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Paper Citation Record · LEDGER

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings

As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.19498.

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

pith.paper-citation-record.v1
2507.19498 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:35.141861Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

  • verified exact1
  • verified fuzzy43
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9beb559e-0069-4e18-9ddd-25350aa9b29e · outbound

This paper cites Health literacy and ophthalmology: A scoping review.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Health literacy and ophthalmology: A scoping review

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.269260Z digest=sha256:a8d497b32303e853f27997a582c91cf5afe4a5093bd9fff6da2d9aa7c53a734a

Observation 4501f869-8cb1-4ded-9243-ba943117cd72 · outbound

This paper cites Physician communication and patient adherence to treatment: a meta-analysis.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Physician communication and patient adherence to treatment: a meta-analysis

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.223057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.368606Z digest=sha256:0ddb6cb85cd88977eaf1c94c05043b8c17b86abad9c9149ef1b3fd6f8f51d10f

Observation d9d970b4-b47c-42ff-9fa7-27faf095cf36 · outbound

This paper cites Can Patients Trust Online Health Information? A Meta-narrative Systematic Review Addressing the Quality of Health Information on the Internet.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Can Patients Trust Online Health Information? A Meta-narrative Systematic Review Addressing the Quality of Health Information on the Internet

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.203547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.444631Z digest=sha256:3f21011bf2fba38fdd8ff7b9c4bffe1fb08c2eaa5456a2fc9a9288e3837ef5b5

Observation 97b1ee79-8991-4cc3-88d0-61d2f639dee4 · outbound

This paper cites Health Literacy and Use and Trust in Health Information.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Health Literacy and Use and Trust in Health Information

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.184689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.537337Z digest=sha256:754350d7004811802708d9784aaf0159b5f1dc4e12ca837e33e288214c50ce83

Observation 8c00f897-1762-462f-a7aa-74acc76cdf13 · outbound

This paper cites The influence of online health information on health decisions: A systematic review.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings The influence of online health information on health decisions: A systematic review

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.167580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.610131Z digest=sha256:b9953f6d66d497ec82df585267db5e9d00be0b733e70fdb8dbae500e34b60a30

Observation 02dddbb7-b530-451f-94be-fcee339bf155 · outbound

This paper cites Large language models and their impact in ophthalmology.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Large language models and their impact in ophthalmology

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.145280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.687872Z digest=sha256:293d9d52ea9faf1604c479e0b42ebb362ff2bb4fa8feb45e7887ae21bfcbb7ef

Observation e930ab4b-3db8-4e25-b5b7-f1f0614d3cc3 · outbound

This paper cites Evaluating large language models and agents in healthcare: key challenges in clinical applications.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Evaluating large language models and agents in healthcare: key challenges in clinical applications

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.125433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.771397Z digest=sha256:2696cc85e6fc90a66606caa77acb4453fc56e48af93c742584b020b1d362e3d0

Observation e19b98f8-de58-4701-bb9b-8f929d11fbb0 · outbound

This paper cites Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.104020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.815900Z digest=sha256:cc5a898fc16f087384167f8d8c6fbd189e907ad19f47633d6e86818e36b3efb8

Observation df9805f8-ff3f-4d51-ac56-dda30e755f61 · outbound

This paper cites Assessing the utility of ChatGPT as an artificial intelligence‐based large language model for information to answer questions on myopia.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Assessing the utility of ChatGPT as an artificial intelligence‐based large language model for information to answer questions on myopia

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.085237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.874236Z digest=sha256:a9cedd5ddc13773bb7c2a703ea0432ebf8f13344b1c78ef5c7804d2d0306084f

Observation b4f01f79-b883-4a02-8760-beb6324a4629 · outbound

This paper cites Unveiling the clinical incapabilities: a benchmarking study of GPT-4V(ision) for ophthalmic multimodal image analysis.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Unveiling the clinical incapabilities: a benchmarking study of GPT-4V(ision) for ophthalmic multimodal image analysis

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.060336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.928154Z digest=sha256:b04aa4610166d486a0fd471f95115044c109858a15562a775d38af8fb66ea127

Observation 2d1abd1c-b01e-4f09-9532-e8ca4768baac · outbound

This paper cites ChatFFA: An ophthalmic chat system for unified vision-language understanding and question answering for fundus fluorescein angiography.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings ChatFFA: An ophthalmic chat system for unified vision-language understanding and question answering for fundus fluorescein angiography

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.032588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:32.994735Z digest=sha256:03c93b8fadcc332d6c3319c1cbb8f17fba2f9e254c44b3a9d1aeb01554e367d1

