Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:24.609775Z
Paper Citation Record · LEDGER
The Optimization Paradox in Clinical AI Multi-Agent Systems
As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.06574.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T02:49:04.341583Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T18:28:49.829878Z
Reference resolution
47 of 47 outbound references displayed
- verified exact0
- verified fuzzy37
- unresolved9
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a086250d-e0b6-4d3a-87d5-51e15352900a · outbound
This paper cites Melton, Mingquan Lin, and Rui Zhang.
The Optimization Paradox in Clinical AI Multi-Agent Systems Melton, Mingquan Lin, and Rui Zhang
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.298551Z
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 09fc92de-5b5d-43a9-b3f4-04467e0af194 · outbound
This paper cites Large language models for therapy recommendations across 3 clinical specialties: Comparative study.Journal of Medical Internet Research, 25:e49324, Oct 2023.
The Optimization Paradox in Clinical AI Multi-Agent Systems Large language models for therapy recommendations across 3 clinical specialties: Comparative study.Journal of Medical Internet Research, 25:e49324, Oct 2023
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.248573Z
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 4165a2c1-858e-4c75-b9ac-955f7e121c92 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:26.227222Z
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 dfc3aadb-8ff6-4861-bcc2-1d7baec62f2a · outbound
This paper cites Roumeliotis, and Manoj Karkee.
The Optimization Paradox in Clinical AI Multi-Agent Systems Roumeliotis, and Manoj Karkee
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.194065Z
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 a4faa2c7-60b5-4857-99d3-b44f8c2df660 · outbound
This paper cites Sara Mahdavi, Christopher Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S.
The Optimization Paradox in Clinical AI Multi-Agent Systems Sara Mahdavi, Christopher Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.155398Z
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 e1f5e016-53aa-4067-9ad9-2e15f02afc31 · outbound
This paper cites Coordinated ai agents for advancing healthcare.Nature Biomedical Engineering, 2025.
The Optimization Paradox in Clinical AI Multi-Agent Systems Coordinated ai agents for advancing healthcare.Nature Biomedical Engineering, 2025
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.109536Z
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 c2d85914-def7-45a2-889e-d0fb7cd221f0 · outbound
This paper cites Tran, Daniel I Schlessinger, Shannon Wongvibulsin, Zhuo Ran Cai, Roxana Daneshjou, and Pranav Rajpurkar.
The Optimization Paradox in Clinical AI Multi-Agent Systems Tran, Daniel I Schlessinger, Shannon Wongvibulsin, Zhuo Ran Cai, Roxana Daneshjou, and Pranav Rajpurkar
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.064146Z
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 ea423991-3427-425e-b831-6fd37c756cb8 · outbound
This paper cites Ai agents help explain other ai systems, January 2024.
The Optimization Paradox in Clinical AI Multi-Agent Systems Ai agents help explain other ai systems, January 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:26.012060Z
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 1245456f-3180-4185-b5d8-710995d8b0f8 · outbound
This paper cites Unlocking complex problem-solving with multi-agent collaboration on amazon bedrock.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unlocking complex problem-solving with multi-agent collaboration on amazon bedrock
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.974750Z
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 86978676-ca1e-4d67-b756-049ea54102a5 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:25.939859Z
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 dc59d09d-ffb8-40d7-8ccf-8fce04d43ed5 · outbound
This paper cites Evaluation and mitigation of the limitations of large language models in clinical decision-making.
The Optimization Paradox in Clinical AI Multi-Agent Systems Evaluation and mitigation of the limitations of large language models in clinical decision-making
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.902151Z
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 339c08ea-a9c3-4732-b201-2946af55e748 · outbound
This paper cites Macaluso and Robert M.
The Optimization Paradox in Clinical AI Multi-Agent Systems Macaluso and Robert M
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.857153Z
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 50a46cb7-fa3f-4685-91e9-c5efac248eeb · outbound
This paper cites Diagnosis and treatment of acute appendicitis: 2020 update of the wses jerusalem guidelines.World Journal of Emergency Surgery, 15(1):27, 2020.
The Optimization Paradox in Clinical AI Multi-Agent Systems Diagnosis and treatment of acute appendicitis: 2020 update of the wses jerusalem guidelines.World Journal of Emergency Surgery, 15(1):27, 2020
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.835401Z
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 1d1f04f5-7b68-4709-bcda-0d95b50d0ae5 · outbound
This paper cites Epidemiology and outcomes of acute abdominal pain in a large urban emergency department: retrospective analysis of 5,340 cases.Emergency and Critical Care Medicine, 4(19):1–8, 2016.
