Paper Citation Record · LEDGER

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.03068.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.03068 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:16:32.899903Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact5
verified fuzzy13
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a2359de-0790-4bdc-b390-5795357a2746 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:38.362593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecdf8f30-ef89-4d45-94d6-726b39eed3b6 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:38.243329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49aebc68-9874-45de-9f96-9141a7d441e8 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T11:16:33.290962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b922f99b-bf2f-4d87-87f9-e4075de6375c · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:16:33.081686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1da22630-1f50-4801-84f0-dd5d769dbe55 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:38.131328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4a9763a-f8f3-46be-90f2-e8a15e8946b1 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:38.020839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd555701-eb7a-4d77-bec1-d225ade67787 · outbound

This paper cites Uchida, K.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Uchida, K

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:37.880369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa79b1c7-4929-46b0-8401-ab39d44b5a3c · outbound

This paper cites Kotoku, A.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Kotoku, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:37.728171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30ad5b4b-c07e-4888-b7d7-9531040f025a · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:37.616549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87944afb-5a67-40f9-9931-7ebbd4f29c09 · outbound

This paper cites Causal Inference in the Presence of Latent Variables and Selection Bias.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Causal Inference in the Presence of Latent Variables and Selection Bias

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:30.553400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25168863-81f4-4279-959d-3860c404b293 · outbound

This paper cites Pearl, Causality, Cambridge university press, 2009.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Pearl, Causality, Cambridge university press, 2009

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:37.490321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84b7ae37-9fa8-4904-b283-8cf24b5eb28b · outbound

This paper cites Triantafillou, I.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Triantafillou, I

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:37.367013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 291a1890-cac6-4607-9e35-2b2c5f63ceb9 · outbound

This paper cites Verny, N.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Verny, N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:37.210472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 152ef2dd-b6b9-47d2-a07d-aadf0e33a621 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:37.074374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation caf767c9-9001-41fa-bdcd-ce4337659c42 · outbound

This paper cites Upadhyaya, K.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Upadhyaya, K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:36.923676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 507eab5b-e3a2-41d9-af44-94a58a9b77e7 · outbound

This paper cites Greedy equivalence search for nonparametric graphical models.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Greedy equivalence search for nonparametric graphical models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:16:34.062809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2daf7962-5582-412d-8c76-ba8d9e543d5a · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:36.775879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 06054d98-0bf6-453d-bcd8-c0e3e542cc7e · outbound

This paper cites gCastle: A Python Toolbox for Causal Discovery.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records gCastle: A Python Toolbox for Causal Discovery

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:31.299829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c646110b-3dd7-44b0-afd1-83eb6a4db642 · outbound

This paper cites Zheng, B.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Zheng, B

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:36.578806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8effcaf2-3164-4ebc-8abb-86b1ce9671ad · outbound

This paper cites Zheng, C.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Zheng, C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:36.397551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7fc5335-f085-4615-bae4-9a38269b00c3 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:36.220576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d381dc6b-038e-4dfb-8998-f3248dea1054 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:36.055092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce641556-18d1-446e-804a-05dafaf2f520 · outbound

This paper cites A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:16:33.842088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09138243-db10-4656-8536-a262a1987624 · outbound

This paper cites Shimizu, P.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Shimizu, P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:35.897070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40819fc8-cb48-4f84-ba56-3a992f749985 · outbound

This paper cites A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:16:33.621610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43dc256b-cc7f-48e0-b22c-974702167ce5 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:31.984122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23dabc35-2148-499d-a395-de8d4788ef1e · outbound

This paper cites Shimizu, T.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Shimizu, T

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:35.676141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1e0e1df-967d-4b85-9851-657a7ed016e4 · outbound

This paper cites Glymour, K.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Glymour, K

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:35.468981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f24ce48f-5d10-4a97-8dc7-f0cc82aea0ee · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:35.289131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6a51556-e959-4fc1-b814-eaa2ef22fb37 · outbound

This paper cites Zanga, E.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Zanga, E

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:32.332155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d2190fb-5d71-4cdc-ac22-88ef35c3c8e9 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:35.145257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3aabb980-5d4f-4365-91a4-ca1a3e5fe301 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:34.993502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47e5a641-3f4b-4ee0-8372-6b3e2c176357 · outbound

This paper cites Rashid, J.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Rashid, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:34.787220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f1135010-bfa2-4413-acdf-b501b74dfa6c · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:34.613544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98f60626-4daa-4101-8687-7d4359e0aa21 · outbound

This paper cites Recent Advances in Predictive Modeling with Electronic Health Records.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Recent Advances in Predictive Modeling with Electronic Health Records

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:32.565971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a949ea-ccdc-4a6a-a179-9d71bec64561 · outbound

This paper cites Huang, M.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Huang, M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:16:34.428574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe3f735e-3f4d-4d0d-950a-83995536d5c7 · outbound

This paper cites of Us Research Program Investigators, J.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records of Us Research Program Investigators, J

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:32.717526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3866db37-5cc1-4dd7-bd77-f50bea661485 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:32.787529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6a6a0b-5b2c-41ca-8810-0187b8782998 · outbound

This paper cites an unresolved cited work.

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:16:34.245185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.