Pith Number

pith:KMAQKNVU

pith:2024:KMAQKNVUTB273Y6Z7WT55EB3WB

not attested not anchored not stored refs pending

Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework

Mohammad M. Ghassemi, Niloufar Eghbali, Tuka Alhanai

arxiv:2412.12597 v1 · 2024-12-17 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KMAQKNVUTB273Y6Z7WT55EB3WB}

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	2026-07-05T09:50:17.662658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53010536b49875fde3d9fda7de903bb07a871b4e4db199bde9091a719978d48b

Aliases

arxiv: 2412.12597 · arxiv_version: 2412.12597v1 · doi: 10.48550/arxiv.2412.12597 · pith_short_12: KMAQKNVUTB27 · pith_short_16: KMAQKNVUTB273Y6Z · pith_short_8: KMAQKNVU

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/KMAQKNVUTB273Y6Z7WT55EB3WB \
  | 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: 53010536b49875fde3d9fda7de903bb07a871b4e4db199bde9091a719978d48b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb98f4d5570731a009b5a38ad8d7822fc1d94458fc87d58a7df44dd3c8491a42",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T06:55:20Z",
    "title_canon_sha256": "529801d2b3ec84b40c5b28c6d37a3b148b1ac32cad258d52b619c540256e7ebd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12597",
    "kind": "arxiv",
    "version": 1
  }
}