Pith Number

pith:ZU54ZTHI

pith:2024:ZU54ZTHIXDJ5JTSJNRNR72VMVR

not attested not anchored not stored refs pending

MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation

Haruki Momma, Ryoichi Nagatomi, Xinhe Li, Ziheng Wang

arxiv:2408.01445 v1 · 2024-07-23 · cs.CY · cs.AI · 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{ZU54ZTHIXDJ5JTSJNRNR72VMVR}

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	2026-07-05T08:51:57.852416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd3bcccce8b8d3d4ce496c5b1feaacac7f2cfa74e23dd480b60b5b756bce013d

Aliases

arxiv: 2408.01445 · arxiv_version: 2408.01445v1 · doi: 10.48550/arxiv.2408.01445 · pith_short_12: ZU54ZTHIXDJ5 · pith_short_16: ZU54ZTHIXDJ5JTSJ · pith_short_8: ZU54ZTHI

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/ZU54ZTHIXDJ5JTSJNRNR72VMVR \
  | 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: cd3bcccce8b8d3d4ce496c5b1feaacac7f2cfa74e23dd480b60b5b756bce013d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d43bafe1e09e741da758667d28b44a40338493779d1707337ee4d088187c63d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-07-23T01:08:57Z",
    "title_canon_sha256": "2cfb756ea169b088846e4877e373453c35c8f72efc61f110ad7d698322e57ecd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01445",
    "kind": "arxiv",
    "version": 1
  }
}