Paper Citation Record · LEDGER

Foundation Models for Clinical Records at Health System Scale

As of 13 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.00574.

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

pith.paper-citation-record.v1
2507.00574 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:18:39.807726Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy18
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6eb41d98-da00-482f-b367-d3f75f1c46d9 · outbound

This paper cites write newline.

Foundation Models for Clinical Records at Health System Scale write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:37.885092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c0d3cd-cc10-4dd1-86a5-3438dbc02bbe · outbound

This paper cites R., Cardoso, F., Siesling, S., et al.

Foundation Models for Clinical Records at Health System Scale R., Cardoso, F., Siesling, S., et al

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.814020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8cf4ef9b-5982-47e5-a05c-f0d7fd4db90f · outbound

This paper cites F., and Sun, J.

Foundation Models for Clinical Records at Health System Scale F., and Sun, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.678303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f7f28f0e-7117-4067-bf84-c77df5470ff0 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Foundation Models for Clinical Records at Health System Scale Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:38.121782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be64b0e2-b2e6-4e5c-852a-021211314d99 · outbound

This paper cites Timely diagnosis for alzheimer’s disease: a literature review on benefits and challenges.

Foundation Models for Clinical Records at Health System Scale Timely diagnosis for alzheimer’s disease: a literature review on benefits and challenges

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.540010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5a931112-cba1-4149-9340-28dc59fee909 · outbound

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

Foundation Models for Clinical Records at Health System Scale EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:38.283205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4424ab-79b2-4253-ae10-d2af03f9fa78 · outbound

This paper cites L., Steinberg, E., Fleming, S.

Foundation Models for Clinical Records at Health System Scale L., Steinberg, E., Fleming, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.409102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f81de3d-9ab9-4140-82ee-3f91ea677772 · outbound

This paper cites L., Fries, J., Steinberg, E., Fleming, S.

Foundation Models for Clinical Records at Health System Scale L., Fries, J., Steinberg, E., Fleming, S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.272959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 762b309a-fe94-454d-8c83-7d11ca867c7f · outbound

This paper cites A., and Mark, R.

Foundation Models for Clinical Records at Health System Scale A., and Mark, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:42.122207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e06fee0e-f4fb-49f8-972c-2f47269e12a6 · outbound

This paper cites Disease-modifying treatments for osteoarthritis (dmoads) of the knee and hip: lessons learned from failures and opportunities for the future.

Foundation Models for Clinical Records at Health System Scale Disease-modifying treatments for osteoarthritis (dmoads) of the knee and hip: lessons learned from failures and opportunities for the future

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:41.983473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d66d93c6-0177-4dcd-abe9-1adc68f4b641 · outbound

This paper cites Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs.

Foundation Models for Clinical Records at Health System Scale Foresight -- Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:38.657042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fdf2042-539e-4834-8064-1681f9e5abc2 · outbound

This paper cites an unresolved cited work.

Foundation Models for Clinical Records at Health System Scale Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:18:41.857089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2073c724-0c92-43ba-9942-e1316827c11d · outbound

This paper cites Hi-behrt: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records.

Foundation Models for Clinical Records at Health System Scale Hi-behrt: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:41.672915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4c8493be-7468-4071-8674-f08225a58f14 · outbound

This paper cites an unresolved cited work.

Foundation Models for Clinical Records at Health System Scale Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:18:41.536908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 50f56b5c-17c6-4282-ba35-283a2ae9110b · outbound

This paper cites H., Levaux, H.

Foundation Models for Clinical Records at Health System Scale H., Levaux, H

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:41.354469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6e191a77-79e8-47ec-b7bd-253d3933865b · outbound

This paper cites S., Spotnitz, M., Chen, R., Perotte, A., and Natarajan, K.

Foundation Models for Clinical Records at Health System Scale S., Spotnitz, M., Chen, R., Perotte, A., and Natarajan, K

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:41.200123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9ee084b1-c191-45ac-9b4e-0e8fea3f1eae · outbound

This paper cites Improving language understanding by generative pre-training.

Foundation Models for Clinical Records at Health System Scale Improving language understanding by generative pre-training

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:41.041515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 71aacb23-45aa-42a5-99e0-17ab4c562b01 · outbound

This paper cites Med-bert: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction.

Foundation Models for Clinical Records at Health System Scale Med-bert: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:39.161445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53447d0d-ae90-4210-8a5a-635fbce0ceb0 · outbound

This paper cites E., Was, J., Li, Q., Bates, D.

Foundation Models for Clinical Records at Health System Scale E., Was, J., Li, Q., Bates, D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.903275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f782ef67-eac4-46bf-9577-38b479c3ba84 · outbound

This paper cites Pre-training of Graph Augmented Transformers for Medication Recommendation.

Foundation Models for Clinical Records at Health System Scale Pre-training of Graph Augmented Transformers for Medication Recommendation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:39.304817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcda2508-fb6a-413b-a82d-405ce2d31c8a · outbound

This paper cites J., Bihorac, A., and Rashidi, P.

Foundation Models for Clinical Records at Health System Scale J., Bihorac, A., and Rashidi, P

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.736968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c386842f-af90-49dc-bccc-57cc868332e3 · outbound

This paper cites A., Corbin, C.

Foundation Models for Clinical Records at Health System Scale A., Corbin, C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.577974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5d5621cd-b777-43db-bf8f-b420bee7e0b5 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.

Foundation Models for Clinical Records at Health System Scale Roformer: Enhanced transformer with rotary position embedding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:18:39.499640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24cc3fc-f681-4b71-8e00-375f5f21d968 · outbound

This paper cites Ehrshot: An ehr benchmark for few-shot evaluation of foundation models.

Foundation Models for Clinical Records at Health System Scale Ehrshot: An ehr benchmark for few-shot evaluation of foundation models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.446857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f47dcd5f-6449-4554-9e7a-311f3edaaf66 · outbound

This paper cites Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review.

Foundation Models for Clinical Records at Health System Scale Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.291896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfa23f1d-3636-4ac4-91bd-1d1c0e0edd47 · outbound

This paper cites Transformehr: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records.

Foundation Models for Clinical Records at Health System Scale Transformehr: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:40.114953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7d7ae290-f7e9-4d29-a378-820314c28bdc · outbound

This paper cites R., Huang, S.-L., Ma, X., Chaudhari, A., Madaan, D., Almahmoud, E., Chopra, S., et al.

Foundation Models for Clinical Records at Health System Scale R., Huang, S.-L., Ma, X., Chaudhari, A., Madaan, D., Almahmoud, E., Chopra, S., et al

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:18:39.975955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.