Paper Citation Record · LEDGER

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.03028.

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

pith.paper-citation-record.v1
2608.03028 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:18:55.732370Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy13
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a5b90f7-3260-45ff-89cf-03937ef9b68f · outbound

This paper cites Nature , volume=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Nature , volume=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.371122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea271383-1387-4bfb-bac5-2902793d7785 · outbound

This paper cites Nature medicine , volume=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Nature medicine , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.410242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad91793c-a0f8-41d6-9707-bbbe990987b3 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.476639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c06fcf4d-3346-49f6-a94d-7e0942c3f600 · outbound

This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.368284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6ca38578-7fe8-46a1-b230-56d3ff57ba66 · outbound

This paper cites MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.515412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 943b032a-e9b7-40cc-a377-5938ff4fed9f · outbound

This paper cites MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.519917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e295edd0-e6ee-40e4-abfa-64ea625919ae · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.357952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa91be69-e7b7-4d51-be3b-c3ae1499bb08 · outbound

This paper cites medRxiv , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning medRxiv , pages=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.348998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c72ce75-87df-4b72-8e2e-877d2c5ec289 · outbound

This paper cites 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) , pages=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.339883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac1387b9-f274-4717-ae3d-e61c898025b7 · outbound

This paper cites RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T04:18:55.949097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd99a8c2-ae09-404f-897c-fb493f8a0841 · outbound

This paper cites an unresolved cited work.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:18:56.330915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b986219-cffb-44c6-97b2-167d403ec47b · outbound

This paper cites 2025 , publisher=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning 2025 , publisher=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.321047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94eddf0b-a3dd-4c32-9f79-b36669a990e0 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.310497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1cb45a8-0d95-40ca-93a1-87f7783fdfa2 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.299930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c47f7079-db57-46f4-9bba-e4195d60cf29 · outbound

This paper cites medRxiv , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning medRxiv , pages=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.289011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e61f140-3960-4db6-b576-ca89daf8b18c · outbound

This paper cites Journal of the American Geriatrics Society , volume=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Journal of the American Geriatrics Society , volume=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.236860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4ba9b25-a0c1-422d-b1a6-152f82f14682 · outbound

This paper cites The Journal of Pediatric Pharmacology and Therapeutics , volume=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning The Journal of Pediatric Pharmacology and Therapeutics , volume=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.181277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71df8c4d-baf2-49dd-9e86-0f91e9e1ccb8 · outbound

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

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Advances in neural information processing systems , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.563704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df1c1dc7-76a8-4555-88a7-e7e85f76191f · outbound

This paper cites Proceedings of the 2020 conference on empirical methods in natural language processing: system demonstrations , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Proceedings of the 2020 conference on empirical methods in natural language processing: system demonstrations , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.566934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67bfa89f-460d-4ed7-85b5-3536f0b6c4dd · outbound

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

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Advances in neural information processing systems , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.570147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57cc1a0-decf-4924-9f8e-328d28521bec · outbound

This paper cites International Conference on Machine Learning , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning International Conference on Machine Learning , pages=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.112481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63338260-3faa-4f30-8de3-0ed5ceae3375 · outbound

This paper cites MedGemma Technical Report.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning MedGemma Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.576464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf73a13-10bb-4766-8910-252e0fc4d195 · outbound

This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.579934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ebed8b-5c34-49d5-830c-5d50e6d4baf1 · outbound

This paper cites arXiv preprint arXiv:2510.08668 , year=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning arXiv preprint arXiv:2510.08668 , year=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.583347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb94082b-f2bf-4b87-a709-28a92dffadf4 · outbound

This paper cites Findings of the association for computational linguistics: EMNLP 2023 , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Findings of the association for computational linguistics: EMNLP 2023 , pages=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.044431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c37639a-4f9e-45e4-844b-672cd560005e · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2026 , pages=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Findings of the Association for Computational Linguistics: ACL 2026 , pages=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:18:56.001130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ed104b1-045f-45bb-be13-6d1af22328ed · outbound

This paper cites Baichuan-M2: Scaling Medical Capability with Large Verifier System.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Baichuan-M2: Scaling Medical Capability with Large Verifier System

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.592670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2078696-e8a3-402a-82a7-a7684e07012c · outbound

This paper cites 2025 , eprint=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.611943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a855a5d-000c-498b-87b4-9899189ac69e · outbound

This paper cites Neural Information Processing Systems , year=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Neural Information Processing Systems , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.648930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1b8289-e4c3-4b6b-b706-f765c1a162be · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning gpt-oss-120b & gpt-oss-20b Model Card

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.668487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a58898-e971-4d88-bb6e-fff8ba14d650 · outbound

This paper cites Qwen3.5-Omni Technical Report.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Qwen3.5-Omni Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.688488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66fd13da-df70-460d-8120-e261e91dfeed · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.707770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae92104-263f-4d77-a9a7-aef190468b81 · outbound

This paper cites OpenAI GPT-5 System Card.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning OpenAI GPT-5 System Card

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.724750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9bb3b99-0d6a-4ac2-99ba-dfad1761c0f6 · outbound

This paper cites arXiv preprint arXiv:2606.19348 , year=.

Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning arXiv preprint arXiv:2606.19348 , year=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T04:18:55.732370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.