Paper Citation Record · LEDGER

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2509.03643.

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

pith.paper-citation-record.v1
2509.03643 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:52:59.225243Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T21:26:26.763158Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:19:57.864495Z

Reference resolution

50 of 50 outbound references displayed

verified exact9
verified fuzzy20
unresolved17
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7689240-eb17-414a-a682-14ef30d7af23 · outbound

This paper cites & Albers, D.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Albers, D

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:52:59.777595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 241ed61f-5986-478b-bda0-bbb543bc6151 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:53:00.120150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80e255d2-3b7f-423d-b596-31a04eadcfbc · outbound

This paper cites URLhttps://www.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://www

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T10:52:59.288494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27bc751f-8143-4f75-8a96-305fa581de97 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.081373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318fce6e-f861-4041-9722-b8f40ce83989 · outbound

This paper cites Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.085474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb60513-2342-4244-ba55-f8d69e44766a · outbound

This paper cites & Sun, J.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Sun, J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.109816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 482f561f-f9f5-4b4a-9d26-cb666ed1eb68 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:53:00.097677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67a1f661-bff4-4306-adaf-769c967630f9 · outbound

This paper cites MOTOR: A Time-To-Event Foundation Model For Structured Medical Records.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.096395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafccad1-4ab0-457e-8272-409ec3908db4 · outbound

This paper cites URLhttps://www.nature.com/articles/ s41746-023-00879-8.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://www.nature.com/articles/ s41746-023-00879-8

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.085473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 642ceb8b-1189-44ea-9ca0-2a4b40502d0b · outbound

This paper cites & Zhi, D.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Zhi, D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.074626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ac78b6f-73a3-40b9-aba3-1458fb82e2d6 · outbound

This paper cites In Roy, S.et al.(eds.)Proceedings of Machine Learning for Health, vol.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records In Roy, S.et al.(eds.)Proceedings of Machine Learning for Health, vol

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.062344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c0cf80c8-7828-462e-b516-459218a3685b · outbound

This paper cites URLhttps://www.nature.com/articles/ s41746-024-01235-0.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://www.nature.com/articles/ s41746-024-01235-0

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.049028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c8cf3504-b2f0-43f1-8371-07ae72f4af67 · outbound

This paper cites & Beheshti, R.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Beheshti, R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:53:00.031181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5f616a11-cffd-47ad-b780-271d2a17311c · outbound

This paper cites EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.115918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0939b216-abb3-4eac-9a58-27113995614a · outbound

This paper cites Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.119117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 816edc3f-9d93-4540-b0cc-0633c68e0626 · outbound

This paper cites URL https://pubmed.ncbi.nlm.nih.gov/35737602/.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URL https://pubmed.ncbi.nlm.nih.gov/35737602/

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:52:59.627801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6fba58d9-453f-410f-97b7-16754548ab14 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:53:00.000109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 31a34a01-5a87-4819-aeea-80161ecc14a7 · outbound

This paper cites URLhttps://www.nature.com/articles/ s41598-020-62922-y.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://www.nature.com/articles/ s41598-020-62922-y

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.990343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7731154d-1b94-449b-9f87-89fb5564bd32 · outbound

This paper cites IEEE journal of biomedical and health informatics27, 1106 (2023).

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records IEEE journal of biomedical and health informatics27, 1106 (2023)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.980535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1da1245e-916b-4d8f-8019-48ecab428257 · outbound

This paper cites CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.133516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f8c8a9-80ce-478f-92fe-95c548369b07 · outbound

This paper cites GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T10:52:59.546871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b404ce5f-4be8-4cbc-bbd9-e198ff049be8 · outbound

This paper cites URLhttps://arxiv.org/abs/2212.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://arxiv.org/abs/2212

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.970750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b5fb192f-bd9e-450b-a0c3-372aba007e81 · outbound

This paper cites In Doshi- Velez, F.et al.(eds.)Proceedings of the 2nd Machine Learning for Healthcare Conference, vol.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records In Doshi- Velez, F.et al.(eds.)Proceedings of the 2nd Machine Learning for Healthcare Conference, vol

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.961181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa350067-f464-4583-b1e9-7c26a07ba8c2 · outbound

This paper cites Time-Dependent Representation for Neural Event Sequence Prediction.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Time-Dependent Representation for Neural Event Sequence Prediction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.146043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ea2277-dbfb-4367-bf26-f74b5efb3741 · outbound

This paper cites CONAN: Complementary Pattern Augmentation for Rare Disease Detection.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T10:52:59.521196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 68ea7394-7cfc-46df-8cb6-17d1b9b1309a · outbound

This paper cites K., Lin, C.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records K., Lin, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.951146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ad0111a6-f283-4e78-8c0c-bfab309b0484 · outbound

This paper cites Generating Electronic Health Records with Multiple Data Types and Constraints.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Generating Electronic Health Records with Multiple Data Types and Constraints

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:52:59.506667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e6f6a2c-1d5e-4ed7-941d-8ecf4cbc2c2c · outbound

