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Paper Citation Record · LEDGER

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability

As of 10 August 2026, this Paper Citation Record lists 100 of 152 outbound references and 0 inbound Pith citation observations for arXiv:2607.06127.

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

pith.paper-citation-record.v1
2607.06127 v2

Coverage vector

measured 100 of 152 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T01:18:34.785275Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

100 of 152 outbound references displayed

  • verified exact17
  • verified fuzzy77
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18c6934e-edd9-41a0-897a-a404a937ed65 · outbound

This paper cites Patient education and counseling , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , pages=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.049677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:5de80219bb834147a2ee94342143e25a3d21e4318698f12984618336ad241673

Observation 7cf03086-699a-4b09-b891-5adec6b86cd2 · outbound

This paper cites 2005 , publisher=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2005 , publisher=

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.502988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:fe3a7966c92da55230cd117064ee85fe3ff0045d0a7268278c9e2c4c9ca4b23a

Observation dacf1583-d755-403b-94ff-74fb0567102b · outbound

This paper cites Patient Education and Counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient Education and Counseling , volume=

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.537173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:345b5b9cc1d82e51510cf8a8bdbfcbb5e5528f2dae51d1c7faf08761f9794fb9

Observation 77eab8b3-6253-408c-9515-54f3bc055b6d · outbound

This paper cites Academic Medicine , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Academic Medicine , volume=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.610947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:02822ad52cf01818cef4c467404b40f726c9684decb06a906142d4ec8401b058

Observation b39c5619-00e2-4452-a689-4eef16058424 · outbound

This paper cites Circulation: Cardiovascular Quality and Outcomes , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Circulation: Cardiovascular Quality and Outcomes , volume=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.598991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:27ca0bdd27722ef1390cfc038aceaabfab6e2accfbadab9f49b1deab461f347b

Observation 38e32876-c49e-422f-843f-81f4d8425687 · outbound

This paper cites Patient education and counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , volume=

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.106940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:89647b910fe98befca7bf1d8a29cbd4d91be584f5a29e9676ce9a301d2a5b335

Observation 64230acc-c9a0-48b8-96ec-2b33f59bd755 · outbound

This paper cites Zeitschrift f.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Zeitschrift f

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.315486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:c867e59ec42d497db66867627a1f35a5c1c23e9a25548290a0230b694e9996b8

Observation 9c570237-b6cd-49e6-ba35-3103bc30adfe · outbound

This paper cites Patient Education and Counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient Education and Counseling , volume=

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.739956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ae7ed1ec5cb2a9831da8a47592343b1a4f1edad5b011bd6d00e48513743a0b7f

Observation 609e68d5-e2d4-4341-9e37-975dbbba01f4 · outbound

This paper cites Patient education and counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , volume=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.123051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:75ad0c1bb4b98dfeb367c16d58270b86db3398ee92ec02c55287e802a0c905a9

Observation 641c272c-c489-442b-a590-e81be29912bc · outbound

This paper cites Health Expectations , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Health Expectations , volume=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.955405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:98b4523f3c933c77798aca71c7145a4b0030295ad76a84f02c6205ca37d72431

Observation a18c2623-7ae7-424e-ac05-b71d94d0b83d · outbound

This paper cites Zeitschrift f.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Zeitschrift f

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.922388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ef36d4c37352249a9d0c7ff0c3d2b175f741be948c985056b8be3dc3ba14919d

Observation ecfbbc14-fbdf-46ba-9178-0afc6e5eb770 · outbound

This paper cites Patient education and counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , volume=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.754744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:2963aed334928e57f21fc76faa8b67bacd10761cd682c98ae7affb3dc6c7ff2c

Observation 9a57274b-7142-4022-93bb-51a91b7b4143 · outbound

This paper cites Patient education and counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , volume=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.659993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:32598553751449dd26eca251e36df029c68f76df7e6ce2ed3ddf5d9e669dc4e2

Observation a2316234-53df-45c8-be87-0ecef16c5799 · outbound

This paper cites Quality Management in Healthcare , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Quality Management in Healthcare , volume=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.626273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:1fd1f28356d81b6dc92ba65093c3d2f66285e691fec42b6606f80954831b211a

Observation ec739425-b868-43e0-8c97-4f39988b882d · outbound

This paper cites Health Expectations , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Health Expectations , volume=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.694274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ef2d68ac9384b0d7fe03960120104a39e396cc55f6c9fa7fbe604c35147642f9

