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Paper Citation Record · LEDGER

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation

As of 21 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.03079.

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

pith.paper-citation-record.v1
2608.03079 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:57:59.141998Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy28
  • unresolved37
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0384434-c71d-4ef6-a1e5-615382964164 · outbound

This paper cites Breast cancer, version 3.2024, NCCN clinical practice guidelines in oncology.Journal of the National Comprehensive Cancer Network, 22(5):331–357, 2024.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Breast cancer, version 3.2024, NCCN clinical practice guidelines in oncology.Journal of the National Comprehensive Cancer Network, 22(5):331–357, 2024

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 5213bb56-b326-4bf6-bba5-67303edadc35 · outbound

This paper cites Siegel, Isabelle Soerjomataram, and Ahmedin Jemal.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Siegel, Isabelle Soerjomataram, and Ahmedin Jemal

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 4a56c023-3d77-482c-9a6a-c106caa8fd7b · outbound

This paper cites Histological diagnosis of unprocessed breast core-needle biopsy via stimulated raman scattering microscopy and multi-instance learning.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Histological diagnosis of unprocessed breast core-needle biopsy via stimulated raman scattering microscopy and multi-instance learning

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a8657e54-f642-49a4-b072-7f7bbaad2d88 · outbound

This paper cites Precision pathology as applied to breast core needle biopsy evaluation: implications for management.Modern Pathology, 34:48–61, 2021.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Precision pathology as applied to breast core needle biopsy evaluation: implications for management.Modern Pathology, 34:48–61, 2021

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.897887Z digest=sha256:790efb368b0f1635e0d3dada9766dca482ef9455e9e075dd310fe9e3c1d12c51

Observation fbaa0bd6-1d3b-4676-bcd8-73cdfb7897ad · outbound

This paper cites Diagnostic pitfalls in needle core biopsy of the breast: an update.Diagnostic Histopathology, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Diagnostic pitfalls in needle core biopsy of the breast: an update.Diagnostic Histopathology, 2025

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b6078872-92f1-4b16-bb00-a270e1ac989b · outbound

This paper cites Breast core needle biopsy: issues and controversies.Modern Pathology, 23:S36–S45, 2010.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Breast core needle biopsy: issues and controversies.Modern Pathology, 23:S36–S45, 2010

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.905857Z digest=sha256:3def3efa5fcb4093375bed47caa095695b433e47181f8785b89585cdd33cd547

Observation d65776e9-f2ef-46e5-b747-93c7d5aaa339 · outbound

This paper cites Assessing intraductal proliferations in breast core needle biopsies.Diagnostic Histopathology, 24(2):49–57, 2018.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Assessing intraductal proliferations in breast core needle biopsies.Diagnostic Histopathology, 24(2):49–57, 2018

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.910012Z digest=sha256:47babe70555b4241eb4e04a260b6d04afa8ff8687c21c9d1ceb7f20c35a5407c

Observation 4983c53b-c7f9-49ac-988a-7f16f30fd2d4 · outbound

This paper cites Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology.npj Digital Medicine, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology.npj Digital Medicine, 2025

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.913744Z digest=sha256:402e63d5d59cdc8d20c9d822960dce8913ca1bb5b1a9a738d5250b6879b32f95

Observation ae442e3b-5aa4-41b2-a789-77623f54b25b · outbound

This paper cites A visual–language foundation model for pathology image analysis using medical twitter.Nature medicine, 29(9):2307–2316, 2023.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation A visual–language foundation model for pathology image analysis using medical twitter.Nature medicine, 29(9):2307–2316, 2023

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a2ce259a-053b-4769-8c74-2b0a41f70355 · outbound

This paper cites A visual-language foundation model for computational pathology.Nature Medicine, 30:863–874, 2024.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation A visual-language foundation model for computational pathology.Nature Medicine, 30:863–874, 2024

Reference 10

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Observation 1f72727b-469e-451a-b67a-f7e4f0cef906 · outbound

This paper cites PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology

Reference 11

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Unavailable: canonical work link unavailable.

