Paper Citation Record · LEDGER

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

As of 23 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2505.21503.

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

pith.paper-citation-record.v1
2505.21503 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:33:43.759622Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:15:00.931700Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:01:23.062157Z

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy31
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1887e20e-daf4-4a2d-9f0a-2dc4b2a2b88b · outbound

This paper cites GPT-4 Technical Report.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:38.714078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee68a9f8-d008-4b2b-bafc-1ac997f3a02b · outbound

This paper cites Closed-mindedness and insulation in groupthink: their effects and the devil’s advocacy as a preventive measure.Journal of Computational Social Science, 4:455–478, 2021.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Closed-mindedness and insulation in groupthink: their effects and the devil’s advocacy as a preventive measure.Journal of Computational Social Science, 4:455–478, 2021

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:52.440281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9d0096d9-dae7-4dcb-8cec-c52da4736bca · outbound

This paper cites Benchmarking large language models on answering and explaining challenging medical questions.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Benchmarking large language models on answering and explaining challenging medical questions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:38.890405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e579b2f-4f79-49d3-9591-c8830696a1d0 · outbound

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

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.014036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba6a149-19e2-4db9-ae49-78e16990c86d · outbound

This paper cites Enhancing diagnostic capability with multi-agents conversational large language models.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Enhancing diagnostic capability with multi-agents conversational large language models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.127200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43eb5614-d7f2-4b85-8d93-6452f46f3c03 · outbound

This paper cites MedPrompt: Cross-modal prompting for multi-task medical image translation.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedPrompt: Cross-modal prompting for multi-task medical image translation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:52.212346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3af6e91e-1222-4812-9695-6ac7f9a26594 · outbound

This paper cites Claude 3.5 Sonnet, 2024.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Claude 3.5 Sonnet, 2024

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:51.938179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2698ca4a-5f26-405f-b25c-99c2cab57a69 · outbound

This paper cites Cognitive interventions to reduce diagnostic error: a narrative review.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Cognitive interventions to reduce diagnostic error: a narrative review

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:51.693111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 74493535-e24a-4d6c-9ed1-43e74696fb4a · outbound

This paper cites The Llama 3 Herd of Models.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making The Llama 3 Herd of Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.503937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2dbaa6-af55-4f3e-95d6-bf427283bc85 · outbound

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

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.589848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e016f5c-b8d0-4672-86eb-2eac8befff73 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.667281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c7c498-b6b1-4066-b379-3a5245e0f52b · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Measuring Massive Multitask Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:39.725472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d127683-7138-4b89-8939-e0c06fa8cb53 · outbound

This paper cites Thinking more wisely: using the socratic method to develop critical thinking skills amongst healthcare students.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Thinking more wisely: using the socratic method to develop critical thinking skills amongst healthcare students

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:51.469217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e65657eb-414d-4481-ac8b-7488282ecb2b · outbound

This paper cites Groupthink: Psychological studies of policy decisions and fiascoes, volume 349.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Groupthink: Psychological studies of policy decisions and fiascoes, volume 349

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:51.231045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8779205e-8297-4972-a920-253679b2c77f · outbound

This paper cites What disease does this patient have? A large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421, 2021.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making What disease does this patient have? A large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421, 2021

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:51.023498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e408ebe9-7b1e-4571-b647-b8511bf45dd4 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:40.024536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727c12ee-70e6-4093-86ed-11d05321ab2a · outbound

This paper cites DEBATE: Devil’s advocate-based assessment and text evaluation.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making DEBATE: Devil’s advocate-based assessment and text evaluation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:50.772767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ab519dfe-d7b1-4e43-bb47-888c414df8d3 · outbound

This paper cites MDAgents: An adaptive collaboration of LLMs for medical decision-making.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MDAgents: An adaptive collaboration of LLMs for medical decision-making

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:50.529357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 840a9aee-0103-4034-9cc7-08e2094eff3c · outbound

This paper cites MedExQA: Medical Question Answering Benchmark with Multiple Explanations.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedExQA: Medical Question Answering Benchmark with Multiple Explanations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:40.204720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a83bd8a-bd62-453e-9eba-6c2c359605ec · outbound

This paper cites DeepSeek-V3 Technical Report.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making DeepSeek-V3 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:40.265086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites MedCoT: Medical Chain of Thought via Hierarchical Expert.

