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Paper Citation Record · LEDGER

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction

As of 7 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2506.20059.

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

pith.paper-citation-record.v1
2506.20059 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:03:32.366980Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:42.171805Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:42:42.625081Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b23e710-d66d-4f1e-b488-33c7f9147f7e · outbound

This paper cites online" 'onlinestring :=.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:24.069799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:24.069799Z digest=sha256:8d9706e8e3576dce9be56a1e2f8de53f1de26fa2e9a0a1ec3cb4663438d0cf33

Observation f8f26a8d-0ab7-4c23-a890-65b9006760f6 · outbound

This paper cites write newline.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:24.172776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:24.172776Z digest=sha256:67e52882c01f971c0648227f19fb6c25348b32c2d02f6f3c064df6abed16d9f3

Observation 496cf4ab-98f3-4d33-81fb-5c11d8742a84 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:40.730716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:24.287556Z digest=sha256:91f6ab6740da1171d30501046254be7516ebee1d8e20ba17986e7d1bad5f95a2

Observation 6766f67f-7d5e-4689-be9d-85aa5a42454a · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:40.342819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:24.433224Z digest=sha256:ebd5e565d45225d74e38cc8273cc6984b5f8f2c29d09d329a0e5992fbf16579c

Observation 3f1aa01d-377e-4700-af86-6279c208da82 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:40.067030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:24.656391Z digest=sha256:80aa63d179b7b291fc2eb862ea082d5dc3b279096ee0a73a41657eff841b4623

Observation 92e1c83a-5e0f-4e33-a697-f3267e26ba4f · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:24.846442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:24.846442Z digest=sha256:084fd03f1db223b535cdfeae989b59a9a987355931361e7290d5d7827db58f10

Observation 423d1292-54f4-4a00-93ca-a5519b6abfa2 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:24.988496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:24.988496Z digest=sha256:8d306c049e1320a2b306bdbd3f9cd8ee86ed88a120e3b3e51f3a36c4b02f83df

Observation 2b97b640-f6a8-4894-94f6-0e43acc84bf8 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:39.803011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:25.113177Z digest=sha256:da67504d5cbf7e4993b07465cf2a7338fe02ee43e873fb46b947240c7b292dc1

Observation 351acd33-7193-42b6-9977-dcd951b1f94e · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:39.494278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:25.292880Z digest=sha256:37a8d469c83c92414bd0dec1cb72346ae70ae9303d080611e92e2598132631d9

Observation fd9e9d11-fc2c-4b31-92fc-48014ac353db · outbound

This paper cites The Llama 3 Herd of Models.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction The Llama 3 Herd of Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:25.443846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:25.443846Z digest=sha256:c52dc2c9ee0f09e54bb0bef7bfcdc3a40187567d991882c90b559ece445827e1

Observation ff55d906-5f57-4201-86ef-807eea49905e · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:39.147119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:25.650819Z digest=sha256:629a77d6328eadc6cd8ebe81ad6a5e1acdf2824d881873034e3bb19870923a2a

Observation 9a87c9a0-233a-4d64-a023-fe372b0d46f5 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:38.790985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:25.848647Z digest=sha256:3ca7b4f74f59ea65f15f168d7d738ed95dfe444beb514e30545d71d5d5691663

Observation 844de9af-61aa-4c7e-87b7-46488dc6d975 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:38.443333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:26.022924Z digest=sha256:4946ab9a31b71949f7813fa94a15445212ce4611a67e70eddd0c53d8a23a3758

Observation 67d96a2a-91f9-4397-95af-87cb7d4b10b0 · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:26.168669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:26.168669Z digest=sha256:5ee4af721d943203064fb2732325e025fb7939298e7092605d71b1480d50eb82

Observation 2052a52c-f020-4f0b-9336-aacd3374dfcd · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:38.086422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:26.291004Z digest=sha256:327cd4bbfc9ef83ac7646a5710100212a5c0f39910c41ae58402c265877936b3

Observation 18714cd8-b0e4-4cbc-bc22-6932505ca3fa · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:37.838243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:26.434789Z digest=sha256:665b91ece8bad0ddb59cf5723db41bf7bc6ad03dfe5483537d6dcaa395d4c5da

Observation 44372822-17f4-423b-aba3-eca8619d11ee · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:26.644456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:26.644456Z digest=sha256:a41ef2f4e60c5893e7a283e7b50d6d08c8982983f2c0e2cbb7907be0b9b7bb68

