Pith Number

pith:Y3L4Q5DX

pith:2021:Y3L4Q5DX6VYEXJE6G3C6PUAYZ7

not attested not anchored not stored refs pending

Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations

Arindam Ghosh, Hamid Reza Hassanzadeh, Longxiang Zhang, Matthew R. Gormley, Renato Negrinho, Thomas Schaaf, Vasudevan Jagannathan

arxiv:2109.12174 v1 · 2021-09-24 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{Y3L4Q5DX6VYEXJE6G3C6PUAYZ7}

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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

CLINICSUM: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations

Receipt and verification

First computed	2026-07-05T03:17:17.265267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6d7c87477f5704ba49e36c5e7d018cfcd9fd1fb1eaad2d577efffa09e8194d2

Aliases

arxiv: 2109.12174 · arxiv_version: 2109.12174v1 · doi: 10.48550/arxiv.2109.12174 · pith_short_12: Y3L4Q5DX6VYE · pith_short_16: Y3L4Q5DX6VYEXJE6 · pith_short_8: Y3L4Q5DX

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/Y3L4Q5DX6VYEXJE6G3C6PUAYZ7 \
  | 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: c6d7c87477f5704ba49e36c5e7d018cfcd9fd1fb1eaad2d577efffa09e8194d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f4554fbffc5008c963e000dd5832e0dad2af672c7c188ac39332520177a2080",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-24T20:18:59Z",
    "title_canon_sha256": "847a8ef5cb6d01698057406b17a853f4ee6429e683aab5569cd79259bda48ed1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.12174",
    "kind": "arxiv",
    "version": 1
  }
}