Pith Number

pith:MSWJRGQV

pith:2023:MSWJRGQV4P64KXVKVG2W35RA2W

not attested not anchored not stored refs pending

Model Based Reinforcement Learning for Personalized Heparin Dosing

Qinyang He, Yonatan Mintz

arxiv:2304.10000 v1 · 2023-04-19 · math.OC · 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{MSWJRGQV4P64KXVKVG2W35RA2W}

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

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI

Receipt and verification

First computed	2026-07-05T06:02:52.955922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64ac989a15e3fdc55eaaa9b56df620d5a865f29c0bd8ea3d8bdb29d9fb3b6d7b

Aliases

arxiv: 2304.10000 · arxiv_version: 2304.10000v1 · doi: 10.48550/arxiv.2304.10000 · pith_short_12: MSWJRGQV4P64 · pith_short_16: MSWJRGQV4P64KXVK · pith_short_8: MSWJRGQV

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/MSWJRGQV4P64KXVKVG2W35RA2W \
  | 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: 64ac989a15e3fdc55eaaa9b56df620d5a865f29c0bd8ea3d8bdb29d9fb3b6d7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fb2bd073fd3db8c74ee16a25c007dbede818cf75cd6d52dea49a81817e1ad9d",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-04-19T22:37:12Z",
    "title_canon_sha256": "6f41e10c0badab7ed4782932625266ca792f7556861d903fbd24c0f47a25b0fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.10000",
    "kind": "arxiv",
    "version": 1
  }
}