Paper Citation Record · LEDGER

A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2409.15277.

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

pith.paper-citation-record.v1
2409.15277 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:28:11.154915Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:24:39.884389Z

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 172187bf-066f-4591-a140-047a02c0dc5b · inbound

DiffKV: Differentiated Memory Management for Large Language Models with Parallel KV Compaction cites this paper.

DiffKV: Differentiated Memory Management for Large Language Models with Parallel KV Compaction A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T22:51:12.264788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa2cb9b1-4f8f-4f6f-b7fa-b3ad31cdc4bb · inbound

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:36:50.295608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f06fd7dc-6a73-47ed-8f03-5eb7e7436b7f · inbound

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators cites this paper.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.357288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a94890f-9e2a-447c-bc70-0a8631f0a31b · inbound

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot cites this paper.

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T23:56:16.994378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4013a7-691d-4102-a649-b91cdc9f4e98 · inbound

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model cites this paper.

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:45:04.038171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c348976a-fe2c-4d1f-9b59-55dc43f7fabc · inbound

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization cites this paper.

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:11.154915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe1c814-4768-499b-acd5-a207fb59d080 · inbound

MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities cites this paper.

MoL for LLMs: Dual-Loss Optimization to Enhance Domain Expertise While Preserving General Capabilities A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:44.471559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb96894-1c47-4a7a-af57-6915fbf06936 · inbound

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL cites this paper.

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:35.953046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21472ea8-336c-4bdf-bdf7-3dd39e5603bd · inbound

Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation cites this paper.

Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:35.983531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ceb2bf4-31f3-4871-9975-592c9fcb1d87 · inbound

Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains cites this paper.

Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:33.628956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dee2162b-5f07-40fc-bf91-caebfe76be50 · inbound

A global log for medical AI cites this paper.

A global log for medical AI A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:34:00.846485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94634b25-179b-4e18-8477-8e77774a18fd · inbound

Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight cites this paper.

Scalable Stewardship of an LLM-Assisted Clinical Benchmark with Physician Oversight A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:23:23.766280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2fd62f64-ea25-406c-ac8e-16a1df50a0ec · inbound

When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation cites this paper.

When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:24:39.886038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5c60e53e-9815-4394-afa7-b1c817a807df · inbound

When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation cites this paper.

When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T13:17:17.241607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.