Pith. sign in

Paper Citation Record · LEDGER

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment

As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.10717.

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

pith.paper-citation-record.v1
2505.10717 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:09:42.422554Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

46 of 46 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved20
  • parse uncertain13
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78a7323e-a078-4ecd-a082-42ab69f97f4f · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 1

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.808820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.335708Z digest=sha256:940b9143e41b346f146b0296f86bd721ca18f32605795b48e788194fcdaf893d

Observation cfb1d8bd-87d0-493b-93d9-4f98bef05ecc · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 2

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.800247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.338462Z digest=sha256:8f5bb92539349d6004c019bb06ba8541fc2b21fae9c41467efad54528181b2b0

Observation b967b63f-e9fe-4cda-b0f5-f182fe0868b8 · outbound

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

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.300294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.300294Z digest=sha256:8d3d2a5a319b0c4527cc794d7f91948be051f005562b2bb1cee2688c73099506

Observation 3fedeadf-2ee8-4fa0-aa8d-22b34bfd3dbe · outbound

This paper cites The Llama 3 Herd of Models.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment The Llama 3 Herd of Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.303649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.303649Z digest=sha256:854c8e505678e8ae554b1ed8b06675b09a6834e5e31d567374a6b71d3f9ab700

Observation 6bf7b96d-c0c6-474a-aac7-00ed1ad4901a · outbound

This paper cites entity": The specific category of the extracted information, chosen from the predefined taxonomy below. -.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment entity": The specific category of the extracted information, chosen from the predefined taxonomy below. -

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.594602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.405738Z digest=sha256:eb8a8d497c9eba1fca6399e161acab7223975401a6ecb018b41f1b99bd868c45

Observation c8db84e3-d202-4f43-8dbb-0780cb62a191 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 6

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.790944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.341156Z digest=sha256:7f191f8651b259438a3c43be2cab8040072b973ddbf42ca8ae64440e46153ee6

Observation af572968-f9db-4b7b-9a7d-5be627aab60c · outbound

This paper cites Orca: Progressive Learning from Complex Explanation Traces of GPT-4.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Orca: Progressive Learning from Complex Explanation Traces of GPT-4

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.315956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.315956Z digest=sha256:c81c93acc894453f6675817b7117cb05eaaf31ae9c1c9b29ad578d9da3edd827

Observation 7b650fda-bb19-4620-ab97-679619e38ea1 · outbound

This paper cites From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.319096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.319096Z digest=sha256:901d209bf95a3986649cf30e0ca8cbdb8c0514ef32e0ff71cf43eb83b59be2b7

Observation f4487611-6526-469d-9a16-6496ee489a03 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.781487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.343771Z digest=sha256:a846057f43734dc382f86f8aed11e18a0c847e04a954e55bfd17899da1a27ae9

Observation f7418646-b194-4afd-94d8-6bfaca79d52f · outbound

This paper cites Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, and Hong Yu.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, and Hong Yu

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.817394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.325481Z digest=sha256:f5820ef5ac26fdbe1b0fd4f4659de947ab419e4314cd9f2001d7e12a4e736102

Observation 2664d398-09e2-48ee-8708-96857ee15b55 · outbound

This paper cites NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.328886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.328886Z digest=sha256:4c347c694d5abaf50801cafa66f9b7f57788a256d85cfebec1a34a0b08b2179b

Observation 47c6660c-931e-4b2e-bc01-8e705d04aba0 · outbound

This paper cites What Matters for Model Merging at Scale?.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment What Matters for Model Merging at Scale?

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.332558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.332558Z digest=sha256:e69152ff40c3e835834021feeab238b050c55b987b5139d6972b44014fc5484d

Observation 1afac5eb-f81f-47f3-96aa-8cd573547c98 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 13

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.757039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.352883Z digest=sha256:ddb30c0d7be6c6664c3ba700c4da9605043a765a87d4f8116e8919a0a8a7969f

Observation 2afb3162-8b74-4c71-b9d5-05b910ef23fd · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.748248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.355738Z digest=sha256:df9d535d3e43f5968e16f5a0fc2c230e78aa453dfdea1078d6a5bb9f58a7a4bf

Observation af7fa51e-fbf4-45aa-82db-278740980bc6 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 15

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.740061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.358334Z digest=sha256:1a3f1ecd9d5f8de26572de4836de1b8e99ecfe8f0833326e7ed16c2ddee03063

