Pith. sign in
Pith Number

pith:26APHTUP

pith:2020:26APHTUPKOXI4623ZKLVEQOVXT
not attested not anchored not stored refs pending

Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression

Corey W. Arnold, Michael K. Ong, William Speier, Yiwen Meng

arxiv:2009.12656 v4 · 2020-09-26 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{26APHTUPKOXI4623ZKLVEQOVXT}

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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.
Receipt and verification
First computed 2026-07-05T02:25:24.387455Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d780f3ce8f53ae8e7b5bca975241d5bcc1fbe30004ac085e5988e8f5af8a7ca5

Aliases

arxiv: 2009.12656 · arxiv_version: 2009.12656v4 · doi: 10.48550/arxiv.2009.12656 · pith_short_12: 26APHTUPKOXI · pith_short_16: 26APHTUPKOXI4623 · pith_short_8: 26APHTUP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/26APHTUPKOXI4623ZKLVEQOVXT \
  | 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: d780f3ce8f53ae8e7b5bca975241d5bcc1fbe30004ac085e5988e8f5af8a7ca5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "72138ddaebc68994e5370a10363f1cd0c14e3733b6ee899b937511c02dcd8741",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-26T17:56:37Z",
    "title_canon_sha256": "389c9798eb3bd0d640f8bbcf72d2858bb5b63fdc027908f736b46236968288f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12656",
    "kind": "arxiv",
    "version": 4
  }
}