Observation e32e2722-75b8-4a1b-9633-b1584dde874e · outbound

This paper cites PloS one , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability PloS one , volume=

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.721181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:94c36a610672ff3aa4f0dc4e4c6156dfb02b5e1507f3f97f6eff0246b6d3e493

Observation a0201db8-2e16-4455-a879-89e09b8e53ad · outbound

This paper cites Quality and Safety in health care , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Quality and Safety in health care , volume=

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.893528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:7ea58672d2b70179a33dc2da2cc6c9bb7483b99adef4e0f76ec426a2d7bd2656

Observation c077c07c-a19e-4fc2-ae83-3aaba12d3324 · outbound

This paper cites Journal of clinical epidemiology , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of clinical epidemiology , volume=

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.466350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:bd54a46b84bb6ff4b1039e9768a0dc85642b6bc1f30f8b15fe49576e669d4d49

Observation f4b87b20-c6ba-4086-bc28-d51cdcfb21d5 · outbound

This paper cites Zeitschrift f.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Zeitschrift f

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.439674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6689d6b6231b2093f4a04b0b0934dbc8c4b4428eedc4210c5a45938a005313c7

Observation 599326b3-18b0-489d-8430-aef4b98fed97 · outbound

This paper cites BMJ evidence-based medicine , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability BMJ evidence-based medicine , volume=

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.500880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:dc1d492c77c26e537a2f7e035e663a36c2e14fbc53df5ff52044af1ca895d132

Observation 9d85f766-c69e-4ccf-b7f9-067cc67f803a · outbound

This paper cites Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency , pages=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.531219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:1e3fa0cc04039c4f608c9d21f03653a5cda98fe78c3310d6223879d78e418238

Observation 22378111-325d-482c-a7ec-e167f7638dde · outbound

This paper cites arXiv preprint arXiv:2511.06427 , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability arXiv preprint arXiv:2511.06427 , year=

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-11T01:27:46.402146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:da747f4b3db67c82011fa37f1787ab78c6cb457b54dc8c4ff4ced2cfe6d16be0

Observation ff580288-9520-4f77-ba19-66efb84b05b8 · outbound

This paper cites Patient education and counseling , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Patient education and counseling , volume=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.172325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:454d0e41a5b3744230fc4f6728b36f996ab4bd39ecfea02a124501df3b2dfb84

Observation 0de208e6-aeac-4256-afa7-eeb4f5a59339 · outbound

This paper cites American journal of preventive medicine , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability American journal of preventive medicine , volume=

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.670001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:cb95cf5706649a11bad564241931eb878b00d452edfe1df8e47ce2c11703ecba

Observation 23bf5db7-f879-414a-a937-1bccb36651d9 · outbound

This paper cites Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains

Reference 25

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.418785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:436336e7bc414ac7e6062978be61a628ea44365f503cd72d919285e84aa55a99

Observation 2562e1fb-c54d-4478-a826-2655dfcb293b · outbound

This paper cites Scientific Data , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Scientific Data , volume=

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.449097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:a1102ab0ce2d2f9249938a96b04438315af5c4a74b466bf524e76d3ce53eb8de

Observation 3ab653fe-645d-4321-843c-31782bfd30a5 · outbound

This paper cites Evolutionary Intelligence , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Evolutionary Intelligence , volume=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.647952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:3153cad66a564643e70b17041d3c971b51a538b4b74f5897a86c9e068a4e4ced

Observation 9a31ee2c-035c-4dd3-b714-da51d285c01d · outbound

This paper cites JMIR cancer , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability JMIR cancer , volume=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.075872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:beceb5bcb756ebf874749d4c4586c29619e375af9f36d37402014468faad5b92

Observation ad46ef18-d9cb-46c7-8db5-fb00bc4a083c · outbound

This paper cites International Journal of Medical Informatics , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability International Journal of Medical Informatics , pages=

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.572921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:5c787945e72dde77f4f4d81d4561e428f3f940ea63ac2f7bdf38091da59b6806

Observation 18e0d633-9459-4e00-954d-4a7dbd24b280 · outbound

This paper cites Informatics , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Informatics , volume=