Observation 322d1a9c-e9e6-4f05-9f17-3a1fc5bca5ac · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.773514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.347083Z digest=sha256:35bd0bb79d154d3e184258e29b8d223d09a1de8d7efdc47254ceb075c1f50bea

Observation ac5d4587-4469-4142-9ec0-61ca4a064086 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 18

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.765235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.350139Z digest=sha256:4ccc11b3fbbbd6575ce10640fd9bf643c2d53d5d42c537cf5d4d98ca7df32644

Observation 11663846-ada4-4c5c-a7d1-862382b847ab · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 19

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.712789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.366047Z digest=sha256:21729969a4803955d4b5d5138004ebd35ed665a03ed17d16fe91387c60904ef6

Observation e52c4a2e-0d58-46e2-aa32-89bbb9159771 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.705242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.368586Z digest=sha256:60dbcb8f9c99d9032f3c7a6c6bd94c5345ec67c789a7416dc0fd9792b2e093e0

Observation 3cc04fe3-6fc6-4a3d-bd1e-e19e964e758d · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 21

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.697945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.370983Z digest=sha256:7496b51fd1d7552c4cd16da3f1d13e9d31c1d22d7a4c6014411d1255cae6eecd

Observation b86fbd8c-fa43-41e2-a3ef-015c46bdf9b3 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 22

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.732188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.360933Z digest=sha256:62480987c8419b6323202c716ed3d81fbf76e56f1caf6f640877a0c74f6afa0f

Observation ee493164-69f0-41e9-9424-1ea5acb58a56 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 23

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.722399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.363649Z digest=sha256:9a399135d2de5dbca7ad41de461d0ab23663904e3b191e30b942dcaee25c7d4a

Observation ef7d3fab-3472-42c7-a881-b6560526bade · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 24

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.682948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.376846Z digest=sha256:ecf63d793cce7ce62de8d13627003a089e8f8abfc068236514af48a01f4c78a9

Observation 1b714a90-89bd-4acb-b42a-3f03bbc47884 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 27

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.690640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.373883Z digest=sha256:966cc76900b57fb847e9dc769d8b20ef82dc3056e87032fde26fc2156060fc80

Observation 987ddea9-0810-40a4-855c-af9abc5b6c62 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.675124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.379473Z digest=sha256:b0ab29d0bc1ca085a0fca97baef8f1ba1585797d77e149414497cb803fa7cb50

Observation f7814471-7a3c-4ed8-9a3e-bf6935236b67 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 29

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T21:09:42.667130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.381999Z digest=sha256:7351e6ce195c792bcfb1e46e4cdd87c39e817679ae57ce07fffc1d4fc613cd9b

Observation cf800401-066e-4067-9975-8d2c57342137 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.658427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.384576Z digest=sha256:78e7cdb495795b941c8afeb2d0f957c9b7bf2589d5498e65c69375e3b845dae6

Observation d9e214f4-2917-45e7-8de0-a7a37cae8a95 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.650477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.387223Z digest=sha256:33324633ce63077527f11ae5fa83f8a6c778ad10e6e87f07c515e6d69332e191

Observation 65c0a87e-0571-4aeb-89c1-24fe57cb15f4 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.641939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.389771Z digest=sha256:0472687b7ac7cd6347b0edde21be785c136510cc92eabf3f8710f9b90045f3ec

Observation 5504351f-1cfc-4a97-ad88-9e635cac8c85 · outbound

This paper cites Chest pain for two days.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Chest pain for two days

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.625666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.395598Z digest=sha256:4a87cf575419269ec57d8a785be64778dab3407a73958c2b4263b38b48f2f02a

Observation 5b6da3e4-6f08-40bf-90e6-e0079f1d0cd7 · outbound

This paper cites rationale.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment rationale

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.633212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.392278Z digest=sha256:1673f510d194741f4897c5e1c4f0fce3db7cbbd78811219a18dab29d9d9d71a3

Observation 693f9b3b-e812-47dd-bb1f-d22962f4d002 · outbound

This paper cites - Duration: Progression over time.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment - Duration: Progression over time

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.618104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.398190Z digest=sha256:a3ab8fe803035b117f501a6d9398d0b2475f16bf595b2f55783376d636005cf4

