Pith Number

pith:YZ7R33HD

pith:2024:YZ7R33HDHOOCLCRRK7UQ34GYMP

not attested not anchored not stored refs pending

Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation

Jeffrey N. Chiang, Simon A. Lee, Trevor Brokowski

arxiv:2405.20419 v1 · 2024-05-30 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YZ7R33HDHOOCLCRRK7UQ34GYMP}

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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

Temporal Entailment Pretraining for Clinical Language Models over EHR Data

Receipt and verification

First computed	2026-07-05T08:25:37.164917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c67f1dece33b9c258a3157e90df0d863e95e30b0d3124856dc05246add10800d

Aliases

arxiv: 2405.20419 · arxiv_version: 2405.20419v1 · doi: 10.48550/arxiv.2405.20419 · pith_short_12: YZ7R33HDHOOC · pith_short_16: YZ7R33HDHOOCLCRR · pith_short_8: YZ7R33HD

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/YZ7R33HDHOOCLCRRK7UQ34GYMP \
  | 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: c67f1dece33b9c258a3157e90df0d863e95e30b0d3124856dc05246add10800d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01ae20096cf3636f538e1ac90fdb15ff3c2010e9a4d8f28cd0461d0296116131",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T18:53:53Z",
    "title_canon_sha256": "b23c83181fa089c9c1acf25406682e9df4f3666eb98196b3ca750204d4e725d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20419",
    "kind": "arxiv",
    "version": 1
  }
}