Pith Number

pith:H77TSV5I

pith:2021:H77TSV5IZXDV2EN5QM3I4JOG4F

not attested not anchored not stored refs pending

Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines

Byung-Hak Kim, Varun Ganapathi

arxiv:2107.10650 v1 · 2021-07-10 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H77TSV5IZXDV2EN5QM3I4JOG4F}

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

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding

Receipt and verification

First computed	2026-07-05T03:00:02.265473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fff3957a8cdc75d11bd83368e25c6e149dda9ee09a699314b59560566bdb374

Aliases

arxiv: 2107.10650 · arxiv_version: 2107.10650v1 · doi: 10.48550/arxiv.2107.10650 · pith_short_12: H77TSV5IZXDV · pith_short_16: H77TSV5IZXDV2EN5 · pith_short_8: H77TSV5I

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/H77TSV5IZXDV2EN5QM3I4JOG4F \
  | 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: 3fff3957a8cdc75d11bd83368e25c6e149dda9ee09a699314b59560566bdb374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1a7d3c39539aa4da0b27716cc803048ce47d9bae913acd4287c797731d85cdc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-07-10T06:01:58Z",
    "title_canon_sha256": "c59203c448a038adeeb7dda56a51354461797b54bb92d367eb71668e5218aed0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.10650",
    "kind": "arxiv",
    "version": 1
  }
}