Pith Number

pith:5BZKISFN

pith:2025:5BZKISFNBNHM23RQPUMKM3PZFZ

not attested not anchored not stored refs pending

AI-based Clinical Decision Support for Primary Care: A Real-World Study

Boniface Kimani, Catherine Ithuli, Elizabeth Atemba, Irene King'ori, Johannes Heidecke, Karan Singhal, Kassim Said, Michael Sharman, Muna Aden, Najib Adan, Oliver Rotich, Preston Bowman, Rahul K. Arora, Rebecca Distler, Rebecca Soskin Hicks, Robert Korom, Sarah Kiptinness, Stellah Kamau

arxiv:2507.16947 v1 · 2025-07-22 · 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{5BZKISFNBNHM23RQPUMKM3PZFZ}

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

5 papers in Pith

Benchmarking and Adapting On-Device LLMs for Clinical Decision Support

Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight

Towards Conversational Medical AI with Eyes, Ears and a Voice

Case-Specific Rubrics for Clinical AI Evaluation: Methodology, Validation, and LLM-Clinician Agreement Across 823 Encounters

PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments

Receipt and verification

First computed	2026-07-05T11:41:58.848170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e872a448ad0b4ecd6e307d18a66df92e6478ac1e729c9190500549aee1911d98

Aliases

arxiv: 2507.16947 · arxiv_version: 2507.16947v1 · doi: 10.48550/arxiv.2507.16947 · pith_short_12: 5BZKISFNBNHM · pith_short_16: 5BZKISFNBNHM23RQ · pith_short_8: 5BZKISFN

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/5BZKISFNBNHM23RQPUMKM3PZFZ \
  | 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: e872a448ad0b4ecd6e307d18a66df92e6478ac1e729c9190500549aee1911d98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "226bb1315785b0acba2e55f2722cd6f4740c0de401c31e723ae1a9244d0c783a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-22T18:37:33Z",
    "title_canon_sha256": "f65f9c02ce99a3103e619cda84ce3403949c826c02bcd06f5b568e2010213a53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16947",
    "kind": "arxiv",
    "version": 1
  }
}