Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T18:46:29.459899Z
Paper Citation Record · LEDGER
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature
As of 11 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2605.02720.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact3
- verified fuzzy25
- unresolved6
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 27dcd710-601a-4564-9f55-96835896262b · outbound
This paper cites Bleu:AMethod forAutomaticEvaluationofMachineTranslation.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Bleu:AMethod forAutomaticEvaluationofMachineTranslation
Reference 1
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a3dfdd88-85c7-41dd-a7ca-053c05f2ce94 · outbound
This paper cites Radiologyreporting, past,present,andfuture:Theradiologist’sperspective.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Radiologyreporting, past,present,andfuture:Theradiologist’sperspective
Reference 2
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ec973c4b-0fdb-4a11-b16e-e8443ffd4207 · outbound
This paper cites Ima- geNet:Alarge-scalehierarchicalimagedatabase.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Ima- geNet:Alarge-scalehierarchicalimagedatabase
Reference 3
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 1fa086e1-6bd7-4c10-8c2b-b626d10d6762 · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation 8b0f4679-24c3-47f4-87cf-7a54b5545087 · outbound
This paper cites Microsoft COCO: Common Objects in Con- text.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Microsoft COCO: Common Objects in Con- text
Reference 5
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d95c7147-876b-44bd-9e2f-ccd56542f1c2 · outbound
This paper cites Medicaldocumentation:Partofthe solution,orpartoftheproblem?Anarrativereviewofthelit- erature on the time spent on and value of medical documen- tation.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Medicaldocumentation:Partofthe solution,orpartoftheproblem?Anarrativereviewofthelit- erature on the time spent on and value of medical documen- tation
Reference 6
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 511b111a-c8eb-4f2d-8f5c-0885e1b80d49 · outbound
This paper cites Overview of the medical tasks in ImageCLEF 2016.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Overview of the medical tasks in ImageCLEF 2016
Reference 7
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d805ae4a-fc40-485e-a53c-e097f402e79e · outbound
This paper cites DeepResidualLearning forImageRecognition.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature DeepResidualLearning forImageRecognition
Reference 8
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation be52a0ad-c96d-4b77-ac47-1d6a752cd993 · outbound
This paper cites Focal Loss for Dense Object Detection.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Focal Loss for Dense Object Detection
Reference 9
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 84d8dc83-298f-4cc2-a048-d5e63ff5e7ae · outbound
This paper cites Anend-to-endtrainableneuralnet- workforimage-basedsequencerecognitionanditsapplication toscenetextrecognition.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Anend-to-endtrainableneuralnet- workforimage-basedsequencerecognitionanditsapplication toscenetextrecognition
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T04:06:42.391059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9c7a7b86-8e7c-48dc-a0e2-e23a7c912349 · outbound
This paper cites Radiology objects in context (roco): A multimodal image dataset.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Radiology objects in context (roco): A multimodal image dataset
Reference 11
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 218c5b3c-4ef3-41eb-8034-e98f65e92dd3 · outbound
This paper cites AcallforclarityinreportingBLEUscores.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature AcallforclarityinreportingBLEUscores
Reference 12
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fd4835b8-2d70-4a42-96f4-e426704c226a · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 13
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5c24cd25-dee1-4057-8cd4-3c2a7fc974cb · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 14
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30f2be4b-26b1-4ca5-8160-44809104265a · outbound
This paper cites Unifieddeepneuralnetwork for segmentation and labeling of multipanel biomedical fig- ures.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unifieddeepneuralnetwork for segmentation and labeling of multipanel biomedical fig- ures
Reference 15
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ced6a0d9-96d3-4022-9e63-e916007d254d · outbound
This paper cites DeepOpht:MedicalReportGenerationfor RetinalImagesviaDeepModelsandVisualExplanation.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature DeepOpht:MedicalReportGenerationfor RetinalImagesviaDeepModelsandVisualExplanation
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T04:06:42.369424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 26a14b3f-cd08-4e71-a17f-44a7b058a732 · outbound
This paper cites Antimicrobial property of polypropylenecompositesandfunctionalizedcoppernanopar- ticles.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Antimicrobial property of polypropylenecompositesandfunctionalizedcoppernanopar- ticles
Reference 17
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c2f69c72-7fe1-40dc-8cb2-dff50f3e8304 · outbound
This paper cites Datasets: A Community Library for Natu- ral Language Processing.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Datasets: A Community Library for Natu- ral Language Processing
