Pith. sign in

Paper Citation Record · LEDGER

Distilling Large Language Models for Efficient Clinical Information Extraction

As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2501.00031.

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

pith.paper-citation-record.v1
2501.00031 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:38:01.116783Z

measured 51 of 51 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

51 of 51 outbound references displayed

  • verified exact1
  • verified fuzzy26
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 341ce66d-ed38-4e14-b135-6473babb0155 · outbound

This paper cites K., Wei, W.

Distilling Large Language Models for Efficient Clinical Information Extraction K., Wei, W

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.867661Z

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.

source=pdf_text observed=2026-08-11T10:38:00.899241Z digest=sha256:ec285fbc2b5fbc605ab2954671236c398757a612cc37b40dc6bbf894110856d3

Observation 5f372246-7ee4-4be9-9662-e44b5f601c6b · outbound

This paper cites Zero-Shot Clinical Trial Patient Matching with LLMs.

Distilling Large Language Models for Efficient Clinical Information Extraction Zero-Shot Clinical Trial Patient Matching with LLMs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.904066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.904066Z digest=sha256:c1835413ebdeb61484546a5d2060206659be5c3a59cb07c394982d3bcc67a97f

Observation 70c3800d-59dd-4fa3-990f-16689627dde4 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.854570Z

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.

source=pdf_text observed=2026-08-11T10:38:00.909122Z digest=sha256:855641e7f3419676b02d5d4da33d91bdc378b9b13da34ba0e8509da0f4d4b998

Observation 052804d0-4749-49d1-8641-71b02bb972d4 · outbound

This paper cites & Couto, F.

Distilling Large Language Models for Efficient Clinical Information Extraction & Couto, F

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.841090Z

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.

source=pdf_text observed=2026-08-11T10:38:00.913890Z digest=sha256:8bdae9bad0644ca7dd866c85cb3e06f3d00e7edcba8f8ce0609888a01a4c8f89

Observation f901da61-596b-4565-8352-852a5ee98839 · outbound

This paper cites & Cohen, K.

Distilling Large Language Models for Efficient Clinical Information Extraction & Cohen, K

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.827335Z

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.

source=pdf_text observed=2026-08-11T10:38:00.918400Z digest=sha256:58acb938192994f06b6ca66b428557f69cd1738e3dd270531b4b1fe1d04d1814

Observation 6339923d-bfe4-43f0-8b68-963d23af92b8 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.922815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.922815Z digest=sha256:f5a4ad7b48ea44857b382ab245e697046ea1c5d413c70431bd0abafd2f98ce51

Observation d383c076-db21-4055-b7f5-c7d31c2a42dc · outbound

This paper cites Neural Architectures for Named Entity Recognition.

Distilling Large Language Models for Efficient Clinical Information Extraction Neural Architectures for Named Entity Recognition

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.927658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.927658Z digest=sha256:d62e1fc8b3bf977efb591ce546ac7911f5e8e79511c0f2b89d945429bd6c14a6

Observation f1cee7ed-896b-47f0-a4e3-03878ec17327 · outbound

This paper cites The Unified Medical Language System (UMLS): integrating biomedical terminology.

Distilling Large Language Models for Efficient Clinical Information Extraction The Unified Medical Language System (UMLS): integrating biomedical terminology

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.805620Z

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.

source=pdf_text observed=2026-08-11T10:38:00.932048Z digest=sha256:065e49d8bc4aa0fa087f462005a9d32e68c0d7df996c14cd4438a20fd5b8e0e4

Observation 1a8a5ab2-536b-43b0-b3ce-025c4d54ee18 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.793493Z

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.

source=pdf_text observed=2026-08-11T10:38:00.936203Z digest=sha256:4f6a0aafc665898d91cf8f0c5b4c148a2aea8f3cf1c7f3b5ac9046aea607d68b

Observation 005ca31f-e117-4a6e-9537-56218078b680 · outbound

This paper cites & Moreno-Sandoval, A.

Distilling Large Language Models for Efficient Clinical Information Extraction & Moreno-Sandoval, A

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.940543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.940543Z digest=sha256:727cdbb68cbe3c7b2c56a6b5cef5d327827397788028bb0d2edf6a0247d2b3c7

Observation f12f28d1-9b3c-44c2-bf08-a16d46675168 · outbound

This paper cites & Toutanova, K.

