Pith Number

pith:N2QUXYA2

pith:2024:N2QUXYA26F3K7PGNG5AVVJXBOJ

not attested not anchored not stored refs pending

Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

Christopher Re, Ethan Steinberg, Jason Alan Fries, Michael Wornow, Miguel Angel Fuentes Hernandez, Nigam H. Shah, Sanmi Koyejo, Suhana Bedi

arxiv:2412.16178 v2 · 2024-12-09 · cs.LG · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N2QUXYA26F3K7PGNG5AVVJXBOJ}

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.

Cited by

9 papers in Pith

A Scientific Human-Agent Reproduction Pipeline

COTCAgent: Preventive Consultation via Probabilistic Chain-of-Thought Completion

Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model

Uncertainty-Aware Foundation Models for Clinical Data

EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records

Receipt and verification

First computed	2026-07-05T10:34:13.957010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ea14be01af176afbccd37415aa6e17273e8e32e409cb1486bd3bb0f0a885cba

Aliases

arxiv: 2412.16178 · arxiv_version: 2412.16178v2 · doi: 10.48550/arxiv.2412.16178 · pith_short_12: N2QUXYA26F3K · pith_short_16: N2QUXYA26F3K7PGN · pith_short_8: N2QUXYA2

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/N2QUXYA26F3K7PGNG5AVVJXBOJ \
  | 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: 6ea14be01af176afbccd37415aa6e17273e8e32e409cb1486bd3bb0f0a885cba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b92b6d1636b7f7daebd8e9ff0b01a90c66cc91bc3c222ffdcb306e44bc8ca6f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T21:58:27Z",
    "title_canon_sha256": "297f068fc48df1edb5ad3b04d0a067d0ab5f0c832ddcaeac619010892faf0a23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16178",
    "kind": "arxiv",
    "version": 2
  }
}