Observation 750cfcb2-96b4-488c-8cf0-8e4468617061 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:37.497666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:26.823727Z digest=sha256:51de8e3e5a4c6fad3f83788b9d2b0c4f06df440c30b83c9938e089796e764356

Observation c3f691fc-639f-486e-8b3b-77bae9ee40c0 · outbound

This paper cites Mistral 7B.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Mistral 7B

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:27.038272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:27.038272Z digest=sha256:9a4a37ff9ba0b05dec2f922f9b22732487c76b7a0173030b32bca6a0e80f499c

Observation 8bcd8b7f-34d1-4d78-a02a-733c9f6ee699 · outbound

This paper cites GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:27.193845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:27.193845Z digest=sha256:d71dd2bdec4713e4f0a677f10f607b70fb444b7b661be44bc5ec11f2bc3b2141

Observation 7a10dbc3-5917-42fa-b91d-e37725c003c8 · outbound

This paper cites Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:03:32.888425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:27.366988Z digest=sha256:8f7a273ef10714284a3658cd2c0313b629bc572edc5d94e74d8704b98b9ae68a

Observation 01563e83-8098-4b63-9241-593282f8df92 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:37.129081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:27.485155Z digest=sha256:ee3ec295728aa4e313e8d678efa2e2eec03626e3b1f8dc4815bd1d22b55a14fe

Observation 77b69a18-e522-4d8a-877a-9529934fe381 · outbound

This paper cites BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:27.680185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:27.680185Z digest=sha256:b7b715c7e0fbfa37af5788ad0988537da07daa17a5f0f1936437cf79aa3ebc2f

Observation a2f2e8f8-9cfa-496f-81b8-7bb181f401dd · outbound

This paper cites A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs).

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:27.887843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:27.887843Z digest=sha256:76de83df9bfacacbc96207b46a9a7ce1aaac653ab64eaae08d8df82279d9a58d

Observation dacc10bc-da36-4e83-9597-9a3de0303f14 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:28.078144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:28.078144Z digest=sha256:21f44f8aa260d02b148fed441c04dc9464a67043a320ea11e4c6ca69bbad0ebf

Observation 0e14d30f-4e37-4029-9b8e-8c75e63af9cc · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:36.873187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:28.221426Z digest=sha256:e3a4603c8d5017b76d931bf87b12c263ee15d835484309224cfe46b1392b2819

Observation 8fbba85d-18a9-421e-832c-16d0fa56e9c4 · outbound

This paper cites A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:28.410426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:28.410426Z digest=sha256:ff1fa789b26a22c66e54fcf523801dfcec4880420c29a0d1af625e93706c1190

Observation 499ed902-b58c-481e-8342-e8dc74807f84 · outbound

This paper cites CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:28.619956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:28.619956Z digest=sha256:3b05480bb07217475679eb86275938983c71c42acd9a931dffe7774b5d13be46

Observation 1d3fbc31-9149-40d6-b88f-4f6f6c454c94 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:36.598654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:28.788344Z digest=sha256:333062bfc9a661353f08bfde47ec56703f00ae1e6e55bbb83c69233bee137153

Observation f29e4228-81d3-45ec-88ac-624023c8f16e · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:36.265964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:29.002588Z digest=sha256:0fd6efea5f92ff33e13020850712beef60e4c6588ffd430a7ca4ca93c27a89a2

Observation b6a67d5e-525b-4ece-ae63-fb3aec331fa3 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:35.946875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:29.212068Z digest=sha256:4058b57216f22f73cfcd765ea231064cd3accd48d6700b076389a993ce49be20

Observation a8c5c77d-05b2-471f-89f1-17f277646ae8 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:35.698324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:29.429094Z digest=sha256:c23ffe591529f38a8b629a0f37d2238676792f00f43d7684d8858701fe26d867

Observation 29434707-f1ec-4f7c-9f59-1cbcd5045c93 · outbound

This paper cites Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:29.562548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:29.562548Z digest=sha256:bc54980b378fc20221a6f287ae531664d0b2f382df3b45e5257a72262c92b561

Observation 6ecdaed5-5f08-4a35-878b-43a58c1176bc · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:35.441063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:29.721771Z digest=sha256:6160495a4f66372f60607b60f7566fc9e7ac3e399c974c24fead1198b63826c0

Observation da0f0f84-3b3f-4d86-a266-932be90079d9 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:35.191588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:29.836488Z digest=sha256:16df09ef133c0e94289cffe7a41c328e2cd698deb3685a9097bb7cfe990afa39

Observation e83d1e95-1ea1-4483-9571-50368de0ed36 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:29.984326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:29.984326Z digest=sha256:4ed44c29b3229d8e1549ab7d609c1c2fab8f9161e8ccdfbb7f5305f69bd2a36d

