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Paper Citation Record · LEDGER

Large Language Models Encode Clinical Knowledge

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2212.13138.

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

pith.paper-citation-record.v1
2212.13138 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T21:28:30.988995Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
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  • 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 7d666164-e69e-43d1-9965-309b6f602f02 · inbound

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning cites this paper.

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Large Language Models Encode Clinical Knowledge

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:14:16.514281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T09:13:30.054153Z digest=sha256:f3734e1ac50329b0e73d50ff01522af667cc37a73d5b67b12fd70e73ac2effbc

Observation a74c4551-59df-4e96-a976-b03b27963460 · inbound

Capabilities of GPT-4 on Medical Challenge Problems cites this paper.

Capabilities of GPT-4 on Medical Challenge Problems Large Language Models Encode Clinical Knowledge

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T13:43:34.826596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-15T13:43:34.786794Z digest=sha256:4dd3a0372e8cd6d57c2b2b60044483044b01b8f7e0ef43bc4ae0f11db96162c7

Observation 2e29cc7d-190f-40ce-94f5-07ad63c188a1 · inbound

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

BloombergGPT: A Large Language Model for Finance Large Language Models Encode Clinical Knowledge

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-13T23:19:46.771895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-13T23:19:46.231145Z digest=sha256:7403485b1b26f04e9791b66c9abb9009c2508499485317a19b47c3a0dc6ea433

Observation d410e540-54ed-4344-8e5f-c85668cf6dbc · inbound

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

Towards Expert-Level Medical Question Answering with Large Language Models Large Language Models Encode Clinical Knowledge

Reference 109

Resolution
metadata mismatch
arxiv_id, observed 2026-05-24T04:32:33.623662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-24T04:32:33.271634Z digest=sha256:433b57d9cbc3a8fbad9e7e97ff51a7cbe44b5189ca42752b709e8e8098614516

Observation 8589acac-f27c-427e-9ce3-b7f3180081e4 · inbound

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering cites this paper.

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Large Language Models Encode Clinical Knowledge

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T23:08:21.786965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-15T23:08:21.673251Z digest=sha256:3365a83852a14866b58908ca1c1491c1b61aeb4f698fa2ee7b13400440511b73

Observation 8e1adf84-99d1-4ac9-86f9-3c77c807ed29 · inbound

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation cites this paper.

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation Large Language Models Encode Clinical Knowledge

Reference 254

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:06:44.583011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-13T20:06:44.480769Z digest=sha256:1c5d131fe25650b0a3603a892fbd1f407796ed65381bf34f91690c1cf0549aaf

Observation 062df0b0-f55e-423e-a481-eadec4b02362 · inbound

Data-Centric Foundation Models in Computational Healthcare: A Survey cites this paper.

Data-Centric Foundation Models in Computational Healthcare: A Survey Large Language Models Encode Clinical Knowledge

Reference 273

Resolution
verified exact
arxiv_id, observed 2026-05-24T04:13:52.702552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T04:13:05.328492Z digest=sha256:94ed0e90151ae43617f4ea998c67d80430f614ebee203e6578a4c80a223fc52a

Observation 9af0dd2c-6225-4058-9295-bcb5075113dd · inbound

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval cites this paper.

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Large Language Models Encode Clinical Knowledge

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:07:16.376861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-15T13:07:16.151160Z digest=sha256:cb81d57df4f08151c0ca8f47b35bf363c4df02a1af102a68edd33fc0a3afe562

Observation e4959103-502a-4204-bb6d-9f94740e203c · inbound

Large Language Models: A Survey cites this paper.