Observation 4a6d8ee7-7ec9-4f57-8d39-01e750eafc8c · outbound

This paper cites Describe specific observations for each system: - Vital Signs: BP, HR, Temp, O2 Sat, RR.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Describe specific observations for each system: - Vital Signs: BP, HR, Temp, O2 Sat, RR

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.610497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.400794Z digest=sha256:655c50aa531299873fe357de232a8208eb97df83cd669cae43c60daed5484ae8

Observation 0249f717-ffad-4a32-a36d-0935095551a1 · outbound

This paper cites List both abnormal and pertinent normal find- ings.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment List both abnormal and pertinent normal find- ings

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.602948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.403307Z digest=sha256:2dc89bddebf733651e077e6c9576ddd4bd24d569df1d1ab9b8f732732261b755

Observation 584fc31a-41f4-4613-896e-5d1aa36c9190 · outbound

This paper cites entity":.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment entity":

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.586810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.408272Z digest=sha256:74515c4e0660f1995fa0961a92365a4be07ea01702a9d7a2d851750237400d25

Observation c1b0bb8e-29af-46bf-a9b0-78eda34099ec · outbound

This paper cites entity":.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment entity":

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.578416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.410527Z digest=sha256:a018a945c0ce5d737ce13a2f6af383ab8903e6ce4b0d4d2d4df303781ec2c16e

Observation 4763169b-f64d-4f04-b9f7-95ede196e757 · outbound

This paper cites entity":.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment entity":

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.569312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.412807Z digest=sha256:5209dce86643b21518392180f9c1b61c0267cc7f2b12d76f4d6cc375bcf60826

Observation cff609e8-db15-4f3e-bf97-20758652c242 · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.560912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.414980Z digest=sha256:c3957517e24e61f6706f652af1362fbb3a7ad6275f547d9cdd0ed650437cc678

Observation bd93a308-73b6-45a2-81bb-da7efd9da76b · outbound

This paper cites an unresolved cited work.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:09:42.551737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.417394Z digest=sha256:e7ab61bf8513826803c8ec1e222fd4267cdf3b78b3325f0ee114ec9cd15a8445

Observation d64aabd6-909a-4afd-bf32-e7745cd257d1 · outbound

This paper cites entity" and.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment entity" and

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.542521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.420156Z digest=sha256:eb4a549dbb15153f92c581a4e2cef2943955f68d738e9881ff21caa34e94eda1

Observation 7cff25be-57d8-46f1-806c-df7bf485d8e6 · outbound

This paper cites Your final output should be a list of JSON objects containing only the entities present in the document.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Your final output should be a list of JSON objects containing only the entities present in the document

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:09:42.533576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.422554Z digest=sha256:40bc616b77b12cd30c9749ec7fc9577660d07dd399e443d64e9ad8b871b660c4

Observation a7a4d332-4efb-49ec-9077-ca3c55b4e063 · outbound

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

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.292786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.292786Z digest=sha256:e8272c0453236a93fb89282fb75a3cab781ce2ab50ef03d5c42c0e9cfac177ac

Observation a179d080-15d0-4237-9184-fc09349732c9 · outbound

This paper cites The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.307920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.307920Z digest=sha256:449863d008fee2af857876a094751a9c5fb42ebcdf2bc1abc12c0732a84aec4e

Observation a4f4d5fb-53c3-434b-a921-005e5da9fc08 · outbound

This paper cites zero-shot.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment zero-shot

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:09:42.826053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:09:42.322050Z digest=sha256:e95538f652693c3899f2dcec637e2061bfd5aff39955afb4a25e052ba8da340d

Observation 970fcf8a-2d94-4044-827f-a062ffa69a16 · outbound

This paper cites AgentInstruct: Toward Generative Teaching with Agentic Flows.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment AgentInstruct: Toward Generative Teaching with Agentic Flows

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.311893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.311893Z digest=sha256:8d55ca8c84e8aa4b1094f6335010bec7516433ada7de627c72dd8d018da8b306

Observation da24b324-c869-42fb-bdfb-96b9203cccd9 · outbound

This paper cites MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes.

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T21:09:42.296863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:09:42.296863Z digest=sha256:a63daeda5d6956e363114f9f6168eada3cc3437362c1e80f5da66449e71c506c

Pith citing papers

No inbound Pith citation observations are available.