Distilling Large Language Models for Efficient Clinical Information Extraction & Toutanova, K

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.780783Z

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.

source=pdf_text observed=2026-08-11T10:38:00.944864Z digest=sha256:e1983a681c1e6545b1943357daf52e04a43678e375f16ebc0d37aff3604f1f9d

Observation cae8ae8c-8229-4eda-ba86-8b3de7a742c1 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.767996Z

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.

source=pdf_text observed=2026-08-11T10:38:00.948739Z digest=sha256:4e5e67f148c866efff2c4a5d3e2373c0b2afae4f82b1a93263541788f9c1b2a7

Observation 3331c585-0d41-4eca-bcf9-cb85edcdeb49 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.952206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.952206Z digest=sha256:3066d8c1d13d14510ba5ff6ed396ee6711577b059847fcc2cd4a648337bb0086

Observation 528b73bb-443b-4d30-bb80-d94fc1645d48 · outbound

This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.

Distilling Large Language Models for Efficient Clinical Information Extraction ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.955775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.955775Z digest=sha256:badfd15529c1275df9c7900cdefebe437061afee41f8e6b6369cce37b695082c

Observation 3d3f98f3-7dc3-45cf-afd3-c432878c8ecc · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.755397Z

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.

source=pdf_text observed=2026-08-11T10:38:00.959696Z digest=sha256:f8443b47ceeeac45ca2b7e9fd77849fb44a6d4d2c59cb4f00109ecb05274519f

Observation dc021da6-f3a2-45dd-8b3a-e023c7b4e842 · outbound

This paper cites LLMs in Biomedicine: A study on clinical Named Entity Recognition.

Distilling Large Language Models for Efficient Clinical Information Extraction LLMs in Biomedicine: A study on clinical Named Entity Recognition

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.963288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.963288Z digest=sha256:69274a8797d7b4980ec9e717fcde43b02b1ecacf7e28787a87996c0453302f30

Observation a5217e14-64a5-4f1d-ad42-e1db1b3c4b9b · outbound

This paper cites URL https://openai.com/api/pricing/.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://openai.com/api/pricing/

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.743503Z

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.

source=pdf_text observed=2026-08-11T10:38:00.967229Z digest=sha256:75a90fd58b17908efd0393e883466c3c33e82be839b43e6972549ab7fc6e8cde

Observation dc689b28-904d-408b-bcdd-20f92b2c22bd · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Distilling Large Language Models for Efficient Clinical Information Extraction Distilling the Knowledge in a Neural Network

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.971554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.971554Z digest=sha256:4029ade827e85df8067dc5b06986969c1057316deec790932b8e7b55a268fba6

Observation 476ed410-60f8-4870-a2db-547cdd7df8d7 · outbound

This paper cites & Poon, H.

Distilling Large Language Models for Efficient Clinical Information Extraction & Poon, H

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.730046Z

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.

source=pdf_text observed=2026-08-11T10:38:00.975938Z digest=sha256:81082d89a37fb3cd39ea2db188cc3c7d8a7535a99cf71b3240936a0bd34d0f59

Observation 2fb2283d-7497-4ff0-b53e-19fedda86d12 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.716695Z

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.

source=pdf_text observed=2026-08-11T10:38:00.980619Z digest=sha256:be84dce34a2e15cadf7fc300970c719b2d659f0ed470c5822260b345f3f351dc

Observation 0de9af18-43d5-45aa-9066-11816dc0529e · outbound

This paper cites Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events.

Distilling Large Language Models for Efficient Clinical Information Extraction Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:00.985029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:00.985029Z digest=sha256:d49cb83155aba85cfebc950f257dddb1ce13a89f10f89740d67577d4f14077ab

Observation a47b8307-7f8a-4783-99c7-eae605244c6d · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.703972Z

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.

source=pdf_text observed=2026-08-11T10:38:00.990302Z digest=sha256:d7a6add7df5576f421cb3c50a14830d8f9e2b7d4c3142b3d0142ccedfde5822f

Observation a511a9d8-8317-4955-8001-e8348e01019e · outbound

This paper cites & Uzuner, O.