Large Language Models: A Survey Large Language Models Encode Clinical Knowledge

Reference 76

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:22:55.159436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-11T15:22:54.023279Z digest=sha256:65dfaec8b2903244ecfd7718bf3e8d96e214ed2dfa35697b3449d7987fe24730

Observation eaabcb7b-6d4a-4eea-84fe-0718de41beed · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist Large Language Models Encode Clinical Knowledge

Reference 191

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:02:45.127857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-11T13:02:43.571234Z digest=sha256:e1201e3958d9db7b1d80f12973e2617c8452283ac03306faa5c9f847b1db1d66

Observation 7873690a-199b-4441-acbb-c4db10a24b0a · inbound

MedGemma vs GPT-4: Open-Source and Proprietary Zero-shot Medical Disease Classification from Images cites this paper.

MedGemma vs GPT-4: Open-Source and Proprietary Zero-shot Medical Disease Classification from Images Large Language Models Encode Clinical Knowledge

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:48:21.132872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-16T19:46:28.181690Z digest=sha256:d18fbd5887fcbabf0b206571d7fe97394ae0d2b4af2080bbc4243ce769746929

Observation 929ea29e-39d4-4de0-92ca-dc0d89007ff4 · inbound

CausalFlip: A Benchmark for LLM Causal Judgment Beyond Semantic Matching cites this paper.

CausalFlip: A Benchmark for LLM Causal Judgment Beyond Semantic Matching Large Language Models Encode Clinical Knowledge

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T21:28:30.988995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:28:30.988995Z digest=sha256:a73cc8afcbe44ab4618559f322a640d5753df781c258a524d7a5b17fbddb97ff

Observation f218dddf-685a-4d4a-ab83-acfae4e1eddc · inbound

CareTransition-Audit: A Benchmark to Audit Discharge Summaries for Efficient Care Transitions cites this paper.

CareTransition-Audit: A Benchmark to Audit Discharge Summaries for Efficient Care Transitions Large Language Models Encode Clinical Knowledge

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T23:50:54.813012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T18:50:37.836368Z digest=sha256:3d9ba24afc5a8c68af97fee0c72fe4a7847dd9d0cc2858461d10da2ec69af49c

Observation 25b4ca46-9a39-4efc-84ff-6b924938177c · inbound

Vision-Language Foundation Models for Comprehensive Automated Pavement Condition Assessment cites this paper.

Vision-Language Foundation Models for Comprehensive Automated Pavement Condition Assessment Large Language Models Encode Clinical Knowledge

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:41:21.749374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T17:30:39.410040Z digest=sha256:874b6305470533ad5cc9bd58c7500410caea33971343dd2ea06ad28ce8ec6bff

Observation 98cde774-766f-4b01-bf37-530b1fbba1d3 · inbound

Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models cites this paper.

Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models Large Language Models Encode Clinical Knowledge

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T08:21:00.349965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T16:41:37.207910Z digest=sha256:f5ba9edf6065ec24827e0b1f2939b1dbbd68002f49b7204e8ef0f5f0b55135dc

Observation 0a25f4bf-be6f-4065-9894-4f3af56c5407 · inbound

Compared to What? Baselines and Metrics for Counterfactual Prompting cites this paper.

Compared to What? Baselines and Metrics for Counterfactual Prompting Large Language Models Encode Clinical Knowledge

Reference 120

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T19:05:10.583975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-05-09T19:02:46.991897Z digest=sha256:345f4e913410ab2a9968e3511b4545c0420b02529b137e70728808f96471b44d

Observation 039492cf-f463-4c5c-878f-388127e92c16 · inbound

Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial cites this paper.

Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial Large Language Models Encode Clinical Knowledge

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:20:12.413120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-07T04:19:16.744192Z digest=sha256:0426adb8fc674de2bbbf8618296e4132d88ca1994e38db9b9681afd68175b0f9

Observation f4268ff1-8be6-4a95-bbaf-639b2aa6ed8f · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model Large Language Models Encode Clinical Knowledge

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-15T03:19:43.562763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-15T03:17:23.202604Z digest=sha256:0a3e634816ac159703af3ae005fd09bab8806ac9f2b4682fce29b605e6f1cf3b

Observation 7c2f4313-8e2d-4f94-81c7-8213211c8221 · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model Large Language Models Encode Clinical Knowledge

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-21T08:39:53.664009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T08:36:31.022046Z digest=sha256:52e1c31a105482e8dd3d24b98828a36d087055214ee45b3ab0d3b0188a5771a2

Observation 5f415bf6-4c25-4bae-84bf-90da213c6ee8 · inbound

LLM Doesn't Know What It Doesn't Know: Detecting Epistemic Blind Spots via Cross-Model Attribution Divergence on Clinical Tabular Data cites this paper.