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 220f9583-c0b6-4f05-9cd2-a1fcc9c597c0 · outbound

This paper cites Breaking mental set to improve reasoning through diverse multi-agent debate.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Breaking mental set to improve reasoning through diverse multi-agent debate

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:50.279868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bab4ba26-bad7-464b-aab9-85a13f201f10 · outbound

This paper cites BioMedGPT: An open multimodal large language model for biomedicine.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making BioMedGPT: An open multimodal large language model for biomedicine

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:49.997163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ada06c35-53a5-483e-8aa5-d15276c2603f · outbound

This paper cites The Devil’s Advocate: A strategy to avoid groupthink and stimulate discussion in focus groups.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making The Devil’s Advocate: A strategy to avoid groupthink and stimulate discussion in focus groups

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:49.681254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0b8bca8d-76dc-4a5f-92bc-679da0308186 · outbound

This paper cites Self-Refine: Iterative refinement with self-feedback.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Self-Refine: Iterative refinement with self-feedback

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:49.442512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 200a6deb-8d42-48ee-8f56-18f0512038b7 · outbound

This paper cites The enigma of reason.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making The enigma of reason

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:49.150699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb339dc2-c297-469f-8f65-53661faee490 · outbound

This paper cites Devil’s advocate versus authentic dissent: Stimulating quantity and quality.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Devil’s advocate versus authentic dissent: Stimulating quantity and quality

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:48.798487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f0cb565-9dd8-496c-a43b-fa8877be64cd · outbound

This paper cites Dissent as driving cognition, attitudes, and judgments.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Dissent as driving cognition, attitudes, and judgments

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:48.543648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51c1cd0c-206e-4a52-9347-7fdcb375b5a2 · outbound

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

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Capabilities of GPT-4 on Medical Challenge Problems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:40.788018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747b6fbb-7f71-4069-8d6c-64309a3dd812 · outbound

This paper cites GPT-4o mini: advancing cost-efficient intelligence, 2024.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making GPT-4o mini: advancing cost-efficient intelligence, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:48.298649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cba55855-b92c-4def-8339-985a191505b5 · outbound

This paper cites Hello GPT-4o, 2024.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Hello GPT-4o, 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:48.016287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b533201-8257-4350-958f-f03c83ed4bb4 · outbound

This paper cites OpenAI o1-mini, 2024.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making OpenAI o1-mini, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:47.748624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7f1388b6-2842-4dab-ac1f-b7e621026b6e · outbound

This paper cites OpenAI o3-mini, 2025.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making OpenAI o3-mini, 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:47.539112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b6a17e3-46c1-4c62-84b0-b5f36231cf87 · outbound

This paper cites MedMCQA: A large-scale multi- subject multi-choice dataset for medical domain question answering.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedMCQA: A large-scale multi- subject multi-choice dataset for medical domain question answering

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:47.304909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45748a87-3499-4df4-a6a6-7bafa6c41d4c · outbound

This paper cites an unresolved cited work.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:33:47.089233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e5c7377c-1fd3-4361-bfcf-70840502d550 · outbound

This paper cites QwQ-32B: Embracing the power of reinforcement learning, 2025.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making QwQ-32B: Embracing the power of reinforcement learning, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:46.891884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 970d3c6f-ca6b-4350-8754-de3bb49d3f04 · outbound

This paper cites The voice of science: let’s agree to disagree.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making The voice of science: let’s agree to disagree

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:46.615487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46f6c17f-550f-43c9-8fcf-37ba28430388 · outbound

This paper cites Large language models encode clinical knowledge.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Large language models encode clinical knowledge

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:41.502188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85a2868-efcc-45c4-82ec-8e895315228d · outbound

This paper cites MedicalAgentsBench for Complex Medical Reasoning: Comparing Internalized Reasoning Models versus Externalized Agent-based Frameworks.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedicalAgentsBench for Complex Medical Reasoning: Comparing Internalized Reasoning Models versus Externalized Agent-based Frameworks

