Paper Citation Record · LEDGER

Rephrasing Electronic Health Records for Pretraining Clinical Language Models

As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2411.18940.

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

pith.paper-citation-record.v1
2411.18940 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:47:26.122969Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:36:38.302662Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T04:36:39.193813Z

Reference resolution

40 of 40 outbound references displayed

verified exact5
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d19bedad-c9eb-45ec-bf09-728ef4f211db · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.006897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9c50c5-391b-4700-b6ec-0e4b5c171593 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.720423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 41b1aed4-b74e-47f7-963d-00db0f4f7e74 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.712087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8f13f498-d3e4-4589-a761-74ab24459c7e · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-12T10:47:26.207869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfb0e648-0def-4b4d-af25-cc74498db1a9 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-12T10:47:26.612179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d96bd339-4a84-412c-b907-3e0922b9bce7 · outbound

This paper cites The Llama 3 Herd of Models.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.023396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77c63f3-2cb6-4144-a940-4b644918b8d0 · outbound

This paper cites TinyStories: How Small Can Language Models Be and Still Speak Coherent English?.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.026688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50fd77ef-da71-48bb-a327-69177f9f5556 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-12T10:47:26.199380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c4ab9014-e5b7-4696-ae30-acc373c63161 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.032827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc35efb-c369-48cf-b85b-5e1eb8457757 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.035940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642e4e5c-9710-4568-98b2-397774b4103a · outbound

This paper cites Mistral 7B.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Mistral 7B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.038891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c327122f-e935-4cd9-aead-95101c0d63eb · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.703477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18ff3e69-d212-47ae-b896-89c1eb01fd34 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.046036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c904815e-7ca3-410d-a9cd-2bfaafe8cd00 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.049043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad071d73-bfda-4897-958f-05327c12b863 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.694922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cecbf7e7-82f3-4344-916d-937a509d815a · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.054635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f19a35-aa20-4be7-a1e0-202445b1aa3e · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.686809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 15be3514-65ff-474a-b9fb-59b477e3a32c · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.678000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd0952ec-b1ff-441f-83da-a88013a7fec0 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.062936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ce19a4-9c42-447c-b809-1e1dddbffcad · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.065929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a615fc94-7df8-4910-9783-112c0ea40110 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-12T10:47:26.166603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3f73c19-e628-4c7f-b0a4-85d305bbf2c6 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.669577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2a1ce53c-51b3-42b8-a205-df6e8d710726 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Capabilities of GPT-4 on Medical Challenge Problems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.073984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f59496-5277-4cdf-8daa-9eec4a19f941 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.661431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 923695dd-87bc-4b64-aad5-3ca082bd9d9c · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.079742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995715ba-bd6a-4926-a68c-90df4599e5b9 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.653124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d80ee776-08c5-43f7-ba76-07253ff5314e · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:47:26.644068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7147aeb5-1d8e-4f79-a2d4-c52be1c75f40 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.088160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37692dcb-eaef-443f-9d45-0cb6d3d75c4a · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.090999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0116158d-fbc6-462e-8ce6-012e598c71ad · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.093688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a8cb4c7-59b2-44b4-ad8e-945c14a933e2 · outbound

This paper cites Does Synthetic Data Generation of LLMs Help Clinical Text Mining?.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Does Synthetic Data Generation of LLMs Help Clinical Text Mining?

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.096461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f5992e-f8af-4699-96eb-218afac1fbfc · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.099509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0224a5e3-ed9c-476a-974a-1a53390327ec · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.102561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d03fa4e-b307-4465-a114-5768d30b5a62 · outbound

This paper cites DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.105257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a6af78-73bf-45e9-8cfd-316085d487aa · outbound

This paper cites Qwen2 Technical Report.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Qwen2 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.108031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 450be0d3-6e88-4d75-b288-411078a1fd65 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.111159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed889f9-9d67-464b-b5c4-85de8fc0a58f · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 37

Resolution: verified exact; raw_fallback, observed 2026-08-12T10:47:26.276662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 862eda8d-3840-46c5-a23f-65ca67273a88 · outbound

This paper cites an unresolved cited work.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.116707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80b613c-5b34-4298-b40f-e0416c4bb33b · outbound

This paper cites online" 'onlinestring :=.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models online" 'onlinestring :=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.119598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d301f9-a844-4a64-a455-ded10673fd2d · outbound

This paper cites write newline.

Rephrasing Electronic Health Records for Pretraining Clinical Language Models write newline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:47:26.122969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 46fe44a1-ca1c-46af-8f37-46cb9d21d69a · inbound

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey cites this paper.

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey Rephrasing Electronic Health Records for Pretraining Clinical Language Models

Reference 270

Resolution: verified exact; local_arxiv, observed 2026-08-10T04:36:39.199634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.