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.478187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:f8f1190237ef55135a3e6b242aff007059f05b9a6625a3e2e90bf6b6e0fb00ed

Observation e5372900-3509-421d-aa41-b8d245f280ba · outbound

This paper cites INQUIRY: The Journal of Health Care Organization, Provision, and Financing , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability INQUIRY: The Journal of Health Care Organization, Provision, and Financing , volume=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.302659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:8eb23d05356e430c940ec61ffe9b0f754fe03041cfe852a83789387424de8c39

Observation c502069e-cfd9-4647-ac6a-f57872c4d1c1 · outbound

This paper cites ArXiv , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability ArXiv , pages=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.705823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:30fb00d10bc2206056dcb0edbffc14b0c838b1fc6fc3376e2ae2f1e1713b8dc2

Observation 342aa60a-46e2-4dd2-a26a-0f08491108f9 · outbound

This paper cites Proceedings of the 24th Workshop on Biomedical Language Processing , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Proceedings of the 24th Workshop on Biomedical Language Processing , pages=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.413055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:f2dd574c6e403f6f8688c423656db83fefcf864230eabd106b14c8ccb8572640

Observation e711ab0f-c5cc-481f-b946-b5282b8338c0 · outbound

This paper cites an unresolved cited work.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-07-11T01:27:45.055280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:f8e94e5e550eb7b2c12bd2de18048dd430562f5d3aa24a01c37555425fa227fd

Observation 97e8404d-98d4-4a83-8680-7e04d9ee5c0c · outbound

This paper cites 2022 , school=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2022 , school=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.634428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:a1c488156c8d1e92994a0e3a3033983c6b14bf84db80c9fc3d8be763da7030c5

Observation 59874dc2-8009-483f-ac29-1a342f30eae2 · outbound

This paper cites Cancer Medicine , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Cancer Medicine , volume=

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.136353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6a6a4b6704641b2c2620d0e2172f0da18672aa6fa0ce2e160f2c374bd806e53f

Observation 2bf456be-633a-46dd-ba28-8e08cab04c96 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability The Eleventh International Conference on Learning Representations , year=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.165955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:0da0d75c16e86a8b219cfe207db45c0263fb8cdf16d242e532c63c67a67e92b0

Observation 33d9e8e1-d5e6-44f0-b877-037a4d8b274a · outbound

This paper cites A Survey on In-context Learning.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability A Survey on In-context Learning

Reference 38

Resolution
verified exact
doi, observed 2026-07-11T01:27:45.023067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:b4f3728ebb9cee3433a862cc0308d789ab91ab2e943aa1ec58e4060b6750df70

Observation d057f61f-e1fc-4cff-a139-d8c8996e1f7b · outbound

This paper cites an unresolved cited work.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-07-11T01:27:55.078266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:966495476ab6236635f41ab6964141c49f851af43f63879e5f8487c15350c30f

Observation 5d3920be-6d4b-451f-9c7b-579491a670e4 · outbound

This paper cites 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) , pages=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.195244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:c44352fe993d8b258a75a8237bfc247a3b6cab8a65d9c6b548d19727c63a0633

Observation c19a5586-f563-443e-b870-a196f5b03c6c · outbound

This paper cites 2023 IEEE International Conference on Big Data (BigData) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2023 IEEE International Conference on Big Data (BigData) , pages=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.381208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:030809cbc4db637e12684c72841f0e86bcf114ec1a240f05108e547b4881bed4

Observation 1ce12d1c-1302-4114-8d94-7a3672b1cfe0 · outbound

This paper cites 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI) , pages=

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.499540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:7f031552539e80915f5ef99a6674a8fd5867d488b59e06ba6cebc5f7c887bc43

Observation 30d00864-4d96-4332-b7bc-71adb7ddb77f · outbound

This paper cites 2025 , eprint=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2025 , eprint=

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.819807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:d7166e330768272e8eaf450554c38636400aa6d9daf37075491bab09649f1a80

Observation 9d93f6b4-da99-4f31-8105-07c007e0f10a · outbound

This paper cites Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health) , pages=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.386168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:fff8fd0cbb9ccd81b02a9e448358d6e97eb8e615163181b6243528550deb3f8a

Observation 4e7aefde-3ac4-4874-a1cd-aeb9e601d249 · outbound

This paper cites Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Proceedings of the Second Workshop on Patient-Oriented Language Processing (CL4Health) , pages=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.411535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:4a1cd895ea41916d48d9e8ebd18e43ad58a699ff9c2bb3d4bbb876034f708769

