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Paper Citation Record · LEDGER

Do We Still Need Clinical Language Models?

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 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 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:33:20.078108Z

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-13T23:19:46.231145Z digest=sha256:e72396e1377a247e4bb2e59b525af21876fdae5ab8cc30d6dcddc2421784ac15

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-24T04:32:33.271634Z digest=sha256:8185ee25f494a95e59b980e7b29dc9959b795ce08b3cf1c8a6a662fb43d5cf95

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-11T13:02:43.571234Z digest=sha256:07d69efa287528f636882edce3d2bc43769224fc3c3d54f4819aa41595dd2893

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.

source=arxiv_source observed=2026-08-07T11:33:20.078108Z digest=sha256:b33b435c360f3fdaaef1505bd148794e75407a65c6c360458e8da6b0ffe09ab8

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.

source=arxiv_source observed=2026-08-07T00:49:10.521092Z digest=sha256:83563932354b22077342b2aa3f50bb46d4d59d58be8806fc1bfa4d6eac5d83c2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T18:39:10.166378Z digest=sha256:398e4ac4b8bf877cc663f0969bc2f1b10000de36ac39513f05bf1d0e95aff40f