Paper Citation Record · LEDGER

MedCoT: Medical Chain of Thought via Hierarchical Expert

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2412.13736.

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

pith.paper-citation-record.v1
2412.13736 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:39:47.103067Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:57:31.614705Z

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 7395ce6e-4f7e-4321-af8c-a31d394e9063 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 153

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.255952Z

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 0a12e062-636d-48be-8e4c-1e686f9ad8c8 · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 114

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.307497Z

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 093c8aad-51ea-4e4a-aca4-d07cecdb0241 · inbound

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification cites this paper.

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:47.103067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0925c016-6e7f-4623-b05d-652e7cb02c6f · inbound

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects cites this paper.

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:02:52.541026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9258f14-e6f7-44e0-81db-b502c2b67f46 · inbound

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making cites this paper.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:40.319864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8baac434-f89a-488d-a89e-234dfd4f7671 · inbound

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning cites this paper.

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:02.750195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ab2436-87e7-4f78-94c6-47d7493cd9ed · inbound

RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints cites this paper.

RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:57:22.698599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac93fe8b-42b7-47d1-9945-99ab4958ccc8 · inbound

Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning cites this paper.

Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:59:12.703977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19609f5-f58f-4e6d-bc93-569858f7ea8e · inbound

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA cites this paper.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:01.699812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ecddfb4-72aa-446b-b3d8-b41af1653f75 · inbound

4KAgent: Agentic Any Image to 4K Super-Resolution cites this paper.

4KAgent: Agentic Any Image to 4K Super-Resolution MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:39.083820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3a2c91-7e22-4437-a36e-e40dd505295a · inbound

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning cites this paper.

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T16:21:43.179799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c18e2af-5b60-4eda-b163-3ca8d645e2a8 · inbound

Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry cites this paper.

Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T00:24:47.123696Z

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 2a4e4777-ae4c-404e-b052-0d3a9cca8c29 · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 89

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T18:57:31.616011Z

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.