Paper Citation Record · LEDGER

Towards Conversational Medical AI with Eyes, Ears and a Voice

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 4 inbound Pith citation observations for arXiv:2605.09272.

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

pith.paper-citation-record.v1
2605.09272 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:55:09.367443Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:03:18.661572Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:03:10.654738Z

Reference resolution

14 of 14 outbound references displayed

verified exact8
verified fuzzy3
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4709b61d-d317-4d50-a571-6325f7904d6c · outbound

This paper cites Aofei Chang, Le Huang, Parminder Bhatia, Taha Kass-Hout, Fenglong Ma, and Cao Xiao.

Towards Conversational Medical AI with Eyes, Ears and a Voice Aofei Chang, Le Huang, Parminder Bhatia, Taha Kass-Hout, Fenglong Ma, and Cao Xiao

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.588637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 320b988b-d625-4b60-820d-acb2628b25c3 · outbound

This paper cites [Online].

Towards Conversational Medical AI with Eyes, Ears and a Voice [Online]

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.596955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 19780e0b-4cb4-40dd-9561-1fd89adc25eb · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Towards Conversational Medical AI with Eyes, Ears and a Voice Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-12T05:46:31.569349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e042c984-0ab7-410f-9977-1207ad27cb11 · outbound

This paper cites an unresolved cited work.

Towards Conversational Medical AI with Eyes, Ears and a Voice Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-12T13:01:36.304744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4994dd27-c076-48c8-a102-a4dbfa8ff168 · outbound

This paper cites google/technologies/gemini/project-astra/.

Towards Conversational Medical AI with Eyes, Ears and a Voice google/technologies/gemini/project-astra/

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T13:01:36.309077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc0bee59-4602-4073-a33f-65459254429d · outbound

This paper cites AI-based Clinical Decision Support for Primary Care: A Real-World Study.

Towards Conversational Medical AI with Eyes, Ears and a Voice AI-based Clinical Decision Support for Primary Care: A Real-World Study

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.613279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7be65a3b-2833-4f75-bcf4-967ad45e9444 · outbound

This paper cites an unresolved cited work.

Towards Conversational Medical AI with Eyes, Ears and a Voice Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-12T13:01:36.322017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81b26ab9-1b1d-4b0d-9a5a-74e2290f17c4 · outbound

This paper cites URL https://doi.org/10.1038/ s41586-025-08869-4.

Towards Conversational Medical AI with Eyes, Ears and a Voice URL https://doi.org/10.1038/ s41586-025-08869-4

Reference 8

Resolution: verified exact; doi, observed 2026-05-12T04:56:21.168431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e6e75a2-9387-43c4-a4a6-2a440c2031a2 · outbound

This paper cites Accessed: 2026-03-04.

Towards Conversational Medical AI with Eyes, Ears and a Voice Accessed: 2026-03-04

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T13:01:36.313051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1bfed6f4-6609-44bb-af22-12b735f0821b · outbound

This paper cites Towards Conversational AI for Disease Management.

Towards Conversational Medical AI with Eyes, Ears and a Voice Towards Conversational AI for Disease Management

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.539824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a83b0d5f-93e3-4d97-9ead-4fc6c543f932 · outbound

This paper cites Advancing Conversational Diagnostic AI with Multimodal Reasoning.

Towards Conversational Medical AI with Eyes, Ears and a Voice Advancing Conversational Diagnostic AI with Multimodal Reasoning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:46:31.558348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6878858-2ce8-47f8-9fc3-7304fd158b4d · outbound

This paper cites Tammes, R.

Towards Conversational Medical AI with Eyes, Ears and a Voice Tammes, R

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T13:01:36.317689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79dff826-dfba-4b11-9136-112016a3b865 · outbound

This paper cites Sara Mahdavi, Christoph er Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S.

Towards Conversational Medical AI with Eyes, Ears and a Voice Sara Mahdavi, Christoph er Semturs, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S

Reference 13

Resolution: metadata mismatch; doi, observed 2026-05-12T04:56:21.176925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 94d0e0c5-743a-444d-86c1-5aa39182bbd9 · outbound

This paper cites First, do NOHARM: a medical safety benchmark and randomized study of physician and AI teaming on clinical consultations.

Towards Conversational Medical AI with Eyes, Ears and a Voice First, do NOHARM: a medical safety benchmark and randomized study of physician and AI teaming on clinical consultations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:09:49.905515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 6b351283-fb42-4f08-9ae0-69dce7cdb245 · inbound

Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning cites this paper.

Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning Towards Conversational Medical AI with Eyes, Ears and a Voice

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T15:03:18.661572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8f8216-695c-43e9-b499-172a159cbed4 · inbound

VetScore: Risk-Weighted Fact Verification for Veterinary Long-Form QA with Citations cites this paper.

VetScore: Risk-Weighted Fact Verification for Veterinary Long-Form QA with Citations Towards Conversational Medical AI with Eyes, Ears and a Voice

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:03:10.764736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b6146b5c-586b-4481-8d01-a7d8608f614a · inbound

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments cites this paper.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Towards Conversational Medical AI with Eyes, Ears and a Voice

Reference 194

Resolution: unresolved; no resolver link, observed 2026-08-10T04:59:12.970078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9456bebb-8d47-4675-a8da-7383ea0d69c5 · inbound

Towards Expert-level Medical AI for Real-time Video Consultations cites this paper.

Towards Expert-level Medical AI for Real-time Video Consultations Towards Conversational Medical AI with Eyes, Ears and a Voice

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:25:44.496265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.