Pith Number

pith:5MXKT7NI

pith:2018:5MXKT7NIKZFHQKQC3F6NDO4THN

not attested not anchored not stored refs pending

Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis

Brenden K. Petersen, Chase Cockrell, Claudio Santiago, Daniel M. Faissol, Gary An, Jiachen Yang, Will S. Grathwohl

arxiv:1802.10440 v1 · 2018-02-08 · cs.LG · q-bio.TO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MXKT7NIKZFHQKQC3F6NDO4THN}

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	2026-05-18T00:22:17.126743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb2ea9fda8564a782a02d97cd1bb933b44fa99b82b34d86304cc5fffeb11454d

Aliases

arxiv: 1802.10440 · arxiv_version: 1802.10440v1 · doi: 10.48550/arxiv.1802.10440 · pith_short_12: 5MXKT7NIKZFH · pith_short_16: 5MXKT7NIKZFHQKQC · pith_short_8: 5MXKT7NI

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/5MXKT7NIKZFHQKQC3F6NDO4THN \
  | 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: eb2ea9fda8564a782a02d97cd1bb933b44fa99b82b34d86304cc5fffeb11454d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8300b4ed1565d20eb7f608d422f8525ed176446336dea7623d7d004dd0e0b95",
    "cross_cats_sorted": [
      "q-bio.TO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-08T19:50:19Z",
    "title_canon_sha256": "875910e7ac9326e33d8e926bea11d3e18f554c292461ba14fe13a4711064fb18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.10440",
    "kind": "arxiv",
    "version": 1
  }
}