Observation 4f65df59-5ef1-4044-b3dc-d26c826ebbac · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:34.863799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:30.175592Z digest=sha256:10de7950d8932c6032f590721af6549d8c326d12042c258cef37d6f501b179f1

Observation 35ea6402-0156-4e58-83fb-96078dbeb231 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:30.306572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:30.306572Z digest=sha256:6b5c8d89d0acaab161d562e29032d0006f9136c461e5e36463920cce81708b2f

Observation 72eac726-6bd0-4f98-bd0a-d600e60fe0ab · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:34.582606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:30.454048Z digest=sha256:76e04b6b84502648b8711e76964288c2d612f13935a3deb09382873a726054a5

Observation 344606dc-8e14-4237-838f-809e6b4a7538 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:34.216499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:30.660856Z digest=sha256:19020bacdc4da3b7e3a40366263e0ec2b7e6e8faf243b2e756cf2a60ed1fc41f

Observation 10fd5e27-cc20-4e6d-9ddc-22065d6aa45a · outbound

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

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:30.823803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:30.823803Z digest=sha256:068a3f6ea54c41bed256f747023ba35a9ed28082bce51d8d3b195962bc1251b3

Observation 7dff2bb2-349d-42f0-9f5d-053cecd4f716 · outbound

This paper cites HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:30.997544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:30.997544Z digest=sha256:81491ff6874c3fffeb29b21a91a0e206d9aa6ab84c4e9c2aa8edd7a390b3f66e

Observation 7df845df-24b1-4510-b172-1936fbc02a96 · outbound

This paper cites BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:31.148009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:31.148009Z digest=sha256:f4ef3c3f26885a2dd8c62e1b983dabd242001c7a1958af931bbede1f4809f6f0

Observation c80d1f98-7b83-422d-babf-202375220566 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:31.253625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:31.253625Z digest=sha256:cbc1109354dc884eb01d6aee1ef503f1f11646e84541671acbc2f67f06a3de7f

Observation 7a23ff1b-0fb3-4423-bfb0-5117941391bd · outbound

This paper cites DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:31.391487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:31.391487Z digest=sha256:83de5ae0786680ed297d43f5124fc11d8bd6f73aba2502fa63ce4b3d365c717b

Observation 4165fbb4-e360-4564-ae51-945809c3c8ea · outbound

This paper cites Qwen2.5 Technical Report.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Qwen2.5 Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:31.520279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:31.520279Z digest=sha256:1dcce20682c28f450c2c3ccb921c24cf8fd72b0679d618560826a08aff69ca07

Observation 3640807e-bf86-4925-b1bd-62a510dcd06a · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:31.659897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:31.659897Z digest=sha256:a475272601a1a872d9261ba38c8940af9e21325fc673fb0fd55d31959eed7b66

Observation 0aacfaa6-9fa9-42ad-b0f6-726139cadde0 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:33.943871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:31.814624Z digest=sha256:3ddbfd3e8d42c6bef264e4afaa66f2c57a222ad816e368d5e6f22b89b660f472

Observation 66374ca2-2fdc-4019-b691-b55ce8ccde20 · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:33.637539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:31.954294Z digest=sha256:fe6cdb1ac55c75a8c9550076e6c1c819733386d9853e01be301d0e10ca57e4c9

Observation 46fe5c84-9157-4cd8-bba8-475c0cd3145d · outbound

This paper cites an unresolved cited work.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:03:33.232426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T23:03:32.087224Z digest=sha256:3da09fc1e24c3533eada19b802d72ab83c522972611384dfec24c65461c88740

Observation 67e2efd0-2e5b-4df9-9582-565a9910c283 · outbound

This paper cites A Survey of Large Language Models.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction A Survey of Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:32.221006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:32.221006Z digest=sha256:88f3007d98a77c09402e742f5f43f425237691299c43b111a6328b618cdd7c77

Observation 4aef0936-3aef-4a6c-bb3d-943c0ea4a8e4 · outbound

This paper cites A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T23:03:32.366980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:03:32.366980Z digest=sha256:8cd7624d9796c96b075d66bdae00acfa34123d08167d42ba668826f593357ef2

Pith citing papers

Observation 4d64502e-a86f-4538-9c54-3f9e42774a74 · inbound

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction

Reference 238

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:42:42.629113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T16:42:42.171805Z digest=sha256:aa0f5f46956d11dbce3de437d1020e383b7ebefb87f93a054709fe8b9c7fcc9d