Pith Number

pith:KLTI4FCI

pith:2020:KLTI4FCIPSIWWG2VPCQ4WFFUB7

not attested not anchored not stored refs pending

Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations

Ahmed M. Alaa, Ioana Bica, James Jordon, Mihaela van der Schaar

arxiv:2002.04083 v1 · 2020-02-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KLTI4FCIPSIWWG2VPCQ4WFFUB7}

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

3 papers in Pith

Fed-CausalDiff: Decoupled Synchronization for Federated Do-Simulation and Policy Evaluation

Shrinkage priors for Bayesian Substitute Confounders

From Static Risk to Dynamic Trajectories: Toward World-Model-Inspired Clinical Prediction

Receipt and verification

First computed	2026-07-05T00:39:42.064567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52e68e14487c916b1b5578a1cb14b40fc02d059c297f0879cee1df279561fb6c

Aliases

arxiv: 2002.04083 · arxiv_version: 2002.04083v1 · doi: 10.48550/arxiv.2002.04083 · pith_short_12: KLTI4FCIPSIW · pith_short_16: KLTI4FCIPSIWWG2V · pith_short_8: KLTI4FCI

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/KLTI4FCIPSIWWG2VPCQ4WFFUB7 \
  | 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: 52e68e14487c916b1b5578a1cb14b40fc02d059c297f0879cee1df279561fb6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbb15eb4b5356fe0d6f97314254cc14a54e6b5478723d904b2a01d510649c4ad",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T20:47:36Z",
    "title_canon_sha256": "7d01589ca85063377392c42b704de8b275a3ce0bfcc7d957e2ac2f84411460b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.04083",
    "kind": "arxiv",
    "version": 1
  }
}