LLM Doesn't Know What It Doesn't Know: Detecting Epistemic Blind Spots via Cross-Model Attribution Divergence on Clinical Tabular Data Large Language Models Encode Clinical Knowledge

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T00:49:19.116062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-06-26T20:55:17.597719Z digest=sha256:fb5ec38394aae3ca6782cf2c9fc39f7d8d70f59aa101053b9e63ecd91500b247

Observation be0aa555-7a63-4433-9e7b-15cc7c2cb860 · inbound

A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training cites this paper.

A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training Large Language Models Encode Clinical Knowledge

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-06-30T01:34:09.806125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-06-30T01:29:19.877774Z digest=sha256:fc49de260958223813bb08018d3b763604f4ec4279b1abf2f21b186b92344f0e

Observation ac1cb6ea-e4ba-48c4-98ca-56ed694b7e84 · inbound

TriageRA-CCF: Source-Side Clinical Confidence and Coverage Signals for Adaptive Rank Budgeting in Medical LLMs cites this paper.

TriageRA-CCF: Source-Side Clinical Confidence and Coverage Signals for Adaptive Rank Budgeting in Medical LLMs Large Language Models Encode Clinical Knowledge

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:44:21.890716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-06-30T07:40:21.132616Z digest=sha256:190fd2c4269d9e093803744017fda443b8c0bf52fd02341d3736aa9bfdccfb76

Observation 2dcf5601-a7f3-4583-95cc-7b2c15560959 · inbound

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering cites this paper.

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering Large Language Models Encode Clinical Knowledge

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:05:40.972514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-01T05:53:55.141657Z digest=sha256:f652b1373061a03694e1f734f90d2c52afa8b9450eb1190594cb069ae4b8bb1f

Observation d60e7f1f-aa8d-49b0-be77-f0fe2697a7d7 · inbound

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering cites this paper.

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering Large Language Models Encode Clinical Knowledge

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T19:57:19.027213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-02T19:53:25.252752Z digest=sha256:7c8ad92a00b863d958a09bd7be039eb8e6d7af9b6a2c079076cd01416ba529cb

Observation 4fae1ad7-f2ec-4d3f-9074-460d5d882040 · inbound

MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation cites this paper.

MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation Large Language Models Encode Clinical Knowledge

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-13T05:07:42.040673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T05:07:42.040673Z digest=sha256:d4f02e08a20e84ad42230e90fd61d29c65591b9019699a51ad1a67ac7a5de549

Observation f508afda-9752-4fa1-aa52-4d8214ec7c63 · inbound

MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation cites this paper.

MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation Large Language Models Encode Clinical Knowledge

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T07:43:27.075346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:43:27.075346Z digest=sha256:3da01e2fc77c0d29c691938d1f2f76e5d50186f5231e6ceed38d25b78e1d4a08

Observation bdded0a2-939f-46ef-b672-af3a59736e8d · inbound

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects cites this paper.

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects Large Language Models Encode Clinical Knowledge

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:19.533264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:19.533264Z digest=sha256:677a7ec3bd0d1417cb3fdd9a534d8740b8acbd9e9b37f459f99edaf0b3baca65

Observation 993d4b86-6309-48ac-b67f-854408bfad56 · inbound

MyoCardBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios cites this paper.

MyoCardBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios Large Language Models Encode Clinical Knowledge

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T03:12:43.820465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T03:12:43.820465Z digest=sha256:9e507afff0376aee4a48a88761513f1416e39270b70543f395757500f93b09fe