Paper Citation Record · LEDGER

MedSyn: Enhancing Diagnostics with Human-AI Collaboration

As of 23 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2506.14774.

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

pith.paper-citation-record.v1
2506.14774 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:34.391538Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:48.056849Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:51:48.524192Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy23
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 803b271b-c0f8-4b3e-b377-720984a83605 · outbound

This paper cites MT-bench-101: A fine-grained benchmark for evaluating large language models in multi-turn dialogues.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration MT-bench-101: A fine-grained benchmark for evaluating large language models in multi-turn dialogues

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.110528Z

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 7dd2aa48-7b1d-4c8a-85c5-631162c8ab36 · outbound

This paper cites An empirical study of clinical note generation from doctor-patient encounters.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration An empirical study of clinical note generation from doctor-patient encounters

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.095482Z

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 ae6698d8-6ec0-4ff7-9213-ae27bcc10adc · outbound

This paper cites Generation of patient after-visit summaries to support physicians.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Generation of patient after-visit summaries to support physicians

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.080345Z

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 1c40e5ff-27fc-4710-beec-67760726c276 · outbound

This paper cites I want to break free! persuasion and anti-social behavior of llms in multi-agent settings with social hierarchy.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration I want to break free! persuasion and anti-social behavior of llms in multi-agent settings with social hierarchy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.228186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf52fd8-bc21-4e8a-ae13-7acfd092fb82 · outbound

This paper cites Chateval: Towards better LLM-based evaluators through multi-agent debate.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Chateval: Towards better LLM-based evaluators through multi-agent debate

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.065286Z

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 6cdd4cce-2f55-4f12-924e-caf2eac37977 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.237550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1bb5bbf-8eb7-450c-81a1-9a9ffa3c389e · outbound

This paper cites Tenenbaum, and Igor Mordatch.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Tenenbaum, and Igor Mordatch

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.050909Z

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 53eb9873-d290-4782-92f1-b7babe6af964 · outbound

This paper cites Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, and Lars Maaløe.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, and Lars Maaløe

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.036525Z

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 ea967905-5a66-4e46-b7be-6155be0107a2 · outbound

This paper cites AI hospital: Benchmarking large language models in a multi-agent medical interaction sim- ulator.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration AI hospital: Benchmarking large language models in a multi-agent medical interaction sim- ulator

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.021819Z

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 62b71bf4-160e-41b9-9ec2-a807f4096e6b · outbound

This paper cites Glass, Shlomo Havlin, J.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Glass, Shlomo Havlin, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:35.006917Z

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 c4c7187e-a174-459d-9cf6-c57e9f8ca60c · outbound

This paper cites Mistral 7B.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Mistral 7B

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.265877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f7e3aa-edcd-49c2-81a1-230d6b0fe5b7 · outbound

This paper cites an unresolved cited work.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:36:34.992177Z

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 c3599e6a-a19c-44e8-a92d-cbdad9dc99be · outbound

This paper cites LLM-blender: Ensembling large language models with pairwise ranking and generative fusion.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration LLM-blender: Ensembling large language models with pairwise ranking and generative fusion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.977212Z

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 840058f9-d037-43c9-ba31-5bff15b21de0 · outbound

This paper cites Mimic-iv, a freely accessible electronic health record dataset.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Mimic-iv, a freely accessible electronic health record dataset

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.962351Z

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 784e70db-9631-4f5c-a7ba-bc915bd06340 · outbound

This paper cites Mimic-iv- note: Deidentified free-text clinical notes (version 2.2).

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Mimic-iv- note: Deidentified free-text clinical notes (version 2.2)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.947544Z

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 9ad38901-dc26-471a-b817-9ca4b39927bc · outbound

This paper cites A survey of reinforcement learning from human feedback.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration A survey of reinforcement learning from human feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.288768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1032e75-0cd7-4107-9350-81c4367b908f · outbound

This paper cites MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.293129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c92da80-df4a-4a01-87d5-b9699db87e36 · outbound

This paper cites A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.297923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0350bd-2dd8-4465-8e5a-ff7e8ce3a8ee · outbound

This paper cites an unresolved cited work.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:36:34.932323Z

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 d07c1b0d-f987-42ce-90cb-e823615625c9 · outbound

