIASO3CXKN2DCU2 \
  | 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: 9948e0aa3d75cc24024ed8aea6e862a69954c8c4a7e8c6772bb81a979c20fe44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3aa8980a85d9442757d6f71f2852997a77bb658e9993b29a753e46e30b2b7bc9",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-05-31T22:05:15Z",
    "title_canon_sha256": "45f463432ecbdcda11f6f54b30ac3465ef689e4f70b05fe3f313d93f7d378e0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00730",
    "kind": "arxiv",
    "version": 1
  }
}