Pith Number

pith:CKMIC36F

pith:2021:CKMIC36FRH7VLEAOUMRX2LBC2X

not attested not anchored not stored refs pending

Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark

LuYao Chen, Pulakesh Upadhyaya, Xiaoqian Jiang, Yaobin Ling, Yejin Kim

arxiv:2109.12769 v5 · 2021-09-27 · cs.LG · cs.IR · 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{CKMIC36FRH7VLEAOUMRX2LBC2X}

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	2026-07-05T05:43:46.416642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1298816fc589ff55900ea3237d2c22d5e0763079502e76997bfe8bf5136feb74

Aliases

arxiv: 2109.12769 · arxiv_version: 2109.12769v5 · doi: 10.48550/arxiv.2109.12769 · pith_short_12: CKMIC36FRH7V · pith_short_16: CKMIC36FRH7VLEAO · pith_short_8: CKMIC36F

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/CKMIC36FRH7VLEAOUMRX2LBC2X \
  | 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: 1298816fc589ff55900ea3237d2c22d5e0763079502e76997bfe8bf5136feb74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "739a98f385221a66a92e626fdb0522f204b3161c36928d4c60c4a38fef2c26a4",
    "cross_cats_sorted": [
      "cs.IR",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-27T02:34:44Z",
    "title_canon_sha256": "690e830f3d94bdda7169bbb4c58d46d583ba370e8825866101033676b17a606b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.12769",
    "kind": "arxiv",
    "version": 5
  }
}