Observation 4290ef23-0485-4f3f-85b7-b1b9c9d02289 · outbound

This paper cites Frontiers in Digital Health , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Frontiers in Digital Health , volume=

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.892267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:19d8f6f8d323e431daf095c07287b7c44e1fa5b5d1783276b0f98119e7412758

Observation f2bb8ec8-91d0-4336-b481-716a2a301a75 · outbound

This paper cites 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI) , pages=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.783724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:78ce59adfaa4531fe7419f4ee48f2810534e5f8045cca0e78d0d901b0d8e7a80

Observation a99c4652-c255-4be1-855b-df099ed676b7 · outbound

This paper cites 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI) , pages=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.856036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:b6011d9666ebfe6155039da34483dcb70b38807143479653213cbc47d0ee9f78

Observation 67a3153a-5ede-4bc9-bcd8-206d78c9b33b · outbound

This paper cites International Conference on Biomedical Ontology , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability International Conference on Biomedical Ontology , year=

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.970800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:bbc60616829813e4c61f71733e7127bc110d40f5c830236ab203fa451481ffa6

Observation 8e16f659-dc68-41ee-847f-7b59d161e070 · outbound

This paper cites Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning

Reference 50

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.926394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:2db57d9d2e4801281bcf90526cee7453b6e0936c24766c58638ce931e47ecb29

Observation 90d69362-2bbb-4542-b178-dd6a9d228de8 · outbound

This paper cites Frontiers in Digital Health , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Frontiers in Digital Health , volume=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.343629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:36c3452793aa957fe302815f526d5eadd935375a040093db7a22b723d8d902cd

Observation 1cfec0fb-30c6-4e97-92a0-121f6cbbeff5 · outbound

This paper cites M ed T em2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability M ed T em2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries

Reference 52

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.390016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:3a84a7f47377be21005b0aaf75b9cf125d791ba6ac03bc13899ba3a57e1d1eb4

Observation 4ffbdb22-69a5-451a-b935-c36f0b4a26d8 · outbound

This paper cites 2024 , eprint=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2024 , eprint=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.345390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:5fde1757f3829e2bb481495ba5b206a1942a6dc99aa508b274777120c264253b

Observation 96628a6b-5a5b-4b37-8f85-b2d6803651ef · outbound

This paper cites Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation , journal =.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation , journal =

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-11T01:27:45.087877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ab4d819c996b75392f18887e0bc3cb6e5be7daec900ae18e65cbb5096a489158

Observation cd7c8810-64e9-4d5f-8634-437c4d2673b8 · outbound

This paper cites Advances in neural information processing systems , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Advances in neural information processing systems , volume=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.272223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:e86b3020fba911f2df1735b2fdacc8445ffaf13b393e9a2331e5be032da88487

Observation 1bf1888d-715d-4bd3-88a2-8871eb22f3a2 · outbound

This paper cites ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.418775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:36ab926357670c29599c935c3cd9996ec62378667d300b926d395f69f322f501

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:27:46.261894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6e2f27ab2fd27bd14b3b91a0e455358140a5851bcde490ee5d46ce7c9e07fe41

Observation 33702bc2-0c1d-4930-8a70-229efbdaeec2 · outbound

This paper cites Journal of biomedical informatics , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of biomedical informatics , volume=

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.310770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6afbbfc19c2f3882a2746830a3724810493273ebcb3dc4eb60185df07db75cea

Observation ecbe780a-cd9d-4983-83db-d74a2f5d47f0 · outbound

This paper cites Journal of the American Medical Informatics Association , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of the American Medical Informatics Association , volume=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.383821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:185a253291c925b57e98b9d6031949c8d2d05559f4ac55c5485aa24496b62a69

Observation cf48a160-36e8-423c-baa7-e24fca975d76 · outbound

This paper cites 2016 , institution=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2016 , institution=

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.576083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:db53d176e9bffc6f2490a65ac95154988309b404289a517ea87b8fe3b33dacd6

Observation 529f4753-4ff0-4a93-a08c-59b90d9cec80 · outbound

This paper cites BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 61

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.881901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:0a7faea36c2408e6f50620d431b93a136efd4657076278d0ce09217cda69795b