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:41.612205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12cd07cb-e8ef-41d0-8218-c3d2b9f698c2 · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:41.669878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24bfe449-e53f-4e0d-aec2-224d75561c5e · outbound

This paper cites Baichuan-M1: Pushing the Medical Capability of Large Language Models.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Baichuan-M1: Pushing the Medical Capability of Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:41.740417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e82d44-c983-4f2f-a681-67a53ae7a732 · outbound

This paper cites Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:41.814817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de277c76-d040-458b-a655-c1fde90bfba8 · outbound

This paper cites Devil’s advocate: Anticipatory reflection for LLM agents.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Devil’s advocate: Anticipatory reflection for LLM agents

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:46.360008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 57212c26-9526-4d78-8b6f-a430469948f6 · outbound

This paper cites Rethinking the bounds of LLM reasoning: Are multi-agent discussions the key? Association for Computational Linguistics, 2024.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Rethinking the bounds of LLM reasoning: Are multi-agent discussions the key? Association for Computational Linguistics, 2024

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:46.053082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8b7e8673-ec74-49dd-b636-131823761176 · outbound

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

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.027126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18abbb83-5fbf-4671-bb3d-b4281f607fd7 · outbound

This paper cites MMLU-Pro: A more robust and challenging multi-task language understanding benchmark.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MMLU-Pro: A more robust and challenging multi-task language understanding benchmark

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:45.858932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b2d2bc9-b02e-43c3-8cde-ae14ad1ecc25 · outbound

This paper cites Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.220428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5809349-3ff6-44b1-b626-2070bcb8c89d · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Chain-of-thought prompting elicits reasoning in large language models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.336665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a6e36b-5ae0-4576-88be-eaddb5fb0a57 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.468983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc883a55-c1da-4ca6-9462-8a4821400300 · outbound

This paper cites Self-Supervised Prompt Optimization.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Self-Supervised Prompt Optimization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.585085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc20d195-5f28-4b75-b4b2-ea1b0e721b18 · outbound

This paper cites AFlow: Automating agentic workflow generation.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making AFlow: Automating agentic workflow generation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:45.603763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d7183c3-cb1c-4c63-82c1-02606ff1116e · outbound

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

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:42.928199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e028630-6711-4ab9-bda1-220f6c05f54c · outbound

This paper cites Towards efficient LLM grounding for embodied multi-agent collaboration.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making Towards efficient LLM grounding for embodied multi-agent collaboration

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:43.046058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d01c4d-8b62-4bf9-a0f4-2baa36503564 · outbound

This paper cites MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:33:43.187164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe2e203-306f-4d9d-9284-3fd7dabc5964 · outbound

This paper cites - Check for muscle weakness or atrophy in the shoulder, arm.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making - Check for muscle weakness or atrophy in the shoulder, arm

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:45.350093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c5793b8-9977-4998-8eb4-254d71f03b01 · outbound

This paper cites - Perform EMG.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making - Perform EMG

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:45.064952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e543fe0d-41bb-4b16-95e7-9f47eb51889e · outbound

This paper cites deformities, asymmetry, muscle bulging, or a dropped shoulder.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making deformities, asymmetry, muscle bulging, or a dropped shoulder

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:44.860165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d037e57-8746-44b3-b328-17c1ce5535c3 · outbound

This paper cites sauna bathing,\.

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making sauna bathing,\

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:33:44.455549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 7e22b06d-b807-4999-bd6d-38bbf41b4ea0 · inbound

Free-MAD: Consensus-Free Multi-Agent Debate cites this paper.

Free-MAD: Consensus-Free Multi-Agent Debate Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T17:15:00.931700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc394d0-a237-4f38-a81f-9734e882ff89 · inbound

Position: Safety and Fairness in Agentic AI Depend on Interaction Topology, Not on Model Scale or Alignment cites this paper.

Position: Safety and Fairness in Agentic AI Depend on Interaction Topology, Not on Model Scale or Alignment Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:23.068855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.