Observation 449f9005-463d-459a-9fbc-52b27c2859d8 · outbound

This paper cites FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:36.001450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.060246Z digest=sha256:db6ed6c5029880aee30969ea2fc11aed131da2f2d356f92406c91b92d6acefdc

Observation 3d4317a2-3bef-4196-b4a2-3e1f2995fc54 · outbound

This paper cites ICGA-GPT: report generation and question answering for indocyanine green angiography images.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings ICGA-GPT: report generation and question answering for indocyanine green angiography images

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.969013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.145777Z digest=sha256:0929d4a889dbf3181452f7994ac30df5792e332474178997d627c2c4a6e80a32

Observation 4fa2223f-dc52-434e-bb35-7579ba45948f · outbound

This paper cites EyeGPT for Patient Inquiries and Medical Education: Development and Validation of an Ophthalmology Large Language Model.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings EyeGPT for Patient Inquiries and Medical Education: Development and Validation of an Ophthalmology Large Language Model

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.940727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.233210Z digest=sha256:b83e6644954eb40cd79475bc891417d298b675f13c654cc7c73a40b96c36aa16

Observation c52e8589-8a5f-4506-85ae-99760fca0a66 · outbound

This paper cites Development and evaluation of a large language model of ophthalmology in Chinese.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Development and evaluation of a large language model of ophthalmology in Chinese

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.919824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.323162Z digest=sha256:8fc7389d6fda176ef8cc3db56678aec24612a08f2d15f59126187702dc02ddf7

Observation 02051fda-2efd-49e1-81aa-436a58bdac44 · outbound

This paper cites A foundation model for generalizable disease detection from retinal images.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings A foundation model for generalizable disease detection from retinal images

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.900032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.396335Z digest=sha256:c25dccdaea0ad4f88c000abc5e782dcbaa819cdca00a76df1d256046e0250f56

Observation 9bc6a89a-ecc8-4cde-ab3e-f93e0378c74b · outbound

This paper cites Empowering biomedical discovery with AI agents.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Empowering biomedical discovery with AI agents

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.879685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.462306Z digest=sha256:0568f76857705ce56710e8ea2964eb10a1049d8205a5c198e5438c956fcf9d88

Observation 7a52541e-4b66-4a2b-8260-0050c4d37174 · outbound

This paper cites Smartboard: Visual Exploration of Team Tactics with LLM Agent.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Smartboard: Visual Exploration of Team Tactics with LLM Agent

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.853857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.533848Z digest=sha256:e2313e65292fe3fbfe218cf88b303a6b39a3116df5999dde8a91b2aa5327fe57

Observation a8d5bb0b-9581-465e-b11d-43c8a0758bc6 · outbound

This paper cites Small LLMs Are Weak Tool Learners: A Multi-LLM Agent.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.822606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.597201Z digest=sha256:a7febdc8107ff758ee5de2cd3d4d28a6e97be6bbefe6cb9590792b5ea7b35430

Observation 87fafc9c-3884-478b-8263-51517a8f3d23 · outbound

This paper cites MMedAgent: Learning to Use Medical Tools with Multi-modal Agent.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.804368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.679956Z digest=sha256:5bb455b94bf8bd798cb772fd2ae474d55921c30d05a940ed236d26f97b15c3c2

Observation 2fe79dc9-3d71-4704-93e5-3335ce603b1f · outbound

This paper cites A Competition for the Diagnosis of Myopic Maculopathy by Artificial Intelligence Algorithms.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings A Competition for the Diagnosis of Myopic Maculopathy by Artificial Intelligence Algorithms

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.783681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.801793Z digest=sha256:ccd6e148e201250f808ae96454aa3e77d5aa6de79ce7a0004ae41c88be8e4495

Observation 2d3ce379-36d1-4d5e-904e-75acfc3f458e · outbound

This paper cites HPMI: A retinal fundus image dataset for identification of high and pathological myopia based on deep learning.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings HPMI: A retinal fundus image dataset for identification of high and pathological myopia based on deep learning

Reference 22

Resolution
verified exact
doi, observed 2026-08-07T06:04:35.193865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.891488Z digest=sha256:3483252392312249ffef9ef6b4619d7f56bbab147539d876a1c8bb1b16d46109

Observation e0a1592e-69c1-49f6-8978-c41c6f6ed7d1 · outbound

This paper cites Three-Dimensional Eye Shape, Myopic Maculopathy, and Visual Acuity: The Zhongshan Ophthalmic Center–Brien Holden Vision Institute High Myopia Cohort Study.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Three-Dimensional Eye Shape, Myopic Maculopathy, and Visual Acuity: The Zhongshan Ophthalmic Center–Brien Holden Vision Institute High Myopia Cohort Study

