Pith Number

pith:M7NQMSYG

pith:2024:M7NQMSYGOT6IDSZAXJWJ2RQNGG

not attested not anchored not stored refs pending

MACAW: A Causal Generative Model for Medical Imaging

Erik Ohara, Matthias Wilms, Nils Forkert, Vibujithan Vigneshwaran

arxiv:2412.02900 v1 · 2024-12-03 · eess.IV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7NQMSYGOT6IDSZAXJWJ2RQNGG}

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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.

Cited by

2 papers in Pith

A Neuroimaging Simulation Framework for Developing and Evaluating Causal AI

MuCALD-SplitFed: Causal-Latent Diffusion for Privacy-Preserving Multi-Task Split-Federated Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T09:44:21.706034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67db064b0674fc81cb20ba6c9d460d3198df91f3b6cd424d82253540435343ae

Aliases

arxiv: 2412.02900 · arxiv_version: 2412.02900v1 · doi: 10.48550/arxiv.2412.02900 · pith_short_12: M7NQMSYGOT6I · pith_short_16: M7NQMSYGOT6IDSZA · pith_short_8: M7NQMSYG

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/M7NQMSYGOT6IDSZAXJWJ2RQNGG \
  | 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: 67db064b0674fc81cb20ba6c9d460d3198df91f3b6cd424d82253540435343ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4284552ae79613ae77d9ffa583785717b80e427cf8fa4b97848e8dbd7d06125",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-03T23:05:41Z",
    "title_canon_sha256": "17b639349dab5a88b3bbaedcb97921876f580d515d0d37c45f54b7a9f53017f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02900",
    "kind": "arxiv",
    "version": 1
  }
}