Pith Number

pith:ECJXP5ED

pith:2024:ECJXP5EDGE3J4LII3XH2NTVRKN

not attested not anchored not stored refs pending

How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models

Adam Perer, Unnseo Park, Venkatesh Sivaraman

arxiv:2404.07148 v1 · 2024-04-10 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECJXP5EDGE3J4LII3XH2NTVRKN}

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	2026-07-05T08:06:35.977014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

209377f48331369e2d08ddcfa6ceb15362e0b8c818b98c04fd6bae4aea4a58a7

Aliases

arxiv: 2404.07148 · arxiv_version: 2404.07148v1 · doi: 10.48550/arxiv.2404.07148 · pith_short_12: ECJXP5EDGE3J · pith_short_16: ECJXP5EDGE3J4LII · pith_short_8: ECJXP5ED

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/ECJXP5EDGE3J4LII3XH2NTVRKN \
  | 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: 209377f48331369e2d08ddcfa6ceb15362e0b8c818b98c04fd6bae4aea4a58a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58d915dc34d2a4a946022043b684365b57490db2d204e645d5d163f9780cab71",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-10T16:29:21Z",
    "title_canon_sha256": "4912d98c241443184e340fa5e9aa7f030f97f062303515590c1e266a733023ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07148",
    "kind": "arxiv",
    "version": 1
  }
}