Distilling Large Language Models for Efficient Clinical Information Extraction & Uzuner, O

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.689924Z

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.

source=pdf_text observed=2026-08-11T10:38:00.994462Z digest=sha256:e3e61b1a45e8ff0aa02bfd5f8c2deb29a1820b923f872e3965da26ef2a478f9b

Observation d6398c70-6400-438e-bf4c-a5bf426eb2ae · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.677580Z

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.

source=pdf_text observed=2026-08-11T10:38:00.998698Z digest=sha256:0c7d9bad35d1c195637e8a8eee50a3dc7c87bb2f92a601ef4746d4e40467120f

Observation ae4b52a7-7063-4782-b198-249cd6559080 · outbound

This paper cites I., Leaman, R.

Distilling Large Language Models for Efficient Clinical Information Extraction I., Leaman, R

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.665227Z

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.

source=pdf_text observed=2026-08-11T10:38:01.002827Z digest=sha256:db0dd1674533e1302fd29df99096d3f7c8472cebd5b2b4d4b62aced182ef1138

Observation 32bbbef2-1189-40d7-9422-5a740776db77 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.652416Z

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.

source=pdf_text observed=2026-08-11T10:38:01.006734Z digest=sha256:87a1d8308fe7dcbb41c21477101cd731bfbb8749ac62aad6ecde51878adb4ab0

Observation d9dcfd49-0d2c-4a3e-98cd-e40e279c0755 · outbound

This paper cites MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records.

Distilling Large Language Models for Efficient Clinical Information Extraction MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:01.010615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:01.010615Z digest=sha256:ce1be45cf6e7d1c31781df7a6a76dd8408068a9671a38183f4ebc651141074c7

Observation 58a5fc20-7bf7-4aeb-b22a-f6afd15d3e1d · outbound

This paper cites URL https://openai.com/index/hello-gpt-4o/.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://openai.com/index/hello-gpt-4o/

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.639614Z

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.

source=pdf_text observed=2026-08-11T10:38:01.015489Z digest=sha256:8c07e7af738f1a3796c2d756d6bef5df00467f37c6a0c02c7cf55221ab2a5cea

Observation e0ffa9ff-41d3-46f2-a073-60a549c612e7 · outbound

This paper cites URL https://openai.com/index/ gpt-4o-mini-advancing-cost-efficient-intelligence/.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://openai.com/index/ gpt-4o-mini-advancing-cost-efficient-intelligence/

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.626080Z

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.

source=pdf_text observed=2026-08-11T10:38:01.019622Z digest=sha256:a15e263b82ca714a07f4f792342432e6703b68bbbaa143ab7fd005654b5ec334

Observation 8dc66798-453b-44e8-a6b9-6b9db628e07a · outbound

This paper cites URL https://openai.com/index/openai-o1-mini-advancing-cost-efficient-reasoning/.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://openai.com/index/openai-o1-mini-advancing-cost-efficient-reasoning/

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.614000Z

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.

source=pdf_text observed=2026-08-11T10:38:01.023681Z digest=sha256:96cddffb80ca0191c640cdc1b6d2da532b7c89653e9d948b275efbc3e749bef2

Observation 3ff6e863-3f8a-44d1-94e7-1c1d3431f3f0 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Distilling Large Language Models for Efficient Clinical Information Extraction Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:01.027563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:01.027563Z digest=sha256:b343b850515509148997d813b8c1330e6705f385ad85c0d4029a55d4a0815e08

Observation bccc54c8-1c86-43de-b5db-2fc36c0c44db · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.602056Z

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.

source=pdf_text observed=2026-08-11T10:38:01.031674Z digest=sha256:daf32845a430d65b0f8e1c164f214f583053d60987377b1b5fc3df924e92414d

Observation 0989a5d0-154c-40ee-bb30-32f5b2cf4c65 · outbound

This paper cites & Nelson, S.

Distilling Large Language Models for Efficient Clinical Information Extraction & Nelson, S

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-11T10:38:01.249354Z

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.

source=pdf_text observed=2026-08-11T10:38:01.035867Z digest=sha256:7f255afb6a845a1c37d6efc8d1f8644271f164c4d14ce8001b1ea927077c3b9a

Observation 4792807c-f68e-46f1-a8d7-a9fdbfcc99c4 · outbound

This paper cites Q., Price, C., Spackman, K.

