Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T10:36:57.754556Z
Paper Citation Record · LEDGER
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation
As of 15 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2606.11606.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:30:17.874636Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
17 of 17 outbound references displayed
- verified exact7
- verified fuzzy0
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch5
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f6cc45a9-f061-4804-8615-0a3f64d062a9 · outbound
This paper cites Foundation models for radiology: Fundamentals, applications, opportunities, chal- lenges, risks, and prospects.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Foundation models for radiology: Fundamentals, applications, opportunities, chal- lenges, risks, and prospects
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:36:57.754556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e10a6484-8286-47b9-ab49-68a8afcb00f3 · outbound
This paper cites shortcuts.
Reference 2
- Resolution
- verified exact
- doi, observed 2026-06-27T10:40:50.090270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f9486961-5b8a-4d63-9636-60eb2860b0b2 · outbound
This paper cites MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:57:47.849742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8e997151-7fc1-4c27-a2f6-950fd9ae37b6 · outbound
This paper cites JournalofImagingInformaticsinMedicine 38, 3040–3048.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation JournalofImagingInformaticsinMedicine 38, 3040–3048
Reference 4
- Resolution
- verified exact
- doi, observed 2026-06-27T10:40:50.088406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4833749f-31ac-4a51-921c-6f9bf1253381 · outbound
This paper cites Biometrics 44, 837–845.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Biometrics 44, 837–845
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:36:57.754556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e57f20e-665b-4352-b0cf-68c008b47159 · outbound
This paper cites Radiology 246, 697–722.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Radiology 246, 697–722
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:36:57.754556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec1906bb-b1f8-4888-8ad3-36b87ac1025f · outbound
This paper cites Gamble, Hari M.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Gamble, Hari M
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-27T10:40:50.086554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 31a4e1e3-75a9-4259-8461-f6558949dfb2 · outbound
This paper cites In: arxiv:2509.06467 (2026).
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation In: arxiv:2509.06467 (2026)
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:57:47.837293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 11657d33-1ff2-4410-bde8-9efb7ca4ccc7 · outbound
This paper cites ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T08:57:47.850429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d0ac740d-b9bd-4b76-b193-d1cfffe7b29f · outbound
This paper cites Revisiting [cls] and patch token interaction in vision transformers.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Revisiting [cls] and patch token interaction in vision transformers
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:57:47.846843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2cb00d54-51d0-4566-b1f4-ae53481bc652 · outbound
This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T08:57:47.842285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ceaa4ba8-c012-40ef-83fd-48414bf1dd1a · outbound
This paper cites Nature Machine Intelligence 7, 119–130.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Nature Machine Intelligence 7, 119–130
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:36:57.754556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa237d04-5b5a-4ce9-84d9-760229e910ef · outbound
This paper cites Substance or Style: What Does Your Image Embedding Know?.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation Substance or Style: What Does Your Image Embedding Know?
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:57:47.844825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 13a1854f-32d8-4b3e-a55a-cf2f0cf567b7 · outbound
This paper cites MedGemma Technical Report.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation MedGemma Technical Report
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T08:57:47.847340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c5041c42-46f9-4cf6-a1a6-b5d8fe1f3a48 · outbound
This paper cites DINOv3.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation DINOv3
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T08:57:47.839776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a3eafe52-7bfc-46ef-bea9-531cad1ea0fe · outbound
This paper cites 3462–3471.
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:36:57.754556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 489a7cab-287b-4909-bb31-ba970b234b38 · outbound
This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.
Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T08:57:47.852978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation dc9f6920-49c5-406d-81a0-fc01afb869c5 · inbound
CANDOR: Chance-Calibrated Discordance in Frozen Foundation Encoders cites this paper.
CANDOR: Chance-Calibrated Discordance in Frozen Foundation Encoders Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:30:17.874636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.