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.758624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:33.982044Z digest=sha256:cc3510216dc749267f1b58164cb16fec71ab103ebcda145ed3229507e49872ce

Observation 651f8897-fe78-4bed-826e-57d4537b6119 · outbound

This paper cites Diagnosis and Treatment of Myopic Maculopathy.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Diagnosis and Treatment of Myopic Maculopathy

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.734566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.075741Z digest=sha256:3ae5c560bdc50bb4d053e9eaae6dee8a5742bccde6cd4fd6b2bc08d3ff080e16

Observation a609dd75-4ed6-473a-ac08-629cd7e7d41b · outbound

This paper cites International Photographic Classification and Grading System for Myopic Maculopathy.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings International Photographic Classification and Grading System for Myopic Maculopathy

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.714430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.153811Z digest=sha256:7b5ebbf4971ac469e7378b3017a2d5d3005652df22e8b2cd75bc853455c40b78

Observation 74ae1455-de9e-47e3-9b95-bf48cfd61303 · outbound

This paper cites EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.687868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.234341Z digest=sha256:b114f0c348ad1aae2bc76e8eae8c10e3c789a504684bdbf979d9a157d8af9106

Observation bd4847ab-eb71-4796-8063-d95b4a99e23f · outbound

This paper cites rwightman/pytorch-image- models: v0.8.10dev0 Release.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings rwightman/pytorch-image- models: v0.8.10dev0 Release

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.657622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.305648Z digest=sha256:27eaf10c68dbf44ee2a36635c0119fc8fb50bd9d54646f4999f785cd4bdba2ca

Observation 58581e70-9c67-449b-a46c-2a72901bc58e · outbound

This paper cites An Empirical Evaluation of Large Language Models on Consumer Health Questions.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings An Empirical Evaluation of Large Language Models on Consumer Health Questions

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.636166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.386211Z digest=sha256:0ff2dd26edcc879d896fd200c8e23645904fbc15dde3205c4803440d65a4b2a4

Observation f4ea6e16-b085-4d22-8fcf-536eba59d32f · outbound

This paper cites Development and evaluation of a retrieval-augmented large language model framework for ophthalmology.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Development and evaluation of a retrieval-augmented large language model framework for ophthalmology

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.606789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.441249Z digest=sha256:0fcc465f0fa5d1daf617de100a6145a44ec505c8803c50da3b8a81ea2f7bf939

Observation 69343753-50b3-4a95-ba07-672e94e78ffe · outbound

This paper cites Brief communication: The Chinese medical interview satisfaction scale-revised (C-MISS-R): Development and validation.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Brief communication: The Chinese medical interview satisfaction scale-revised (C-MISS-R): Development and validation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.585853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.518525Z digest=sha256:3706f4a810bdbb4ed81b85f97f81c56976569e03f6963d39ccb2b5052cedbd61

Observation 7ab68c62-0058-401a-9e2e-16a51178ba7a · outbound

This paper cites The medical interview satisfaction scale: Development of a scale to measure patient perceptions of physician behavior.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings The medical interview satisfaction scale: Development of a scale to measure patient perceptions of physician behavior

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.555326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.573064Z digest=sha256:d93fa837b412ea0341b709025a6b68854f54b58f68956881907c6f64aa27fb15

Observation 2af54fb7-db2a-4e11-87b6-6c06963be509 · outbound

This paper cites O’ Connor, Ottawa Hospital Research Institute.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings O’ Connor, Ottawa Hospital Research Institute

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.510947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.642841Z digest=sha256:cb990486cc7edcf5fed90841f7ee59636cbdae1da19d7bf7a7dc4e98408f9ee5

Observation 3a70528f-3138-4961-9c28-c9be248eafe7 · outbound

This paper cites IMI-Global Trends in Myopia Management Attitudes and Strategies in Clinical Practice-2022 Update.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings IMI-Global Trends in Myopia Management Attitudes and Strategies in Clinical Practice-2022 Update

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.477272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.712398Z digest=sha256:b5fd3c9a5a4284b97598e48e21e02a463391e0cd6619d5b378aa0c4cb4cfe60f

Observation cf830e74-cac0-4985-95f5-e14f27581b04 · outbound

This paper cites Review: Myopia control strategies recommendations from the 2018 WHO/IAPB/BHVI Meeting on Myopia.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Review: Myopia control strategies recommendations from the 2018 WHO/IAPB/BHVI Meeting on Myopia

