Paper Citation Record · LEDGER

Do We Still Need Clinical Language Models?

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2302.08091.

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

pith.paper-citation-record.v1
2302.08091 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:28:06.145020Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T04:32:33.631193Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 67ef661a-2710-4aad-939b-2e3e1584ecac · inbound

BloombergGPT: A Large Language Model for Finance cites this paper.

BloombergGPT: A Large Language Model for Finance Do We Still Need Clinical Language Models?

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T23:19:46.717536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cdc19f07-da0a-4708-af92-ddf113c94f38 · inbound

Towards Expert-Level Medical Question Answering with Large Language Models cites this paper.

Towards Expert-Level Medical Question Answering with Large Language Models Do We Still Need Clinical Language Models?

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:32:33.634293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1152fd24-0bf5-4e77-b697-500fcbc1f056 · inbound

Are Clinical T5 Models Better for Clinical Text? cites this paper.

Are Clinical T5 Models Better for Clinical Text? Do We Still Need Clinical Language Models?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T20:20:59.493824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1dd8d8-a9ff-4a91-82e0-2350b5261d81 · inbound

Large Language Models for Medical Forecasting -- Foresight 2 cites this paper.

Large Language Models for Medical Forecasting -- Foresight 2 Do We Still Need Clinical Language Models?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:39:03.440901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6b440dd-0aad-470d-a925-4d99b9b6887e · inbound

Clinical Trials Ontology Engineering with Large Language Models cites this paper.

Clinical Trials Ontology Engineering with Large Language Models Do We Still Need Clinical Language Models?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:19:13.329433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3905182e-5896-4a0f-a285-5af02864a052 · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist Do We Still Need Clinical Language Models?

Reference 194

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:02:45.147538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a33f0dd3-a065-485b-a59f-a3fdde9bd405 · inbound

WenyanGPT: A Large Language Model for Classical Chinese Tasks cites this paper.

WenyanGPT: A Large Language Model for Classical Chinese Tasks Do We Still Need Clinical Language Models?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:28:06.145020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376b7970-b32e-4a87-a23f-7a2847f5a620 · inbound

CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation cites this paper.

CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation Do We Still Need Clinical Language Models?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:20.078108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36a5648a-572b-4b23-abfb-d1c39f737ba1 · inbound

Enhancing Clinical Models with Pseudo Data for De-identification cites this paper.

Enhancing Clinical Models with Pseudo Data for De-identification Do We Still Need Clinical Language Models?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:10.521092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f06446-8d75-4702-a38c-d63fb40595bd · inbound

Yale-DM-Lab at ArchEHR-QA 2026: Deterministic Grounding and Multi-Pass Evidence Alignment for EHR Question Answering cites this paper.

Yale-DM-Lab at ArchEHR-QA 2026: Deterministic Grounding and Multi-Pass Evidence Alignment for EHR Question Answering Do We Still Need Clinical Language Models?

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:10:53.329050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.