This paper cites URLhttps://pubmed.ncbi.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://pubmed.ncbi

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:52:59.491677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 26a9ac37-40b0-419b-9d02-a6eddafbdb60 · outbound

This paper cites CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:52:59.420136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 40175ef9-109c-48d6-8a93-2da533c6a1d6 · outbound

This paper cites URLhttps://link.springer.com/chapter/ 10.1007/978-3-030-59137-3_4.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://link.springer.com/chapter/ 10.1007/978-3-030-59137-3_4

Reference 30

Resolution: verified exact; doi, observed 2026-08-05T10:52:59.278117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e8a5acbc-5d03-4359-9a4d-36f6cd457a09 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:52:59.941952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f4ddebc3-a369-4a75-bbab-9f35cb18def3 · outbound

This paper cites URLhttps://link.springer.com/ chapter/10.1007/978-3-030-93663-1_12.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://link.springer.com/ chapter/10.1007/978-3-030-93663-1_12

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.170623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d02cb8f-6616-4aa9-b05e-a4e48ac0aa94 · outbound

This paper cites A., Sun, J.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records A., Sun, J

Reference 33

Resolution: verified exact; doi, observed 2026-08-05T10:52:59.258105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7de1d844-a215-4a83-b85f-ffc48633a952 · outbound

This paper cites URLhttps://www.nature.com/articles/ s41746-023-00888-7.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://www.nature.com/articles/ s41746-023-00888-7

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.932961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 179ab97f-6a17-4f51-8174-114dde3dfb81 · outbound

This paper cites URLhttps://arxiv.org/abs/2402.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://arxiv.org/abs/2402

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.923027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17cc4fb1-6e48-42af-b97f-3385f069446c · outbound

This paper cites InICLR 2024 Workshop on Learning from Time Series For Health(2024).

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records InICLR 2024 Workshop on Learning from Time Series For Health(2024)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.913808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 705a03d3-ba91-4f56-8b3d-8f2bd768a814 · outbound

This paper cites R., Openai, K.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records R., Openai, K

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.903672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 024e6ef0-6e81-406a-b1d3-a2608f3f7300 · outbound

This paper cites Transformer Language Models without Positional Encodings Still Learn Positional Information.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Transformer Language Models without Positional Encodings Still Learn Positional Information

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T10:52:59.188637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da3d5a3d-0405-4ef1-9662-1f055efa9c3d · outbound

This paper cites URLhttps://books.google.com/books?id= JxpnzQEACAAJ.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://books.google.com/books?id= JxpnzQEACAAJ

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.893624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd2cbe3e-7f71-4131-89fe-b8f47fd2ee1b · outbound

This paper cites URL/doi/pdf/10.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URL/doi/pdf/10

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.883933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b257258-8569-49ac-9d0d-d7e645e014e9 · outbound

This paper cites URLhttps://doi.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records URLhttps://doi

Reference 41

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T10:52:59.873562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91e8879b-0fe4-4aa9-bbea-d88210254f42 · outbound

This paper cites & Malin, B.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Malin, B

Reference 42

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:52:59.394582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e5196818-afc2-421b-8dbb-7eaaf0425613 · outbound

This paper cites & Bass, J.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Bass, J

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.863354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3b6e83f-c984-4773-b14a-b1100fdd25e8 · outbound

This paper cites & Chaudhuri, K.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records & Chaudhuri, K

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.853104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3a44f17-62e2-49e7-bf21-08d782f0a7ea · outbound

This paper cites W., Lee, K.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records W., Lee, K

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:52:59.843104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d24048e0-90d2-4df2-a966-71c7b6857061 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:52:59.832875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f7dcd976-7514-41ae-be22-f4090905c488 · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:52:59.822210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c18f4c87-3d18-4f1f-aea5-d20616efbf7b · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:52:59.811277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b130967-7b3c-4365-bc2c-fefcd701895e · outbound

This paper cites an unresolved cited work.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:52:59.799444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f69a7584-effa-458a-95e0-1260700ce9ac · outbound

This paper cites 30 _ d a y _ r e a d m i s s i o n _ p r e d i c t i o n.

CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records 30 _ d a y _ r e a d m i s s i o n _ p r e d i c t i o n

Reference 50

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T10:52:59.787936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 1efee798-869c-4d1f-8737-fccbe8d066a4 · inbound

Scaling Recurrence-aware Foundation Models for Clinical Records via Next-Visit Prediction cites this paper.

Scaling Recurrence-aware Foundation Models for Clinical Records via Next-Visit Prediction CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:23:22.777040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f762392c-fbe3-458b-99f7-0fac7255188b · inbound

PORTER: Language-Grounded Event Representations for Portable Structured EHR Foundation Models cites this paper.

PORTER: Language-Grounded Event Representations for Portable Structured EHR Foundation Models CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:19:57.865963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f931804-7cdb-47a8-aad3-94c059735015 · inbound

How Should Transformers Encode Numeric Values in Electronic Health Records? cites this paper.

How Should Transformers Encode Numeric Values in Electronic Health Records? CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:28:58.039571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.