Pith Number

pith:R6NHCVYV

pith:2019:R6NHCVYVJY7FQ2LRIDDKK2FCJC

not attested not anchored not stored refs pending

What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use

Anna Goldenberg, Melissa D McCradden, Sana Tonekaboni, Shalmali Joshi

arxiv:1905.05134 v2 · 2019-05-13 · 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{R6NHCVYVJY7FQ2LRIDDKK2FCJC}

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.

Cited by

1 paper in Pith

Optimizing Human-Machine Interface for Real-Time AI Support in the Operating Room: the CVS Copilot

Receipt and verification

First computed	2026-07-04T23:52:05.014630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f9a7157154e3e58697140c6a568a248a7bd39e36975db7c5fdf5ef96b5edcfa

Aliases

arxiv: 1905.05134 · arxiv_version: 1905.05134v2 · doi: 10.48550/arxiv.1905.05134 · pith_short_12: R6NHCVYVJY7F · pith_short_16: R6NHCVYVJY7FQ2LR · pith_short_8: R6NHCVYV

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/R6NHCVYVJY7FQ2LRIDDKK2FCJC \
  | 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: 8f9a7157154e3e58697140c6a568a248a7bd39e36975db7c5fdf5ef96b5edcfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58520e8920e0bbe72daf6968fac985e5d6d94cb8f62cd85b99292d627d204fa6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-13T16:41:37Z",
    "title_canon_sha256": "e7fbd354ded6636410a9f48b4288c6f71e9dd20ac6cb36e8a27ebbab22472cd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05134",
    "kind": "arxiv",
    "version": 2
  }
}