Pith Number

pith:66FSXSUL

pith:2025:66FSXSULTPY75632W6B3VSGH3T

not attested not anchored not stored refs pending

SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes

Hui Xiong, Yishan Shen, Yong Chen, Yuyang Ye

arxiv:2506.06649 v1 · 2025-06-07 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{66FSXSULTPY75632W6B3VSGH3T}

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	2026-07-05T11:17:53.430756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f78b2bca8b9bf1fefb7ab783bac8c7dcc0cd00406016389e288f39c3c10bf8a8

Aliases

arxiv: 2506.06649 · arxiv_version: 2506.06649v1 · doi: 10.48550/arxiv.2506.06649 · pith_short_12: 66FSXSULTPY7 · pith_short_16: 66FSXSULTPY75632 · pith_short_8: 66FSXSUL

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/66FSXSULTPY75632W6B3VSGH3T \
  | 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: f78b2bca8b9bf1fefb7ab783bac8c7dcc0cd00406016389e288f39c3c10bf8a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e66e70e654a07f3faec4ddacb35ce06a417c7d066809594bf43757920f63f5b9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-07T04:05:43Z",
    "title_canon_sha256": "1fdd97277352f4a4da3f69dfbe19a82d59dfb43783b1f8b3837f9852188bac79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06649",
    "kind": "arxiv",
    "version": 1
  }
}