Paper Citation Record · LEDGER

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2507.22902.

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

pith.paper-citation-record.v1
2507.22902 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:08:30.490781Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T02:21:16.825681Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:41:42.559848Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy17
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1653e6f-6e4e-43fc-a7bc-d8dfdb901bff · outbound

This paper cites Lower Back Pain.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Lower Back Pain

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:34.156489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19090acd-74fb-4ed8-92ef-ec0e82e5544f · outbound

This paper cites Washington, DC: Association of American Medical Colleges, 2021.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Washington, DC: Association of American Medical Colleges, 2021

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:35.590065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab73543e-c008-4c64-83f1-d66d139d7836 · outbound

This paper cites an unresolved cited work.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:35.434081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c53d8af-22c7-45c9-9552-887fdef9a442 · outbound

This paper cites Arch Intern Med 18: 1377-1385, 2012.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Arch Intern Med 18: 1377-1385, 2012

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:35.319229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02de3724-d4cf-492e-9ad4-8d2d2ce57be2 · outbound

This paper cites New York: Basic Books, 2019.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting New York: Basic Books, 2019

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:35.050725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation edce1057-7f50-4b21-8f7e-cd67909ceb1f · outbound

This paper cites NPJ Digit Med 4: 93, 2021.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting NPJ Digit Med 4: 93, 2021

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:34.833681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59068972-6822-4a6c-8934-d1dc6201d54e · outbound

This paper cites Ambient AI Scribing Support: Comparing the Performance of Specialized AI Agentic Architecture to Leading Foundational Models.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Ambient AI Scribing Support: Comparing the Performance of Specialized AI Agentic Architecture to Leading Foundational Models

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:08:30.804816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 24522d0a-1861-4ffb-9a96-a8e34b8b0448 · outbound

This paper cites AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:27.981124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a3414b-a0c5-43dc-b4f3-82baca1b047b · outbound

This paper cites Improving Clinical Note Generation from Complex Doctor-Patient Conversation.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Improving Clinical Note Generation from Complex Doctor-Patient Conversation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:28.055295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1509b49-a100-40c3-8b12-eb6e16c65fcc · outbound

This paper cites Towards accurate differential diagnosis with large language models.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Towards accurate differential diagnosis with large language models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:28.172326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c4ee0ab-67be-499a-b1ad-bfff77976ffe · outbound

This paper cites Ann Intern Med 178:498-506, 2025.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Ann Intern Med 178:498-506, 2025

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:34.615507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4b8687d1-1c88-470a-9ae5-eb25ded516ad · outbound

This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:28.413051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7b71641-b679-4d82-b8e9-deb1809ba787 · outbound

This paper cites Assessing the Quality of AI-Generated Clinical Notes: A Validated Evaluation of a Large Language Model Scribe.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Assessing the Quality of AI-Generated Clinical Notes: A Validated Evaluation of a Large Language Model Scribe

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:28.562592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a860dda0-c6f7-4706-adbc-2c7c7d28de7b · outbound

This paper cites clinically consistent.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting clinically consistent

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:34.380831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5951218f-c975-4f04-9405-8579d66a52fe · outbound

This paper cites Eczema” in one SOAP note would be clinically consistent with a diagnosis of “Atopic Dermatitis.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Eczema” in one SOAP note would be clinically consistent with a diagnosis of “Atopic Dermatitis

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:33.925016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0a10454-1b36-4b30-a557-c104d2d6c523 · outbound

This paper cites Sinusitis.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Sinusitis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:33.750763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1cd01b5e-d58a-4ad5-8c12-07a9c074d8d2 · outbound

This paper cites gallstones.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting gallstones

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:33.510854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75cb798b-31de-493f-888d-8a467ce7fc29 · outbound

This paper cites clinically consistent.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting clinically consistent

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:33.320166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84fdff10-6ae7-499a-8741-f70684d124a0 · outbound

This paper cites Lower Back Pain.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Lower Back Pain

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:33.119545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f14d327c-6303-4522-90ac-6411cbe2fc08 · outbound

This paper cites Eczema” in one SOAP note would be clinically consistent with a diagnosis of “Atopic Dermatitis.

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:32.866796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a25741eb-a066-4976-b93e-a0a36d374796 · outbound

This paper cites Sinusitis.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Sinusitis

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:32.644204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46f96c63-ad5c-42d5-bfbd-d011cb1daf25 · outbound

This paper cites gallstones.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting gallstones

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:32.410739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ff83ca4-6cea-4236-b5c6-4d109b2853c8 · outbound

This paper cites an unresolved cited work.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:32.192580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c597a882-8a9f-44b2-9b21-8291b9485525 · outbound

This paper cites an unresolved cited work.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:31.878329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01a8ec30-1e17-4716-8096-1f4c1e676af8 · outbound

This paper cites an unresolved cited work.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:31.634192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7554707-485d-4c9e-80a0-9cbc5eb39e39 · outbound

This paper cites Ibuprofen 600 mg three times a day.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Ibuprofen 600 mg three times a day

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:31.394529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8643c278-7af9-4a5c-b77e-e97d3afd7ce3 · outbound

This paper cites an unresolved cited work.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:31.222079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12e8e079-c39b-441c-80f9-e4d537dba161 · outbound

This paper cites Acute Sinusitis.

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting Acute Sinusitis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:31.054751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 21cb1cac-046c-4efc-8a34-46571cda31a5 · inbound

SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment cites this paper.

SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:46:53.518176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49492762-1d12-45f2-b3b5-26db7a6acfc9 · inbound

SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment cites this paper.

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:41:42.609389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.