Paper Citation Record · LEDGER

PathReportEval: A Systematic Benchmark for Pathology Report Generation

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2607.18448.

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

pith.paper-citation-record.v1
2607.18448 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:25:53.705036Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

54 of 54 outbound references displayed

verified exact0
verified fuzzy0
unresolved53
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1ac9f56e-692a-4a4c-bc9f-76e4386b616b · outbound

This paper cites Pathology report generation and multimodal representation learning for cutaneous melanocytic lesions,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Pathology report generation and multimodal representation learning for cutaneous melanocytic lesions,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.101020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4490fe-c94d-4dc4-97c2-4845a4936767 · outbound

This paper cites Pathology report generation from whole slide images with knowledge retrieval and multi-level regional feature selection,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Pathology report generation from whole slide images with knowledge retrieval and multi-level regional feature selection,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.227349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c9d8b7-0e5e-4bd6-9df0-3a8b6cf96c5b · outbound

This paper cites Grounded report generation for enhancing ophthalmic ultrasound interpretation using vision- language segmentation models,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Grounded report generation for enhancing ophthalmic ultrasound interpretation using vision- language segmentation models,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.370547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39170411-c7f8-4185-84b3-5eeb6e5104f7 · outbound

This paper cites S2d-align: Shallow-to-deep auxiliary learning for anatomically- grounded radiology report generation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation S2d-align: Shallow-to-deep auxiliary learning for anatomically- grounded radiology report generation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.481928Z

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Unavailable: canonical work link unavailable.

Observation f07ca24e-17cb-44b8-8fbb-ab0c7647a3c6 · outbound

This paper cites A visual-language foundation model for computational pathology,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation A visual-language foundation model for computational pathology,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.585413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b30427-65b9-4d9a-b6c6-c22f535b2edb · outbound

This paper cites Towards a general-purpose foundation model for computational pathology,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Towards a general-purpose foundation model for computational pathology,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.693794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ae3656-4ed3-464e-86e6-f606855d8d1b · outbound

This paper cites H-optimus-1,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation H-optimus-1,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.825384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97d1bc4e-8ed3-4ec7-8f79-814843e93c8b · outbound

This paper cites HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction.

PathReportEval: A Systematic Benchmark for Pathology Report Generation HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:49.965842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6385a9d1-5a31-4112-8924-bb81b9367696 · outbound

This paper cites WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images.

PathReportEval: A Systematic Benchmark for Pathology Report Generation WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.020270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d36f84e-bb9c-4d2e-9665-9e1b31b4ecaa · outbound

This paper cites Historical report guided bi-modal concurrent learn- ing for pathology report generation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Historical report guided bi-modal concurrent learn- ing for pathology report generation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.119408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd60cb38-4920-4439-beaf-708e00803348 · outbound

This paper cites Semantic Context-aware mOdality fUsion Transformer (SCOUT): A Context-Aware Multimodal Transformer for Concept-Grounded Pathology Report Generation.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Semantic Context-aware mOdality fUsion Transformer (SCOUT): A Context-Aware Multimodal Transformer for Concept-Grounded Pathology Report Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.212994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62730460-0399-455a-9037-78adb6e2213d · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Bleu: a method for automatic evaluation of machine translation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.328536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba08963-f2ba-4619-a9a3-db9ce523ac10 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Rouge: A package for automatic evaluation of summaries,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.505597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc74ca0-5ec3-4cec-9cc5-17342978eb46 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.675732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbdce162-675d-4437-a5a5-9447d3f24657 · outbound

This paper cites Evaluating progress in automatic chest x-ray radiology report generation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Evaluating progress in automatic chest x-ray radiology report generation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:50.835423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3098741a-f942-455f-b0cc-ae872188ce75 · outbound

This paper cites Crimson: A clinically-grounded LLM-based metric for genera- tive radiology report evaluation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Crimson: A clinically-grounded LLM-based metric for genera- tive radiology report evaluation,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.004474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dde43b4-940d-4570-ac4a-8fd1ac4f2779 · outbound

This paper cites Cancer reporting tools,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Cancer reporting tools,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.109085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc54a36-4304-473a-9dd0-a603451a0a71 · outbound

This paper cites [Online].

PathReportEval: A Systematic Benchmark for Pathology Report Generation [Online]

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.190844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08249ede-9aeb-4ddb-8803-c17ed6ae52e0 · outbound

This paper cites Multiple instance captioning: Learning representations from histopathology textbooks and articles,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Multiple instance captioning: Learning representations from histopathology textbooks and articles,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.261908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a784c3f5-1454-428b-8e36-0debc642a301 · outbound

This paper cites A visual–language foundation model for pathology image analysis using medical twitter,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation A visual–language foundation model for pathology image analysis using medical twitter,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.348548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2ff6486-7d56-486f-9507-b53419e77037 · outbound

This paper cites Visual language pretrained multiple instance zero-shot transfer for histopathology images,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Visual language pretrained multiple instance zero-shot transfer for histopathology images,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.424279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af4ac5a-2206-4dca-8f75-9d59eece2594 · outbound

This paper cites RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.