Distilling Large Language Models for Efficient Clinical Information Extraction Q., Price, C., Spackman, K

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.589391Z

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.

source=pdf_text observed=2026-08-11T10:38:01.040355Z digest=sha256:11288bfa3ad99afd8f8af5a1b4091becf2df5f9eb3995825d33b99054ae743d0

Observation 3cf34d90-ca9c-4f1b-919f-b5435f379373 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.576044Z

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.

source=pdf_text observed=2026-08-11T10:38:01.044661Z digest=sha256:d9852dd0430183843a618d6f85681e82696ef078bf3c983bfaaaafb51ea0b598

Observation 6574aab5-8745-4564-bfef-bc84e53f8821 · outbound

This paper cites URL https://github.com/openai/tiktoken.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://github.com/openai/tiktoken

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.562627Z

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.

source=pdf_text observed=2026-08-11T10:38:01.054754Z digest=sha256:73c4bc5a11eb642137836bf868c22a19da4340f98d4d8703eb24c035c4e9e20e

Observation cd6e2027-36fc-44d7-a32e-aa21619683c9 · outbound

This paper cites URL https://datacrunch.io/blog/ cloud-gpu-pricing-comparison-in-2024.

Distilling Large Language Models for Efficient Clinical Information Extraction URL https://datacrunch.io/blog/ cloud-gpu-pricing-comparison-in-2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.549202Z

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.

source=pdf_text observed=2026-08-11T10:38:01.059542Z digest=sha256:5384392bc3505e7b67172d09162e41c9de9b301d03c3761f74b93f91da8cb606

Observation cc0d063b-e8f3-4170-aa18-c2a152957851 · outbound

This paper cites Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?.

Distilling Large Language Models for Efficient Clinical Information Extraction Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T10:38:01.063775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:38:01.063775Z digest=sha256:b1e600f4724a1d980396ce36a759b19cef65f402d9d6ca1eb85a9ff7203afa93

Observation b7b92188-2c7c-45b9-81e3-ebc3c1778bf1 · outbound

This paper cites remarkable propensity to bacterial infections.

Distilling Large Language Models for Efficient Clinical Information Extraction remarkable propensity to bacterial infections

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.536630Z

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.

source=pdf_text observed=2026-08-11T10:38:01.068454Z digest=sha256:ec97b215cfb7b24ccf478f5f151536f3dd157bf4ab5f8c727e657e80efef914a

Observation c6bb06e6-d7fe-4542-9fad-8faa1214fb66 · outbound

This paper cites • If present in the note, include the full name, like tiotropium bromide or albuterol sulfate, instead of just tiotropium or albuterol.

Distilling Large Language Models for Efficient Clinical Information Extraction • If present in the note, include the full name, like tiotropium bromide or albuterol sulfate, instead of just tiotropium or albuterol

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.524180Z

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.

source=pdf_text observed=2026-08-11T10:38:01.072983Z digest=sha256:fcfbf421991d9cb327c753eccb69abfcc6105bb4272a9086d474b9277e8e5142

Observation 2c5b2d00-9ac2-4e4f-ac64-88e943d10c6f · outbound

This paper cites (b) Modes of administration or formulations, such as: • IV, drip, gtt (drops), liquid form, transfused, supplement, etc.

Distilling Large Language Models for Efficient Clinical Information Extraction (b) Modes of administration or formulations, such as: • IV, drip, gtt (drops), liquid form, transfused, supplement, etc

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.511537Z

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.

source=pdf_text observed=2026-08-11T10:38:01.077908Z digest=sha256:f64f7da36d234803368940a6eae7c6f08087c25cf7c63463c8e0c74074657f18

Observation 2dcafd0c-d952-4e03-a7a1-3de3c4abd5da · outbound

This paper cites • Include only pharmacologically relevant terms (e.g., antibiotic, anticoagulant, steroid).

Distilling Large Language Models for Efficient Clinical Information Extraction • Include only pharmacologically relevant terms (e.g., antibiotic, anticoagulant, steroid)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.498149Z

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.

source=pdf_text observed=2026-08-11T10:38:01.082328Z digest=sha256:62773e1faeac531a8c25e97f701fdd10a9f06d1f4d14eeeaded3039aca70e265

Observation 4910bdab-3b58-4b7d-9b61-5e6de2b3bcd0 · outbound

This paper cites • Do not list FIO2 unless explicitly described as oxygen therapy.