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Observation 295dbdf6-1dcd-4a3a-aaca-088ae214ad88 · outbound

This paper cites Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction.Nature communications, 13(1):7761, 2022.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction.Nature communications, 13(1):7761, 2022

Reference 12

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source=pdf_text observed=2026-08-15T14:57:58.930627Z digest=sha256:d1183990de5f90ec713313cd86f8838c68b3deb40fd3cd7e6631405ff37abcd6

Observation 3cc7c266-ec2d-4b38-aae2-6ef9673b3da3 · outbound

This paper cites Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.934737Z digest=sha256:ef4f7d93b6ed9746d52d756fdcd270540fb4f7ee44d245790c3429f0c03c129a

Observation 2d25b01a-703a-48b4-ba6f-ef7dead04c22 · outbound

This paper cites A multimodal whole-slide foundation model for pathology.Nature medicine, pages 1–13, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation A multimodal whole-slide foundation model for pathology.Nature medicine, pages 1–13, 2025

Reference 14

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source=pdf_text observed=2026-08-15T14:57:58.938539Z digest=sha256:9d0f08a19cb4ebe6d6a7d93d389c47709084d5e17c580e7affb9616dda7615cb

Observation 8817a8ae-6351-4bd3-bb2e-a843d7866ffb · outbound

This paper cites Se- mantic consistency-based uncertainty quantification for factuality in radiology report generation.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Se- mantic consistency-based uncertainty quantification for factuality in radiology report generation

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.942741Z digest=sha256:e9771ff49adb2528c8e98c9d00f416893f70de02d16cea09674e466f535759ca

Observation 83217be6-15cb-4470-a6f5-cedfffa5a0c8 · outbound

This paper cites Springer, 2005.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Springer, 2005

Reference 16

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Observation 8a6fec50-8f8b-4bb7-8c75-e715d735c6e5 · outbound

This paper cites Learn then test: Calibrating predictive algorithms to achieve risk control.The Annals of Applied Statistics, 19(2):1641–1662, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Learn then test: Calibrating predictive algorithms to achieve risk control.The Annals of Applied Statistics, 19(2):1641–1662, 2025

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation e861c5a2-68c9-4bf5-b7a7-de28359d4d02 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 3d2b5ee0-022d-439e-8dd6-a00a7a82f829 · outbound

This paper cites Harrison, Gabriel Skogberg, Sonya Jackson, Markus Fridén, Johan Karlsson, Ola Spjuth, and Carolina Wählby.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Harrison, Gabriel Skogberg, Sonya Jackson, Markus Fridén, Johan Karlsson, Ola Spjuth, and Carolina Wählby

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 599b9db9-083a-41a1-b1c9-0aa5e5f97988 · outbound

This paper cites Mitosis domain generalization in histopathology images-the MIDOG challenge.Medical Image Analysis, 84:102699, 2023.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Mitosis domain generalization in histopathology images-the MIDOG challenge.Medical Image Analysis, 84:102699, 2023

Reference 20

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 55e107ec-951a-4ce5-8e5b-10174bb1126a · outbound

This paper cites Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer.Jama, 318(22):2199–2210, 2017.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer.Jama, 318(22):2199–2210, 2017

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 64bcc247-9e95-4cee-b7c0-14e49cc29f2a · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:58.969737Z digest=sha256:3996e7a62c16a0008e177ecec5bf7aaa6a4b3aef2e0b04b12f541a38c0428745

Observation 6c0256a7-2f10-4c5e-a8c4-363aaedaaafb · outbound

This paper cites Openbiollms: Advancing open-source large lan- guage models for healthcare and life sciences.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Openbiollms: Advancing open-source large lan- guage models for healthcare and life sciences

Reference 23

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Unavailable: canonical work link unavailable.

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Observation d039a97d-d4cb-4857-a2e6-f2aa0fc59be0 · outbound

This paper cites Perceiver: General perception with iterative attention.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Perceiver: General perception with iterative attention

Reference 24

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Observation faf67c03-ece5-477b-9c0d-9687b9e696fe · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.Proceedings of the national academy of sciences, 114(13):3521–3526, 2017.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Overcoming catastrophic forgetting in neural networks.Proceedings of the national academy of sciences, 114(13):3521–3526, 2017

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation bef2baa1-9faf-45be-b868-bb2ee4fb6916 · outbound

This paper cites Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Vl-adapter: Parameter-efficient transfer learning for vision-and-language tasks

Reference 26

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Observation c5bd52a4-73e1-43a6-bdeb-f70545b709b2 · outbound

This paper cites Parameter-efficient transfer learning for NLP.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Parameter-efficient transfer learning for NLP

Reference 27

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raw_fallback, observed 2026-08-15T14:57:59.631887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:58.989052Z digest=sha256:b12a805acabdbe652b8846dae71ac488321bed80b4428ad70cb763b17a1635e2

Observation 3c432dfd-4cb2-4ecb-a12b-7ea37f23d6e6 · outbound

This paper cites Learning to prompt for vision-language models.International Journal of Computer Vision, 130(9):2337–2348, 2022.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Learning to prompt for vision-language models.International Journal of Computer Vision, 130(9):2337–2348, 2022