Observation 65a777d2-1f84-431c-9e89-fc4cdcd4c268 · outbound

This paper cites Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Reference 62

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:27:46.297340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:e8392c0915c12854180f2219bf45fc519756cd804fc6892f4265d7417e32458a

Observation 193fa73d-b632-42d6-86cf-1740fa30f260 · outbound

This paper cites Advances in neural information processing systems , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Advances in neural information processing systems , volume=

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.151665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:280f50aadc72eb489a4e4b8cd764291e660ee59968f69b145a5bdb07cadf30ed

Observation 9e409cb5-23f3-474d-9f2f-549eb2df2c44 · outbound

This paper cites Annual review of biomedical data science , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Annual review of biomedical data science , volume=

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.515108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:1a33b49b4a086edfea043a46f792d47f3469f9f1dd3eae7529c057c5154b8a13

Observation 50361b34-a863-4dfe-ade1-b56e89148e4f · outbound

This paper cites BMC bioinformatics , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability BMC bioinformatics , volume=

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.413926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6c20a103d9db167e4a480fb3b579aaa8d893bcf8cf4f8ff46f543c7f43b20a21

Observation ee5499a8-3c3d-4919-8fec-1d87726151e0 · outbound

This paper cites Journal of the American Medical Informatics Association , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of the American Medical Informatics Association , volume=

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.767291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:9bdf568ba98be777cc6ae67dc84d7fe4859b262ad8237a534ad55fb3a92ec91f

Observation 8a6cfe3b-bbb3-491b-9e4c-46b4798bc698 · outbound

This paper cites , author=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability , author=

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.347496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:a67dff237ca6e116dfe4551a74fe893aef23f58988376e5e6f65ca6563754d58

Observation 61d19393-b035-4150-bcc9-db13c3412e3d · outbound

This paper cites Deloitte, MedTech Europe , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Deloitte, MedTech Europe , year=

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.381474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:4575f41d1b6a8144dc77ba1d78cd87e4e11be210d4c565f87f7ee5a44d0b613c

Observation c478a9b2-1c9c-489a-a2ec-e9849617916d · outbound

This paper cites Journal of public health , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of public health , volume=

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.474691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:99a7b60babb450f66a43ae6fda8eda21954e332145c54cf79a712904a25ba33a

Observation 1e8dc5ae-9e03-4b52-8b0d-5513c2e4bb52 · outbound

This paper cites NPJ digital medicine , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability NPJ digital medicine , volume=

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.666379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ec1444d261545b03557c16994e609cc1512881a52069b7ad36912dd17f234e16

Observation e9a7af11-11a3-4158-b7ce-8e74835b0612 · outbound

This paper cites Deep Long-Tailed Learning: A Survey , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Deep Long-Tailed Learning: A Survey , year=

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:55.285616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:14307bc03e242760a33692a0e11836b04a0ff49afb9eb772244d5ea8611e36b9

Observation 16b91218-8631-41e8-9f3a-55d5a7e39ded · outbound

This paper cites Scientific data , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Scientific data , volume=

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.314325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:064d49e6ca5117e17cbd05339433aafdd4c50fc8ae2a0e2001746a9065fa7968

Observation 6ef75be1-17aa-4791-b42e-6df7785ab181 · outbound

This paper cites Hierarchical label-wise attention transformer model for explainable ICD coding , journal =.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Hierarchical label-wise attention transformer model for explainable ICD coding , journal =

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-07-11T01:27:44.613030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:c419db9b3f101754d2da1ae8e2f71b857fdeaea5836b6307d8bcdc055077e642

Observation eed54e78-fe92-487e-ac7f-b0ba64f0e4fd · outbound

This paper cites doi: 10.18653/v1/N18-1100.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability doi: 10.18653/v1/N18-1100

Reference 74

Resolution
metadata mismatch
doi, observed 2026-07-11T01:27:44.994607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:add45286a0c4f0f5586d4fee1251618f694a25628ffea2748fea30907f99dda8

Observation c8be7ce2-6260-455d-ab4b-c6a0540a026e · outbound

This paper cites Hierarchical Attention Networks for Document Classification.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Hierarchical Attention Networks for Document Classification

Reference 75

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.964048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:8a794c57d2e5d92dad3301ee06702707dc3c8178e287c2820d68a0b8fcdab72f

Observation 15f3ba81-5ed9-4713-b8f2-dae5cb0d1986 · outbound

This paper cites Measuring Uncertainty in Translation Quality Evaluation ( TQE ).