This paper cites MT-eval: A multi-turn capabilities evaluation benchmark for large language models.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration MT-eval: A multi-turn capabilities evaluation benchmark for large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.915655Z

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 01197674-8c42-4279-8a2d-1d936147a444 · outbound

This paper cites Camel: communicative agents for ”mind” exploration of large language model society.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Camel: communicative agents for ”mind” exploration of large language model society

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.901116Z

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 22cd340e-6bf7-43f5-8382-b3a2d20dc36b · outbound

This paper cites Encouraging divergent thinking in large language models through multi-agent debate.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Encouraging divergent thinking in large language models through multi-agent debate

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.886761Z

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 931caab5-1f02-4709-b998-636938a4c4b7 · outbound

This paper cites An Automatic Evaluation Framework for Multi-turn Medical Consultations Capabilities of Large Language Models.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration An Automatic Evaluation Framework for Multi-turn Medical Consultations Capabilities of Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.319736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de53a354-aafc-4078-a3aa-2c0cdff027d1 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration ROUGE: A package for automatic evaluation of summaries

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.872076Z

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 bba0585f-39f8-4bb5-8724-369f31b0a990 · outbound

This paper cites Towards automatic evaluation for llms’ clinical capabilities: Metric, data, and algorithm.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Towards automatic evaluation for llms’ clinical capabilities: Metric, data, and algorithm

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.857236Z

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 806cd375-a303-4aac-b410-4fc9cd9dc5b3 · outbound

This paper cites A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.333224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ede5182-2c42-4c06-a6ac-e40ecf3f3078 · outbound

This paper cites The llama 3 herd of models, 2024.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration The llama 3 herd of models, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.338016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98205508-cd85-4f21-8072-9751bd7f0a28 · outbound

This paper cites Meyer, Traber D.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Meyer, Traber D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.830834Z

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 c647eb56-a11c-4dba-9f5c-24e01db56d5c · outbound

This paper cites Human evaluation and correlation with automatic metrics in consultation note generation.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Human evaluation and correlation with automatic metrics in consultation note generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.815275Z

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 d62655ed-4c1b-4d75-b671-db60b29b0428 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Bleu: a method for automatic evaluation of machine translation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.784071Z

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 f8029638-f794-4351-b82b-a9325bf0125d · outbound

This paper cites Manning, and Chelsea Finn.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Manning, and Chelsea Finn

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.769384Z

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 cdad0d38-1115-4500-8bc1-397a87317767 · outbound

This paper cites Ruff, and Philippe N.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Ruff, and Philippe N

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.754838Z

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 e4e0df60-8648-41f2-9c07-3f457cd99c89 · outbound

This paper cites Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.368767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725fe0f6-9afc-4769-b016-a960a800da5c · outbound

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

MedSyn: Enhancing Diagnostics with Human-AI Collaboration DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.373861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42ba0bc9-bd58-44f4-8224-59857ad18574 · outbound

This paper cites OpenChat: Advancing Open-source Language Models with Mixed-Quality Data.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration OpenChat: Advancing Open-source Language Models with Mixed-Quality Data

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.378193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5b632e-3d8c-4682-8d52-333bac57da67 · outbound

This paper cites Accessed on 2021-04-14.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Accessed on 2021-04-14

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.740076Z

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 c7f38d6c-d969-4934-958e-2109ddb0175f · outbound

This paper cites Autogen: Enabling next-gen LLM applications via multi-agent conversations.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Autogen: Enabling next-gen LLM applications via multi-agent conversations

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:34.724835Z

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 42723ea4-9716-4247-9da1-a5918d48bfec · outbound

This paper cites LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:34.391538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60369364-5290-416c-94c1-0d7c78e207b7 · outbound

This paper cites an unresolved cited work.

MedSyn: Enhancing Diagnostics with Human-AI Collaboration Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:36:34.799780Z

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 1076b73d-2558-43f6-9ac4-0853ea83da7b · inbound

MedGellan: LLM-Generated Medical Guidance to Support Physicians cites this paper.

MedGellan: LLM-Generated Medical Guidance to Support Physicians MedSyn: Enhancing Diagnostics with Human-AI Collaboration

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:51:48.606852Z

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.