Pith Number

pith:ME3KVPAL

pith:2019:ME3KVPAL4S5RFEDXQR5HBXVTNB

not attested not anchored not stored refs pending

Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?

Christopher Josef, Russell Jeter, Shamim Nemati, Supreeth Shashikumar

arxiv:1902.03271 v1 · 2019-02-08 · cs.AI · stat.AP

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

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

The hidden risks of temporal resampling in clinical reinforcement learning

Receipt and verification

First computed	2026-05-17T23:54:21.429099Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6136aabc0be4bb129077847a70deb3684e22cd8dc652fa0780cb1ae5fe75776a

Aliases

arxiv: 1902.03271 · arxiv_version: 1902.03271v1 · doi: 10.48550/arxiv.1902.03271 · pith_short_12: ME3KVPAL4S5R · pith_short_16: ME3KVPAL4S5RFEDX · pith_short_8: ME3KVPAL

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/ME3KVPAL4S5RFEDXQR5HBXVTNB \
  | 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: 6136aabc0be4bb129077847a70deb3684e22cd8dc652fa0780cb1ae5fe75776a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65a81ae29b34e4f31c5a4ddfaf3115ab7ca32e8630768aca656ef231ca85db02",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-02-08T19:54:49Z",
    "title_canon_sha256": "704a50c6fee4e5bfa7ea474e91e8e118736bf925a7e7e31144a75398ef9e15d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03271",
    "kind": "arxiv",
    "version": 1
  }
}