PathReportEval: A Systematic Benchmark for Pathology Report Generation RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.495331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852de480-9bec-4091-9fdb-635a0bc7db06 · outbound

This paper cites Improving factual completeness and consistency of image-to-text radiology report generation,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Improving factual completeness and consistency of image-to-text radiology report generation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.572325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7763b6-c3a4-4283-a3c5-f82c0312fa60 · outbound

This paper cites Histai: An efficient and robust whole-slide imaging repository for computational pathology challenges,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Histai: An efficient and robust whole-slide imaging repository for computational pathology challenges,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.647686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a873cf76-08da-4f60-ad5c-cab64d13e6ab · outbound

This paper cites Miccai 2025 workshop on computational pathology: Report generation challenge,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Miccai 2025 workshop on computational pathology: Report generation challenge,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.713524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cd50847-e0ec-4b78-8f5a-e7df81ec1c16 · outbound

This paper cites Accelerating Data Processing and Benchmarking of AI Models for Pathology.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Accelerating Data Processing and Benchmarking of AI Models for Pathology

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.773839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6e4dcb-8935-4079-a0f3-abf89ad00cd4 · outbound

This paper cites Trident: Gigapath slide processing and feature extraction toolkit,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Trident: Gigapath slide processing and feature extraction toolkit,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.834816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea856b89-c929-4624-9aaa-aaa003117709 · outbound

This paper cites A multimodal whole-slide foundation model for pathology,.

PathReportEval: A Systematic Benchmark for Pathology Report Generation A multimodal whole-slide foundation model for pathology,

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-01T15:25:51.892909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f03c58b2-71ab-450f-842d-b43d5872d178 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:51.946440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e095605-6d24-4ea5-b976-5958b4ea16da · outbound

This paper cites Build a dataset-specific schema based on the dataset structure and the pathology content.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Build a dataset-specific schema based on the dataset structure and the pathology content

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.000148Z

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Unavailable: canonical work link unavailable.

Observation bd9190db-5c01-43f8-a0d5-01213151519b · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.051420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24beb1ff-9444-4516-8b7c-ad80948868a0 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.106905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9acebe-28de-47a6-9700-e623a5d88541 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.182842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd81d1f1-7b39-4ff4-a6bb-61aa9d69efaf · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.223203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d5580f8-dc36-4f85-a4ee-a2c1a7d9ee48 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.273923Z

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Unavailable: canonical work link unavailable.

Observation 8e52557c-8869-4351-a428-4129f5b2064f · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.346644Z

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Observation ced3dde8-dd87-472e-80c4-5b9f2b7eb47e · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.405157Z

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Unavailable: canonical work link unavailable.

Observation 8a215ed0-c287-44fe-9e6e-16d68cdca739 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.452605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f617cd5-f034-4fea-85dd-6819d3400c23 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.502695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7eb454f-fa9a-421a-9436-713f87a21aab · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.578066Z

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Unavailable: canonical work link unavailable.

Observation a1526f49-9833-426e-a1e1-cf3793de23f8 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.635063Z

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Observation 8aaef071-8fbc-48f8-b9af-223aaf37a7cf · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.714116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1bee171-0ad8-45c9-b21d-c43373ea0029 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.797344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff1cc8f-38b8-4e3a-8080-8d0dee13327d · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.852911Z

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Observation 81e5673b-8f2a-486a-aabe-77e2fbb8af35 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.896842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0343b5d1-5828-4947-9edf-d8347bcb18d2 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:52.954390Z

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Unavailable: canonical work link unavailable.

Observation bba9154c-0869-44d8-ad1d-8cdc420090d7 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.002741Z

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Unavailable: canonical work link unavailable.

Observation 01baafd0-d49c-4d9e-aa66-275aef9a558a · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.007702Z

Source-reported events for the cited work

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Observation e53c34d5-e5fe-42cb-a3b8-33700661fb80 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.092866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd1e379b-12ee-40c5-9d96-9a21bfe2611e · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.221773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e278660-87bd-4146-ad66-a513fa3d3220 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.312418Z

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Observation 36ab87b3-273c-48cc-9fb6-5abba1a3c193 · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.382315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01cf8691-b7dd-4142-85c8-096de70d951c · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.511158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec8cf17-57b0-43b6-a9f9-35ad3ec7a79a · outbound

This paper cites an unresolved cited work.

PathReportEval: A Systematic Benchmark for Pathology Report Generation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T15:25:53.705036Z

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Pith citing papers

No inbound Pith citation observations are available.