Reference 28

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source=pdf_text observed=2026-08-15T14:57:58.992660Z digest=sha256:66689c3e331f9c4821e931d43bf65590ee222cbabc1b4c11c6afd09d15d91bc5

Observation 7e26c7a1-c6f3-4e4c-acdd-576cf7e52786 · outbound

This paper cites Learning transferable visual models from natural language supervision.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Learning transferable visual models from natural language supervision

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:58.996733Z digest=sha256:581b0f20f9bc473d1c0f1a3480bfa2a0e9f54790af3708c5cba7590ab7e3b0d1

Observation 1f8ec796-8c09-405d-9c2f-769783e517ad · outbound

This paper cites Predicting axillary lymph node metastasis in early breast cancer using deep learning on primary tumor biopsy slides.Frontiers in oncology, 11:759007, 2021.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Predicting axillary lymph node metastasis in early breast cancer using deep learning on primary tumor biopsy slides.Frontiers in oncology, 11:759007, 2021

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.000752Z digest=sha256:15c4fd34f17f08a74f3cef08c7bcbc1b6cde1de32897afc6d46ce45effdfcbb4

Observation a07310a8-52b4-488a-a1cb-fb350c6b0d37 · outbound

This paper cites Bracs: A dataset for breast carcinoma subtyping in h&e histology images.Database, 2022:baac093, 2022.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Bracs: A dataset for breast carcinoma subtyping in h&e histology images.Database, 2022:baac093, 2022

Reference 31

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.004990Z digest=sha256:12aaf68c65cdbd00408eda6e0f9fb86bd91aa070e6b0e0a11b87d0e33013f4be

Observation ce5e7db0-67db-4f22-a332-2d1c356ddeaa · outbound

This paper cites Qwen3 technical report, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Qwen3 technical report, 2025

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.009603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.009603Z digest=sha256:a518c16670a3a6e1f1f7212485dbd0eea59e69634af29246bf823a701b54cb3e

Observation 48d69ac9-a647-4dc1-827c-3fa3e8262090 · outbound

This paper cites Modaltune: Fine-tuning slide-level foundation models with multi-modal information for multi-task learning in digital pathology.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Modaltune: Fine-tuning slide-level foundation models with multi-modal information for multi-task learning in digital pathology

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.591309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.013295Z digest=sha256:ff2f628f4cd3d9faab12398fa90492084e106eb2329e641f242f9dfdd4dd3f27

Observation a8a546d1-cc29-4eb5-b4d6-dfe86f40c10b · outbound

This paper cites Problematic issues in breast core needle biopsies.Modern Pathology, 32:71–76, 2019.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Problematic issues in breast core needle biopsies.Modern Pathology, 32:71–76, 2019

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.580766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.017072Z digest=sha256:e8fb3ce7236f22babb73e6756c50bea4e68684ad525ab190365494b1fecee85f

Observation 6bd6b93c-6beb-43a1-9334-d7b06ca888bc · outbound

This paper cites Improving radiology report generation systems by removing hallucinated references to non-existent priors.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Improving radiology report generation systems by removing hallucinated references to non-existent priors

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.568803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.021982Z digest=sha256:b3ebac627d1fd57882245249f5ba53932f8d821676c1d7404dc171f2dd9c3923

Observation 5a04a8a8-f133-42d4-9fd0-de445f085eb2 · outbound

This paper cites A framework to assess clinical safety and hallucination rates of llms for medical text summarisation.NPJ digital medicine, 8(1):274, 2025.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation A framework to assess clinical safety and hallucination rates of llms for medical text summarisation.NPJ digital medicine, 8(1):274, 2025

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.026009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.026009Z digest=sha256:dd9ca9870ffa9ba7a817d69437197f9b036f4d6f518a99455c37fc48921f025b

Observation ffde2682-e3a2-4fc5-bf94-55ad975a445c · outbound

This paper cites Second opinion needed: communicating uncertainty in medical machine learning.NPJ Digital Medicine, 4(1):4, 2021.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Second opinion needed: communicating uncertainty in medical machine learning.NPJ Digital Medicine, 4(1):4, 2021

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.551179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.029963Z digest=sha256:b6519dc0a6114295f09a8d6ee9de1d2b84e1f94bf2bbfb046fe190661c220a8d

Observation 3176a976-30ea-4ca2-b9dd-4af2fde4c26b · outbound

This paper cites Conformal prediction: A gentle introduction.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Conformal prediction: A gentle introduction