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Measuring Uncertainty in Translation Quality Evaluation ( TQE )

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.662297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:76c7ab26409c85a365c63a58881d4f4f13171446f2541688975c7cee6828f585

Observation f0641e4b-39bb-46ea-bf97-3225dff524ce · outbound

This paper cites Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models , year=

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.030301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ccd678beb003ecb811e2a2a0bfd7346f73f15ede0cf251cf5a4498aa14bf4e46

Observation 5d52b650-905f-42b1-96c9-11df35442490 · outbound

This paper cites Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition , year=

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.058250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:d87a5e7e824596611dc242ca4538143ccff3a6ed1353d8c1c9b896e9210f2f70

Observation 13755f66-524a-4fc4-bc7f-abd7082be13f · outbound

This paper cites 2023 , booktitle=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2023 , booktitle=

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.418354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:ecf9e97543716cedcbf4226f039abfcdc8c4203c639dd697351f2828208a016d

Observation e5c996ed-feb9-437b-829b-f79ae0fce442 · outbound

This paper cites 2023 , url=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2023 , url=

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.459326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:95eefdba787977e7dff6527623f23f8436d5f44ce7a3cda658dc69f51356ac51

Observation e18fe52a-dbbb-48e9-9695-55cf651d83ea · outbound

This paper cites 2023 , eprint=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2023 , eprint=

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.352082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:728fa5eaa6b53d33ffad3693a6229866d4b2bca6841ae2b679e113e5a0b37501

Observation 084358da-7a56-4711-a031-f857ec1b8ab0 · outbound

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

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 82

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:27:46.329898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:5dd03ae86b41edb8635e034a0053916395f7a137e10c709b01d97000cada31c7

Observation 0d2b86d4-17e8-4e78-b05b-f4f58786ea33 · outbound

This paper cites Applied Sciences , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Applied Sciences , volume=

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:56.188253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:d4917ae2a24b86330c17d5423a2a8ae8c109b66756565c22ca6d4a8ff584060b

Observation 1d39364c-bc4c-4f12-bda2-48a99ce2f2ea · outbound

This paper cites Constructing Bi-Order-Transformer-CRF With Neural Cosine Similarity Function for Power Metering Entity Recognition , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Constructing Bi-Order-Transformer-CRF With Neural Cosine Similarity Function for Power Metering Entity Recognition , year=

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.320752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:65a56e7f40e7379f185336f95836f9e68814734ac046b79dc4d98fe73c5168ab

Observation e85f26e3-9384-484b-b100-a34f72fd6b72 · outbound

This paper cites Chinese Named Entity Recognition based on BERT-Transformer-BiLSTM-CRF Model , year=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Chinese Named Entity Recognition based on BERT-Transformer-BiLSTM-CRF Model , year=

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.385489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:fa79cd423487178431af40f0903968239280f3f6e0959634f0c65f442b86c84d

Observation 3288f347-3845-4b2d-8b7c-590e0dc45eff · outbound

This paper cites Using Bidirectional Transformer-CRF for Spoken Language Understanding.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Using Bidirectional Transformer-CRF for Spoken Language Understanding

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.485619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:7952dbde8a59d3ad67344fa9ea7373c5c8903b966149ef7b473bd16447773ecd

Observation c711290a-0434-4af0-9c40-0c222f1d288f · outbound

This paper cites Proceedings of The Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021) , pages=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Proceedings of The Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021) , pages=

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.695202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:9beb5fe154ae4950fe26e91fbf32eddbdf702dbb04630ece5026037f76cbd4e9

Observation ca4256cf-a07a-40d3-9563-c71d174cea91 · outbound

This paper cites TENER: Adapting Transformer Encoder for Named Entity Recognition.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability TENER: Adapting Transformer Encoder for Named Entity Recognition

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-07-11T01:27:46.227380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:bc1fe51f10393aac1f8c9d40a01a286cfd580584d71d0826b578b00e308bcaaa

Observation 42bc4c78-0a02-4907-a22a-a1c6251fa06c · outbound

This paper cites A transformer-based deep learning model for recognizing communication-oriented entities from patents of ICT in construction , journal =.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability A transformer-based deep learning model for recognizing communication-oriented entities from patents of ICT in construction , journal =

