Pith Number

pith:WRBPFY3I

pith:2022:WRBPFY3I2BC2ZSHEUDNBTUM6LT

not attested not anchored not stored refs pending

Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning

Abdelaali Hassaine, Dexter Canoy, Gholamreza Salimi-Khorshidi, Kazem Rahimi, Mohammad Mamouei, Shishir Rao, Thomas Lukasiewicz, Yikuan Li

arxiv:2205.07234 v1 · 2022-05-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WRBPFY3I2BC2ZSHEUDNBTUM6LT}

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	2026-07-05T04:23:13.714621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b442f2e368d045acc8e4a0da19d19e5ccf0f0bfaa2d00aaf70590c163f14479a

Aliases

arxiv: 2205.07234 · arxiv_version: 2205.07234v1 · doi: 10.48550/arxiv.2205.07234 · pith_short_12: WRBPFY3I2BC2 · pith_short_16: WRBPFY3I2BC2ZSHE · pith_short_8: WRBPFY3I

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/WRBPFY3I2BC2ZSHEUDNBTUM6LT \
  | 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: b442f2e368d045acc8e4a0da19d19e5ccf0f0bfaa2d00aaf70590c163f14479a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1489159a7be1d33b9ef8ca1f69850a90320ad61cc34acd736182782657527d16",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-15T09:41:16Z",
    "title_canon_sha256": "85300f91521908012101ac1aaff7ba6a5d6927e0a381186dedf8f7f118752090"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07234",
    "kind": "arxiv",
    "version": 1
  }
}