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.033945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.033945Z digest=sha256:e9803330c079ffd2d805e3148fb0ea897763a05df95a7f84d2f40716f7e09540

Observation 7465905f-2366-4daa-9a08-a0ad13c19584 · outbound

This paper cites Conformal Risk Control.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Conformal Risk Control

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.037416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.037416Z digest=sha256:7fabdc64ecc73168dcd50aef506e3e4c4303dde79f28fbbeb06d79469e594d25

Observation 538c8cbc-65cd-466e-8878-ee88c4f257dc · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.041278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.041278Z digest=sha256:b37f3ab708a14f39096a2a5cfa2c725019b3afbc7597ce21203cc9c8e4364b44

Observation ce4eed7f-84ff-4328-8dd3-d6507c18384e · outbound

This paper cites Uncertainty Sets for Image Classifiers using Conformal Prediction.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Uncertainty Sets for Image Classifiers using Conformal Prediction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.045234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.045234Z digest=sha256:efb589f26b7c705340cd425ad213dab3e7355d2032e679c793e2a3beef758225

Observation f23e612b-47a2-462f-ad17-8880c0b678f9 · outbound

This paper cites Springer, 2005.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Springer, 2005

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.049397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.049397Z digest=sha256:3d6d9dc571aa6c671809f0a8dcda17f63965f214370e3881c0b2812b94ac7238

Observation 92e66e8d-542d-42b9-b08f-11daa0b6674b · outbound

This paper cites Conformal prediction under covariate shift.Advances in neural information processing systems, 32, 2019.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Conformal prediction under covariate shift.Advances in neural information processing systems, 32, 2019

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T14:57:59.053418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:57:59.053418Z digest=sha256:044f0e25cb2dd0db86d68bc768bdda334cb5a55a46199e74b40502fcc3be1240

Observation 97195d69-0b14-43bf-833f-d2b43d1ea6f7 · outbound

This paper cites The use of confidence or fiducial limits illustrated in the case of the binomial.Biometrika, 26(4):404–413, 1934.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation The use of confidence or fiducial limits illustrated in the case of the binomial.Biometrika, 26(4):404–413, 1934

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.519095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.057146Z digest=sha256:aa0f6ee1e8fab79399c38f2fac457dc75088aa5e4464039d20a0b590d2236b0e

Observation 8e81900b-d956-42cb-bde3-94f5e464277b · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.508989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.061811Z digest=sha256:9fd8dc90c5800422c34794b61d392ba080c04c79eb12d1056d27ca574764030a

Observation e5d83af2-522c-4af3-91c1-a5d8560a180a · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.498628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.066579Z digest=sha256:2ca47eb73e1f9059b3477d0ceb7ef74ebedf737703fccc3daa0c12f30b0ace86

Observation 2dc2a60f-3285-460e-a658-99523336fdfe · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.489090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.070218Z digest=sha256:9e5d54d7738b85d380ddaf5957c74b3d1d37078f22f5e1c9f939bdd4c0441a20

Observation 339e4d1f-2443-4963-a85e-7338fefe95a2 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.479699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.073760Z digest=sha256:be7e5164a64af511d9c96df53b78c62dc5fda563560be47fd19dd159f78a3758

Observation a3a03de8-c1bf-4e49-87b2-76f1b4074066 · outbound

This paper cites reference classifier unknown -- skipped.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation reference classifier unknown -- skipped

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.469392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.077876Z digest=sha256:66b60ddcbf4927fbc87d2d60da18337681288e4596cd082569a7f59382042d09

Observation 2dd6dc03-f96d-475f-9714-61440d44322f · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.457971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.081429Z digest=sha256:7d3662ba52705d600194cc308aaf8cd5c89ae86e9a190f44d574d0b9c0882ea3

Observation ff0ee686-f884-466c-8288-62d57028af8d · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.446399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.085243Z digest=sha256:6250c4b9197b02352538299c683927b919510b434c84f1d023b02b9b313e6986

Observation cf68e47c-e277-4d4b-b2d5-ceb7d91ddc1c · outbound

This paper cites Figure S2: System and User prompts used for calculating the Judge Score via the LLM auditor.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Figure S2: System and User prompts used for calculating the Judge Score via the LLM auditor

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.436678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.088887Z digest=sha256:edcd270c65764cf88ecc33a6c6c4b3f9b726ace38ee1e028789fa57f363f5374

