Pith. sign in
Pith Number

pith:2GMOGUNE

pith:2024:2GMOGUNE5KE3URF6XY23Z4CSYC
not attested not anchored not stored refs pending

Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs

Berardino Barile, Douglas L. Arnold, Jean-Pierre Falet, Joshua Durso-Finley, Nick Pawlowski, Tal Arbel

arxiv:2406.12807 v1 · 2024-06-18 · cs.AI · cs.LG · eess.IV · q-bio.QM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2GMOGUNE5KE3URF6XY23Z4CSYC}

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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 2026-07-05T08:33:51.504840Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d198e351a4ea89ba44bebe35bcf052c0a640fd1cd1df6b8db06c50d8ae96561c

Aliases

arxiv: 2406.12807 · arxiv_version: 2406.12807v1 · doi: 10.48550/arxiv.2406.12807 · pith_short_12: 2GMOGUNE5KE3 · pith_short_16: 2GMOGUNE5KE3URF6 · pith_short_8: 2GMOGUNE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2GMOGUNE5KE3URF6XY23Z4CSYC \
  | 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: d198e351a4ea89ba44bebe35bcf052c0a640fd1cd1df6b8db06c50d8ae96561c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d57bf612aedf20ac3535739ae7aba726fff077ddbfbb85dac8da320e3bc75b03",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-18T17:22:55Z",
    "title_canon_sha256": "10d85e415d2a67e9b4e77a3bae365f887d50c7d6eca268d14c17467890a3fc07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12807",
    "kind": "arxiv",
    "version": 1
  }
}