The Optimization Paradox in Clinical AI Multi-Agent Systems Epidemiology and outcomes of acute abdominal pain in a large urban emergency department: retrospective analysis of 5,340 cases.Emergency and Critical Care Medicine, 4(19):1–8, 2016
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.817379Z
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 20eaf832-b1f3-4538-89df-7678a4904b2f · outbound
This paper cites van Breda Vriesman and Julien B.
The Optimization Paradox in Clinical AI Multi-Agent Systems van Breda Vriesman and Julien B
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.790198Z
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 40294bb7-8bd2-4c2d-b16a-dea54c25c222 · outbound
This paper cites Diagnosis and treatment of acute appendicitis: 2020 update of the wses jerusalem guidelines.World Journal of Emergency Surgery, 15:27, 2020.
The Optimization Paradox in Clinical AI Multi-Agent Systems Diagnosis and treatment of acute appendicitis: 2020 update of the wses jerusalem guidelines.World Journal of Emergency Surgery, 15:27, 2020
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.748312Z
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 1dab07eb-c065-4796-9b20-cf179db98c9f · outbound
This paper cites Gomes, Andrew W.
The Optimization Paradox in Clinical AI Multi-Agent Systems Gomes, Andrew W
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.725256Z
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 4dab4bdf-b7ca-45e2-a478-de996d45ce1b · outbound
This paper cites Hall, Patricia L.
The Optimization Paradox in Clinical AI Multi-Agent Systems Hall, Patricia L
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.702334Z
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 cb6da90f-5032-453b-8146-1d3d517dd5cf · outbound
This paper cites 2019 wses guidelines for the management of severe acute pancreatitis.World Journal of Emergency Surgery, 14:27, 2019.
The Optimization Paradox in Clinical AI Multi-Agent Systems 2019 wses guidelines for the management of severe acute pancreatitis.World Journal of Emergency Surgery, 14:27, 2019
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.680734Z
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 792e4c9b-35c1-42f2-9076-8f5a8122329b · outbound
This paper cites Signs and syndromes in acute appendicitis: A pathophysiologic approach.World Journal of Gastrointestinal Surgery, 14(7):727–730, 2022.
The Optimization Paradox in Clinical AI Multi-Agent Systems Signs and syndromes in acute appendicitis: A pathophysiologic approach.World Journal of Gastrointestinal Surgery, 14(7):727–730, 2022
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.654918Z
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 039b9051-64e3-4021-8db4-9e6f932ff6ed · outbound
This paper cites Eponymous signs of acute cholecystitis – a review.Saudi Medical Journal Students, 3(2):44–55, 2023.
The Optimization Paradox in Clinical AI Multi-Agent Systems Eponymous signs of acute cholecystitis – a review.Saudi Medical Journal Students, 3(2):44–55, 2023
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.623088Z
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 0aa3c77b-65dc-4367-a4b2-23787cce81f6 · outbound
This paper cites Colonic diverticulosis is not associated with painful abdominal symptoms in a us population.Gastro Hep Advances, 1(1):15–22, 2022.
The Optimization Paradox in Clinical AI Multi-Agent Systems Colonic diverticulosis is not associated with painful abdominal symptoms in a us population.Gastro Hep Advances, 1(1):15–22, 2022
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.592820Z
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 c6f8a480-26fa-425a-a67f-8940589c6db7 · outbound
This paper cites American college of gastroenterology guideline: management of acute pancreatitis.
The Optimization Paradox in Clinical AI Multi-Agent Systems American college of gastroenterology guideline: management of acute pancreatitis
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.572356Z
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 c6500097-fd54-4dcc-bce2-a958dcc16cf4 · outbound
This paper cites test_name.
The Optimization Paradox in Clinical AI Multi-Agent Systems test_name
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.527774Z
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 5a40b418-11c0-4240-a8c6-72941301a226 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 25
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-07T06:00:25.504328Z
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 06c15db5-fdc5-4364-8cba-09d28e086223 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:25.480608Z
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 81da8833-f053-407f-af2a-671e3a999937 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:25.434574Z
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 39918f57-3df4-4e2f-a7c8-b1dfb58bb0e9 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:25.390937Z
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 4d939b50-3e1e-4b8f-9350-a37e77a93040 · outbound
This paper cites Do NOT request any further actions or tools.
The Optimization Paradox in Clinical AI Multi-Agent Systems Do NOT request any further actions or tools
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.355501Z
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 de0d080e-1d4a-4046-8630-902ae388e8e5 · outbound
This paper cites Lab Interpretation.