Observation 91ef13eb-6bb3-4b8c-a725-93c48d24a30d · outbound

This paper cites ASynthesizer Agentintegrates the candidate reports and the classifier’s subtype into a single, professional diagnostic statement for auto-release.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation ASynthesizer Agentintegrates the candidate reports and the classifier’s subtype into a single, professional diagnostic statement for auto-release

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.426234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.093143Z digest=sha256:ad145e7ae9432560b71772d5d226f2e951608a97a3ed0e8080ecccbfd07465dd

Observation bd498f9b-0da7-4de1-b46c-85745148e826 · outbound

This paper cites The system discards the LLM-generated text and falls back to outputting only the classifier’s subtype label, prioritizing safety over narrative detail.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation The system discards the LLM-generated text and falls back to outputting only the classifier’s subtype label, prioritizing safety over narrative detail

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.414921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.096604Z digest=sha256:ccd57af5b7beac7e50849961b1091e86f7cb4b5b8c860cb67ee1454072cb0265

Observation 806cd40f-3d8b-43a8-9541-6eb7182cf2e0 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.404525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.101547Z digest=sha256:b43c1b99b3fd600ec3a99bcb3a4a3131c598c6e370418edbcd1379e8eda61c21

Observation c5d66074-aa8f-4b37-99c3-aa3ee4829251 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.394072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.105212Z digest=sha256:eeb5c78fd76f9a260b77d577edba15f176cc73ce238a94dc67fd23be0e906b35

Observation d2a62ad7-5a38-4198-b10a-9cfd1652853e · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.382791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.108721Z digest=sha256:2f1de37eb55e0ec93fcdbb6dfe6ba1f7a4ff3dded3ad3bec8fcfc6938d1cf4d1

Observation 1bd4dc68-88f1-4089-8176-0ce8c04c5e0b · outbound

This paper cites Figure S3: Prompt for the Synthesizer Agent used to generate the final auto-released clinical diagnosis under the trusted pathway.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Figure S3: Prompt for the Synthesizer Agent used to generate the final auto-released clinical diagnosis under the trusted pathway

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.372106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.112426Z digest=sha256:505ea23bf649c14bd95502e209282e7670f8abfb8eadb0dee5ba57c218f6c589

Observation d176161d-0740-4956-8df6-bd076bdb905e · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.359606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.116259Z digest=sha256:36d786c7aa1d610f239bf05bce3ec2182ea4c00931442e7ad3606f64396ee722

Observation ac9df8d3-c6c5-4bc5-bd2b-55bfbaf385b0 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.348114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.119657Z digest=sha256:4eb58f302f65238cef28304c33bb92386eab64949c0943761de992dab317e216

Observation ac7bd546-320e-4b70-9495-9786f6680518 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.336965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.123845Z digest=sha256:367cae45660754c5f055c2b0ff2bd15b5736e8db0d6839cc8915b79266837d9b

Observation 5964d1d5-e198-4aad-bae8-1534f589ed8d · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.325902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.127481Z digest=sha256:4b9ec95d23f2a35196be68a8879a112aa8cbedba9fd7c73f1ec26eab144ecb4c

Observation 852712df-dcc6-47ef-8c25-c1f2576d51b3 · outbound

This paper cites Strictly apply the honesty priority.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Strictly apply the honesty priority

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.315245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.131469Z digest=sha256:dfb2162725481798bbbc9583ca86a1a701575c96d5440acc8bf4b13700b8b87a

Observation 90846b02-0654-4b1c-a28b-0582920f6670 · outbound

This paper cites Do not penalize omission of information that is not present in the ground truth or not assessable on core needle biopsy.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Do not penalize omission of information that is not present in the ground truth or not assessable on core needle biopsy

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:57:59.303782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.135080Z digest=sha256:63a9a081d2580fda9288262823cf1a871c3ce3767c46b772dbb48ef593ab4b48

Observation 73cd1148-d10e-42cd-bb45-1d28b6261546 · outbound

This paper cites an unresolved cited work.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:57:59.292288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.138565Z digest=sha256:8e0e69df275c14bd3642814ada92e68ce4a95081243328b5abc441a9aaa55f9f

Observation 879c9db6-3cac-4a5d-8230-14b4c9ec0dc7 · outbound

This paper cites [Scoring Guidance] - Near 1.00: Accurate, honest, complete, and professional.

CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosis and Risk-Controlled Report Generation [Scoring Guidance] - Near 1.00: Accurate, honest, complete, and professional

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-15T14:57:59.238703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T14:57:59.141998Z digest=sha256:0a20f7a1053d1a9cc36387108dc00ec93e5f45f291ac71b900817d9a3e06d70d

Pith citing papers

No inbound Pith citation observations are available.