Distilling Large Language Models for Efficient Clinical Information Extraction • Do not list FIO2 unless explicitly described as oxygen therapy

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.484457Z

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.

source=pdf_text observed=2026-08-11T10:38:01.086273Z digest=sha256:be7d9853145b85f3bf2d74bdcac18022633100ca48cea9c94ce9abbe9e18b334

Observation 75a04e05-b42c-4b7c-b958-c950f963dd13 · outbound

This paper cites • Minimal entity spans: Use the simplest terms that convey the symptom information (e.g., ”nausea” instead of ”the patient presents with nausea”).

Distilling Large Language Models for Efficient Clinical Information Extraction • Minimal entity spans: Use the simplest terms that convey the symptom information (e.g., ”nausea” instead of ”the patient presents with nausea”)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.471086Z

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.

source=pdf_text observed=2026-08-11T10:38:01.090404Z digest=sha256:4e9638cd40989b37e45cabf7c8a094d6705cd18ddad3052b52cbc145e9d6b3d9

Observation d7c0eee1-51aa-4db9-ad40-874a17978c54 · outbound

This paper cites • Information about the location of the symptom (e.g., ”low back pain” → Include only ”pain”).

Distilling Large Language Models for Efficient Clinical Information Extraction • Information about the location of the symptom (e.g., ”low back pain” → Include only ”pain”)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.457094Z

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.

source=pdf_text observed=2026-08-11T10:38:01.094095Z digest=sha256:1b53b048d2647bca18657376cf168f0b25b85ba1864167c61d2a1a891541625c

Observation d3e1a02e-decb-4a04-bb16-8318299e9b32 · outbound

This paper cites • Avoid listing any context or causes of the symptom.

Distilling Large Language Models for Efficient Clinical Information Extraction • Avoid listing any context or causes of the symptom

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.444252Z

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.

source=pdf_text observed=2026-08-11T10:38:01.098003Z digest=sha256:e7beed71fc2411b78bbc0481c90f66959dad3850ff98a26986f9de6fbe6e3167

Observation af8684b5-aa4a-4169-a7fd-611210f16e96 · outbound

This paper cites Write the symptoms exactly as they appear in the note.

Distilling Large Language Models for Efficient Clinical Information Extraction Write the symptoms exactly as they appear in the note

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.429870Z

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.

source=pdf_text observed=2026-08-11T10:38:01.101801Z digest=sha256:8c55c4dd2f020be8f1d06e47fa2e0c2e5cde0061956e419f16312a0017b827b3

Observation a12a6154-9ae5-43fa-a2d7-0d0e5c6f3085 · outbound

This paper cites Patient denies nausea and vomiting.

Distilling Large Language Models for Efficient Clinical Information Extraction Patient denies nausea and vomiting

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.415654Z

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.

source=pdf_text observed=2026-08-11T10:38:01.105472Z digest=sha256:3b4d8e06b1b942b26cbd842692907d6f8e5a14c74f20c9f24773f5bb521d8942

Observation fd36b9c2-4653-4505-a0aa-87002fdffdc1 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.401763Z

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.

source=pdf_text observed=2026-08-11T10:38:01.109175Z digest=sha256:9a076b8aa735004ebc065db5a6d9454d57198ac221993e09cac737f0a6a24154

Observation 5d53485f-f33b-488f-a5c9-b73b282b06f2 · outbound

This paper cites an unresolved cited work.

Distilling Large Language Models for Efficient Clinical Information Extraction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T10:38:01.388010Z

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.

source=pdf_text observed=2026-08-11T10:38:01.112747Z digest=sha256:8d4a9e779cc30ce98ab65db1aa831d22a17aaf1dc8de4afefb65fac486f1b549

Observation ce6ead3a-a07a-47ab-958c-71b0e1aa5fe0 · outbound

This paper cites Ensure no acronyms are omitted from the output.

Distilling Large Language Models for Efficient Clinical Information Extraction Ensure no acronyms are omitted from the output

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:38:01.374830Z

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.

source=pdf_text observed=2026-08-11T10:38:01.116783Z digest=sha256:a20ad6374ab79536b849110ad08dc18aef6d5e4118a69db0a9adc28c0f7ced7c

Pith citing papers

No inbound Pith citation observations are available.