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Pith Number

pith:54GXJ7OO

pith:2021:54GXJ7OOQLIKVWEFVJKWKXTMHB
not attested not anchored not stored refs pending

Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder

Ancil Crayton, Caroline Trier, Chuhong Lahlou, Evan Willett

arxiv:2105.09428 v1 · 2021-05-19 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{54GXJ7OOQLIKVWEFVJKWKXTMHB}

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

Receipt and verification
First computed 2026-07-05T02:41:52.555748Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ef0d74fdce82d0aad885aa55655e6c384c68cbd78060525f769498458de55ea3

Aliases

arxiv: 2105.09428 · arxiv_version: 2105.09428v1 · doi: 10.48550/arxiv.2105.09428 · pith_short_12: 54GXJ7OOQLIK · pith_short_16: 54GXJ7OOQLIKVWEF · pith_short_8: 54GXJ7OO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/54GXJ7OOQLIKVWEFVJKWKXTMHB \
  | 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: ef0d74fdce82d0aad885aa55655e6c384c68cbd78060525f769498458de55ea3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4c387fd30ed24f8fa449161e9593a958d2b21cdb1c9a8b39225713836838a051",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-19T22:39:15Z",
    "title_canon_sha256": "9aa1b286ecdba7fe5a935a5709fe98ffb432a5f20b276c3da2dc38dea125f5c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09428",
    "kind": "arxiv",
    "version": 1
  }
}