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.456854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.786161Z digest=sha256:cd1f3ca9724ffa55a2990377a9738231d576a7a64be438c46592f245f6f92346

Observation 38bb8548-db2a-4412-ad0f-ee7688bdd2a6 · outbound

This paper cites Will treating progressive myopia overwhelm the eye care workforce? A workforce modelling study.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Will treating progressive myopia overwhelm the eye care workforce? A workforce modelling study

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.433641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.840368Z digest=sha256:180db43f50673e909bb179c360b44a3ddfed3050e0baa32a5c1de509101d4828

Observation c346baef-8fd5-4c21-9e8c-f9786f6aeb19 · outbound

This paper cites Outlining the Borders for LLM Applications in Patient Education: Developing an Expert-in-the-Loop LLM-Powered Chatbot for Prostate Cancer Patient Education.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Outlining the Borders for LLM Applications in Patient Education: Developing an Expert-in-the-Loop LLM-Powered Chatbot for Prostate Cancer Patient Education

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.405504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.912252Z digest=sha256:c5ffcade993e774711cd7277bd35926ebacde23d77080639f76588224e898988

Observation ad110e3d-39dc-4e3c-8f72-aaf1f16b9f44 · outbound

This paper cites The Emerging Role of AI in Patient Education: A Comparative Analysis of LLM Accuracy for Pelvic Organ Prolapse.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings The Emerging Role of AI in Patient Education: A Comparative Analysis of LLM Accuracy for Pelvic Organ Prolapse

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.380174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:34.980745Z digest=sha256:1e6c124cea98d4abe60e31b4d00911f33ba73813c0c728e3389499a410a019fc

Observation 639737c6-a6d7-487d-a5d0-15afbcf43e28 · outbound

This paper cites LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.357396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.046701Z digest=sha256:1a707e5d27fe2ab56880294b73728f64ee830f30cfd0a7796fb25b53a0be764f

Observation 9561763c-921e-461b-9bbc-19c1fe4cf7f9 · outbound

This paper cites Shared decision-making and its influencing factors among parents of children with cancer in China: A cross-sectional study.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Shared decision-making and its influencing factors among parents of children with cancer in China: A cross-sectional study

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.336147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.094931Z digest=sha256:106411410e3c83efff062bb57aa845f2fb170bb83b5172d4c2a3b74b9e57e709

Observation b267e2b9-c0a2-417a-91c8-8c827d55f8a7 · outbound

This paper cites Evaluation and mitigation of the limitations of large language models in clinical decision-making.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Evaluation and mitigation of the limitations of large language models in clinical decision-making

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.307202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.107766Z digest=sha256:12a1a9d0de3a130c751f66d4b5fc6dab66aba65f7c363a6efd3a37500c59175d

Observation 74b30c22-152d-4463-a4ac-b86c151ebbff · outbound

This paper cites Preferences of patients for patient centred approach to consultation in primary care: observational study.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Preferences of patients for patient centred approach to consultation in primary care: observational study

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.284134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.123933Z digest=sha256:765f46e9d22035632fdac2de4b2291d7501d92240a89ef586835e91dceb718a9

Observation 78c65f11-ffe2-4177-b74e-ac144b3ade82 · outbound

This paper cites The importance of understanding the impact of preference in clinical trials of diabetes interventions.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings The importance of understanding the impact of preference in clinical trials of diabetes interventions

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.263756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.130685Z digest=sha256:3dd0c2b72dc4b077b73379e91ca8c574e503587dc31469662dc4b10271fe4eff

Observation a4ed8bdc-8b35-463a-ad70-97ce97cbaa31 · outbound

This paper cites Outpatient reception via collaboration between nurses and a large language model: a randomized controlled trial.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Outpatient reception via collaboration between nurses and a large language model: a randomized controlled trial

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.239881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.135858Z digest=sha256:2109a5007598684d4005b82f47c5b9fc649e604418784da0d112a59c5f86e2e2

Observation 0da326d2-5491-46ff-b401-7df99f49dec9 · outbound

This paper cites Impact of online physician service quality on patients’ adoption behavior across different stages: An elaboration likelihood perspective.

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings Impact of online physician service quality on patients’ adoption behavior across different stages: An elaboration likelihood perspective

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:04:35.213964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T06:04:35.141861Z digest=sha256:6533f9eddf1ad5b533303fbc6c9464c7b070aa450d443c61a66ee8bbdd8be37e

Pith citing papers

No inbound Pith citation observations are available.