Pith Number

pith:JZKDR2QQ

pith:2018:JZKDR2QQVODNLNMWZFIBTI5UZR

not attested not anchored not stored refs pending

Estimating Individualized Optimal Combination Therapies through Outcome Weighted Deep Learning Algorithms

Haoda Fu, Muxuan Liang, Ye Ting

arxiv:1804.05378 v1 · 2018-04-15 · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JZKDR2QQVODNLNMWZFIBTI5UZR}

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.

Receipt and verification

First computed	2026-05-18T00:18:28.255801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e5438ea10ab86d5b596c95019a3b4cc74a3778089d3645ed5a77ff343f4f334

Aliases

arxiv: 1804.05378 · arxiv_version: 1804.05378v1 · doi: 10.48550/arxiv.1804.05378 · pith_short_12: JZKDR2QQVODN · pith_short_16: JZKDR2QQVODNLNMW · pith_short_8: JZKDR2QQ

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/JZKDR2QQVODNLNMWZFIBTI5UZR \
  | 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: 4e5438ea10ab86d5b596c95019a3b4cc74a3778089d3645ed5a77ff343f4f334

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "492ad518c30b6d15c20e8e657683cbd725cb642e54d53f41c65447c436910b15",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2018-04-15T16:40:03Z",
    "title_canon_sha256": "688fc1ea7cd48d52ebd47a95374bdf62d1018803c808dc5d06596e1128b24aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.05378",
    "kind": "arxiv",
    "version": 1
  }
}