Pith Number

pith:FK3DA6RO

pith:2018:FK3DA6ROKGGQBNAFLKG3VWXFIQ

not attested not anchored not stored refs pending

Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care

Atul J. Butte, Beau Norgeot, Benjamin S. Glicksberg, Dmytro Lituiev

arxiv:1811.12589 v1 · 2018-11-30 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FK3DA6ROKGGQBNAFLKG3VWXFIQ}

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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	2026-05-17T23:59:29.159827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ab6307a2e518d00b4055a8dbadae5440a8112df0e7dd57912865ea02fd1c009

Aliases

arxiv: 1811.12589 · arxiv_version: 1811.12589v1 · doi: 10.48550/arxiv.1811.12589 · pith_short_12: FK3DA6ROKGGQ · pith_short_16: FK3DA6ROKGGQBNAF · pith_short_8: FK3DA6RO

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/FK3DA6ROKGGQBNAFLKG3VWXFIQ \
  | 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: 2ab6307a2e518d00b4055a8dbadae5440a8112df0e7dd57912865ea02fd1c009

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d17bc665a89b7391bce2423ca5f2c3aaa91963104382849c75069895333945d0",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-30T02:43:33Z",
    "title_canon_sha256": "e8fa7550efa4656cfc6583d963eb502a9d155535ba825438e9133b775a552ac9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12589",
    "kind": "arxiv",
    "version": 1
  }
}