The Optimization Paradox in Clinical AI Multi-Agent Systems Lab Interpretation
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.326610Z
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 a31d673f-614e-4329-a3ab-6d6349f69bbc · outbound
This paper cites Do NOT ask for any more information or tools after FORMAT 2.
The Optimization Paradox in Clinical AI Multi-Agent Systems Do NOT ask for any more information or tools after FORMAT 2
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.164265Z
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 811ac568-59b3-4d72-b4ef-e60fd645b7e5 · outbound
This paper cites WBC": {"value.
The Optimization Paradox in Clinical AI Multi-Agent Systems WBC": {"value
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.109172Z
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 71356254-6681-4585-bcfe-292c72110e01 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:25.267085Z
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 46b98989-5859-4575-97d3-30d2c033cd9b · outbound
This paper cites Action Input.
The Optimization Paradox in Clinical AI Multi-Agent Systems Action Input
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.233135Z
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 4955bd71-6900-4f23-b49e-82bf69ae3fa8 · outbound
This paper cites Action Input.
The Optimization Paradox in Clinical AI Multi-Agent Systems Action Input
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.201549Z
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 298d4712-335b-4744-8f77-a5998b595209 · outbound
This paper cites Do NOT ask for any more information or tools after FORMAT 2.
The Optimization Paradox in Clinical AI Multi-Agent Systems Do NOT ask for any more information or tools after FORMAT 2
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.056718Z
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 fb0fb01e-6c24-452f-877f-3365bad5f127 · outbound
This paper cites "" # INFORMATION INTERPRETATION AGENT INTERPRETATION_PROMPT =.
The Optimization Paradox in Clinical AI Multi-Agent Systems "" # INFORMATION INTERPRETATION AGENT INTERPRETATION_PROMPT =
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.029529Z
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 48749d4b-da70-44e4-b107-13e073b0c6a1 · outbound
This paper cites Lab Interpretation.
The Optimization Paradox in Clinical AI Multi-Agent Systems Lab Interpretation
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.001932Z
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 e45f9f98-2043-407d-9777-62230fad72c3 · outbound
This paper cites high”, “normal.
The Optimization Paradox in Clinical AI Multi-Agent Systems high”, “normal
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:25.299693Z
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 5c4b4dba-13c4-42af-9809-a47e2f8f7b4f · outbound
This paper cites "" Fig. 5. Prompts used for the multi-agent systems. The Optimization Paradox in Clinical AI Multi-Agent Systems Retriever LLM: LABS_MATCHER_PROMPT =.
The Optimization Paradox in Clinical AI Multi-Agent Systems "" Fig. 5. Prompts used for the multi-agent systems. The Optimization Paradox in Clinical AI Multi-Agent Systems Retriever LLM: LABS_MATCHER_PROMPT =
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:24.964575Z
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 53ddb42a-dd1f-42ca-b5a6-6b742f38e95e · outbound
This paper cites Action: Physical Examination Action Input: Abdominal tenderness, McBurney's point.
The Optimization Paradox in Clinical AI Multi-Agent Systems Action: Physical Examination Action Input: Abdominal tenderness, McBurney's point
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:24.917182Z
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 c4a9ed0f-ba57-4cc1-af6c-2c8b36d5aa49 · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:24.877077Z
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 a4438b2a-3c61-42df-aecd-5b850ce902e0 · outbound
This paper cites Action: Laboratory Tests Action Input: Complete blood count, C-reactive protein.
The Optimization Paradox in Clinical AI Multi-Agent Systems Action: Laboratory Tests Action Input: Complete blood count, C-reactive protein
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:24.829163Z
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 435722d1-2924-443a-92c7-7751f727b2cf · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:24.799769Z
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 64788389-7e7a-458d-936f-719abb5d53e3 · outbound
This paper cites WBC": {"value.
The Optimization Paradox in Clinical AI Multi-Agent Systems WBC": {"value
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:24.762487Z
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 2b00c8a5-1f29-4de0-98d6-2dc00690d1c2 · outbound
This paper cites Action: done.
The Optimization Paradox in Clinical AI Multi-Agent Systems Action: done
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T06:00:24.713957Z
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 36e73568-4895-448f-a6a2-597e04374e6a · outbound
This paper cites an unresolved cited work.
The Optimization Paradox in Clinical AI Multi-Agent Systems Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T06:00:24.670488Z
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.
Pith citing papers
Observation 9b281d47-29ce-4257-a64e-e58decee51fc · inbound
How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks cites this paper.
How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks The Optimization Paradox in Clinical AI Multi-Agent Systems
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T18:28:49.831115Z
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.