Reference 89

Resolution
verified exact
arxiv_id, observed 2026-07-11T01:27:45.195242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:f586472beaf7689ac548cb34a712d101256d033e561bf6b1885ea3f15d03b5fa

Observation 7b391b48-4190-4ba3-8574-800d34960329 · outbound

This paper cites and Chao, Lidia S.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability and Chao, Lidia S

Reference 90

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.328425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:e7ce55b87a8fc391e206f7c0b51e1ffe005b38ca084ea151454472637b9bae3e

Observation b39e1906-e6ef-48e8-b234-c05288703a0e · outbound

This paper cites an unresolved cited work.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-07-11T01:27:54.066231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:b8e030733e94a8710f3bf0b8900bf0f39ea26765ae14375e4b471b13be805be5

Observation 9e7bd74f-ce2a-48ac-8df0-d17c23e78b8d · outbound

This paper cites Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking

Reference 92

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.841676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:9eee4567249431ac9d4181ce10572e376db25a1709ab15d6708e9ed80710d2a4

Observation 93ff8376-eb3b-45bb-a2dc-0285f024c07e · outbound

This paper cites 2018 , publisher =.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability 2018 , publisher =

Reference 93

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.447733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:6bc9a37849e4e60b3a93214c8c7bed6a7b9563bf291b9431aa9e5cfa8dcd021e

Observation 13fd119d-e5e1-4257-bb67-03f113f3ac31 · outbound

This paper cites EDU-level Extractive Summarization with Varying Summary Lengths.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability EDU-level Extractive Summarization with Varying Summary Lengths

Reference 94

Resolution
verified exact
local_arxiv, observed 2026-07-11T01:27:44.479324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:5d2b6d10681a32d64ed38f7eef3935ef567c7dcd3a0afd4c11561c8b03b68c3b

Observation 00400985-4ab0-4a12-bbd2-ad8d39d9f312 · outbound

This paper cites Journal of the American Medical Informatics Association , volume=.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Journal of the American Medical Informatics Association , volume=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.703933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:4f788d20a58c7338731193f15ea0a0c33a73dc42851f2c9699b1595b9913348d

Observation 86ef449c-dd1b-48fe-ae91-ed026a6639d0 · outbound

This paper cites Diagnosis Certainty and Progression: A Natural Language Processing Approach to Enable Characterisation of the Evolution of Diagnoses in Clinical Notes.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Diagnosis Certainty and Progression: A Natural Language Processing Approach to Enable Characterisation of the Evolution of Diagnoses in Clinical Notes

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:53.793589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:583ee11465f97d71ed2db000369a93ef38f7da97dfcfe36b6cf3d164f5339197

Observation 0a52186d-9c8b-4e88-a79b-dcc4c1777487 · outbound

This paper cites A Transformer-based Machine Learning Framework using Conditional Random Fields as Decoder for Clinical Text Mining.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability A Transformer-based Machine Learning Framework using Conditional Random Fields as Decoder for Clinical Text Mining

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:54.838685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:1d5ec0ba16a8f11d84c27d1396787d478c5c4ffeb1d48042c7fd3fc2d057ff04

Observation 51f0f026-df95-4f18-9787-6d3fd6127b9e · outbound

This paper cites Publicly Available Clinical.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability Publicly Available Clinical

Reference 98

Resolution
verified exact
doi, observed 2026-07-11T01:27:44.729311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:1dd3c5c0d4b1773e3896dd4474edb43b92872c1513cbbd2779ce7aa501e8d42f

Observation 68da00f3-8dea-4ddc-9db9-d0140dd42238 · outbound

This paper cites and McCallum, Andrew and Pereira, Fernando C.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability and McCallum, Andrew and Pereira, Fernando C

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.214891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:12f98cafe5aacfe1f464afbe1b8d959b2c59735a69b8587e089f5f91af4db62d

Observation efeecbf1-4e16-4d80-b2fb-6d930986332d · outbound

This paper cites and De Meulder, Fien.

Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability and De Meulder, Fien

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:27:57.537474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-07-11T01:18:34.785275Z digest=sha256:2f56b5dcdd0ac349d03024132f770a327a9f1c178c19aadb34f6be2f4a4a0706

Pith citing papers

No inbound Pith citation observations are available.