Paper Citation Record · LEDGER

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.04142.

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

pith.paper-citation-record.v1
2507.04142 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:58:37.787237Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

33 of 33 outbound references displayed

verified exact1
verified fuzzy2
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3cce8538-dd2a-4450-a77e-4464e714d56c · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.380368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6edc4b6-4bbe-41b5-b86d-613162d02600 · outbound

This paper cites write newline.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.505267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa4e7460-c10e-42e9-8cf2-fbf5cd87f70b · outbound

This paper cites GPT-4 Technical Report.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.608668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04385bf-7717-41ef-884b-ebcf56d16da8 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.719760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5cb1a16-2cc8-4a96-81a4-8812e7aa7c80 · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.814806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814f30ac-c7a6-4fa8-8af4-6cfd30a67c9b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:34.898926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1542b71f-93e6-4b7b-84a5-4f729c8fe934 · outbound

This paper cites The Llama 3 Herd of Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:35.034025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2df8cf8-54ce-4a72-8f76-6174a293c992 · outbound

This paper cites J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:35.162736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e54681-2dc4-4839-8b7e-6b98f0bb9d7e · outbound

This paper cites E.; Pollard, T.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies E.; Pollard, T

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:35.293200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ff2731d-df39-421e-bb8b-f8fa9f044573 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:39.563037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60b454d6-654d-4e54-90a4-2a2c6298ce9e · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:39.462426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f98e2c57-c253-4b1e-ac93-d2477d858edd · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:39.377382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f112adb-7476-4f6a-98d3-18eb9dfa2464 · outbound

This paper cites Large Language and Reasoning Models are Shallow Disjunctive Reasoners.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Large Language and Reasoning Models are Shallow Disjunctive Reasoners

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:58:38.437378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4954a4c-9d5d-48f7-a134-bccdc09b9109 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:39.272008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74f1f8e8-2a23-4e65-8f5d-04794223b666 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:36.019548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b38bd4-f306-49ab-a5c2-5dc9a57381f3 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:39.134811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0201270e-fd6e-4c99-a112-338a45d35d92 · outbound

This paper cites Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:36.232363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11300047-0100-41d6-8187-d94d83fae0bd · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:36.328613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0bf0fc4-6a45-4ad9-838e-269fb67873ec · outbound

This paper cites J.; Gur-Ari, G.; Michalewski, H.; Austin, J.; Bieber, D.; Dohan, D.; Lewkowycz, A.; Bosma, M.; Luan, D.; et al.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies J.; Gur-Ari, G.; Michalewski, H.; Austin, J.; Bieber, D.; Dohan, D.; Lewkowycz, A.; Bosma, M.; Luan, D.; et al

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:58:39.043061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a5dfec4-21e8-4cc4-934c-14035ee140fc · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:38.946589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab782a3a-5a37-482c-a5d4-38272ce6dd77 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Measuring and Narrowing the Compositionality Gap in Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:36.637297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7a5a0c-758c-4b4b-bcb3-3991a176f22a · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:58:38.251581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de9e10c8-82bd-47a5-b2cd-0fe533a3662a · outbound

This paper cites M.; Bedrick, S.; and Hersh, W.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies M.; Bedrick, S.; and Hersh, W

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:58:38.861947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a621f44d-52a0-4e62-9d32-3284479e619f · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:58:38.684603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d9386de-c2a1-4b62-b769-ddfa9ceb9389 · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.027394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87dec6d5-391e-4110-b984-98115b1a4bbb · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.155059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efb8c8f-4576-431a-a5a0-e61c55fdcfa8 · outbound

This paper cites V.; Zhou, D.; et al.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies V.; Zhou, D.; et al

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.249565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee37e67c-2d60-464b-b60c-55cf283631b1 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.388751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11762cd9-3755-4cb3-bc53-7c0b50144d95 · outbound

This paper cites Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.536494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deffd2b7-29a1-48c7-a076-c480cf013b62 · outbound

This paper cites Qwen2 Technical Report.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Qwen2 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.628778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e34e5f65-9356-43ad-86c0-fb9aa58cb821 · outbound

This paper cites an unresolved cited work.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.692986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6d29b8-3d4f-40aa-a26c-e2931ad03d7c · outbound

This paper cites Benchmarking Reasoning Robustness in Large Language Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Benchmarking Reasoning Robustness in Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.741861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11d09d17-f5dc-4902-82fd-67eb2d12c2e9 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies Automatic Chain of Thought Prompting in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:37.787237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.