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ca5c68c-ba2f-4f7d-9001-7ea98b4e0705 · outbound
This paper cites Efficientmemorymanagementforlargelan- guagemodelservingwithpagedattention.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Efficientmemorymanagementforlargelan- guagemodelservingwithpagedattention
Reference 19
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation feae4f29-c6f2-45e4-b97f-4f4118405a51 · outbound
This paper cites Vision-languagemodelsformedical report generation and visual question answering: A review.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Vision-languagemodelsformedical report generation and visual question answering: A review
Reference 20
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b8d52f30-f897-432e-ab96-5a1a8a09d4d0 · outbound
This paper cites Awq: Activation-aware weight quantization for llmcompressionandacceleration.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Awq: Activation-aware weight quantization for llmcompressionandacceleration
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation df0dcd1d-8990-41f0-b582-e19ab0180add · outbound
This paper cites Rocov2:Radiologyobjectsincontextversion2, anupdatedmultimodalimagedataset.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Rocov2:Radiologyobjectsincontextversion2, anupdatedmultimodalimagedataset
Reference 22
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1de6ce64-8bc5-42be-98f1-353550ea8031 · outbound
This paper cites Clip-dr: Textual knowledge-guided diabetic retinopathygradingwithranking-awareprompting.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Clip-dr: Textual knowledge-guided diabetic retinopathygradingwithranking-awareprompting
Reference 23
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e431f6d-d008-434c-b391-6e0fddd70e29 · outbound
This paper cites AdvancingMedicalRepresentation LearningThroughHigh-QualityData.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature AdvancingMedicalRepresentation LearningThroughHigh-QualityData
Reference 24
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f63f3055-94e8-4b57-a196-ec0f2ebe8c5e · outbound
This paper cites Qwen3-VL Technical Report.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Qwen3-VL Technical Report
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:10:43.239904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4af9ab2e-ed41-4da5-a672-871815ed3378 · outbound
This paper cites BIOMEDICA:AnOpenBiomedicalImage- Caption Archive, Dataset, and Vision-Language Models De- rivedfromScientificLiterature.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature BIOMEDICA:AnOpenBiomedicalImage- Caption Archive, Dataset, and Vision-Language Models De- rivedfromScientificLiterature
Reference 26
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 43aac7c6-b542-4294-915d-98b3b4695220 · outbound
This paper cites Afoundationlanguage-imagemodeloftheretina(flair): Encodingexpertknowledgeintextsupervision.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Afoundationlanguage-imagemodeloftheretina(flair): Encodingexpertknowledgeintextsupervision
Reference 27
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 235d5e5c-3810-4de5-b130-24db1b77f92d · outbound
This paper cites Qwen3 Technical Report.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Qwen3 Technical Report
Reference 28
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4ec4fe85-4fef-406a-9881-1001de0b2f6d · outbound
This paper cites AMultimodalBiomedicalFoundationModel Trained from Fifteen Million Image–Text Pairs.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature AMultimodalBiomedicalFoundationModel Trained from Fifteen Million Image–Text Pairs
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T04:06:42.436367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7af1b69f-8d8e-43d4-aff4-2e04ee81b95b · outbound
This paper cites [Online].Available:https://github.com/pydantic/pydantic.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature [Online].Available:https://github.com/pydantic/pydantic
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T04:06:42.443910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eb7cd1d9-b3c9-4dcf-a1e8-17a97d6de65f · outbound
This paper cites VOLMO: Versatile and Open Large Models for Ophthalmology.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature VOLMO: Versatile and Open Large Models for Ophthalmology
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:10:43.247130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28de53fd-ed6d-4bed-b435-b922324e5317 · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 32
- Resolution
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- raw_fallback, observed 2026-05-26T04:06:42.440070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab0c50fc-9cbf-4110-9313-e4c288f8b580 · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T04:06:42.429208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 700da8f8-99fe-4b14-8404-f77e60ba2764 · outbound
This paper cites an unresolved cited work.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T04:06:42.432603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 012ac542-09ea-46da-b6e4-8062f5801f8f · outbound
This paper cites MachineLearning–NewPerspectivesfor Science.
PubMed-Ophtha: An open resource for training ophthalmology vision-language models on scientific literature MachineLearning–NewPerspectivesfor Science
Reference 35
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-26T04:06:42.425687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.