Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T20:29:39.744103Z
Paper Citation Record · LEDGER
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
As of 5 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 4 inbound Pith citation observations for arXiv:2511.17652.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T06:30:16.612345Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-30T19:15:01.429618Z
Reference resolution
63 of 63 outbound references displayed
- verified exact21
- verified fuzzy40
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 753a5942-4c0b-42eb-9af5-bfc731c067e3 · outbound
This paper cites Artificial intelligence for digital and computational pathology.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Artificial intelligence for digital and computational pathology
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.868972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7463f22d-0df3-45db-be7b-03e83a713129 · outbound
This paper cites Ar- tificialintelligenceindigitalpathology—newtoolsfordiagnosisandprecisiononcology.Nature reviews Clinical oncology, 16(11):703–715.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Ar- tificialintelligenceindigitalpathology—newtoolsfordiagnosisandprecisiononcology.Nature reviews Clinical oncology, 16(11):703–715
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.871647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8489a1c9-2571-4593-98b4-a7b42a85a1d3 · outbound
This paper cites Digital pathology and artificial intelligence.The lancet oncology, 20(5):e253–e261.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Digital pathology and artificial intelligence.The lancet oncology, 20(5):e253–e261
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.856891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation caa099d3-5e85-4a29-bf75-b47d53c99425 · outbound
This paper cites Digital pathology: current status and future perspectives.Histopathology, 61(1):1–9.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Digital pathology: current status and future perspectives.Histopathology, 61(1):1–9
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.854664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 73315cbc-4e5b-402a-9ef7-df2c48273e30 · outbound
This paper cites Onthechallengesandperspectivesoffoundationmodels for medical image analysis.Medical image analysis, 91:102996.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Onthechallengesandperspectivesoffoundationmodels for medical image analysis.Medical image analysis, 91:102996
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.864412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a7440ba-6d41-40ea-8c1b-ca76e2f4a80f · outbound
This paper cites Towardsageneral- purpose foundation model for computational pathology.Nature Medicine, 30(3):850–862.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Towardsageneral- purpose foundation model for computational pathology.Nature Medicine, 30(3):850–862
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.866699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8f3030c1-3dc8-425e-bf68-c72de011d744 · outbound
This paper cites Towards a Visual-Language Foundation Model for Computational Pathology.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Towards a Visual-Language Foundation Model for Computational Pathology
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.077024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c376b6c-2cb3-437f-8bf8-def077464e70 · outbound
This paper cites A whole-slide foundation model for digital pathology from real-world data.Nature, pages 1–8.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots A whole-slide foundation model for digital pathology from real-world data.Nature, pages 1–8
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.852608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce974f18-9d7d-4e55-bcc3-6fbbc4da9b55 · outbound
This paper cites Towards a generalizable pathology foundation model via unified knowledge distillation.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Towards a generalizable pathology foundation model via unified knowledge distillation
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.861708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b41bd76b-b27c-4e4f-a012-91de56c9fad2 · outbound
This paper cites Artificialintelligenceforprostatecancerdiagnostics.NatureCancer,Septem- ber 2025.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Artificialintelligenceforprostatecancerdiagnostics.NatureCancer,Septem- ber 2025
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.859462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ab8387a8-41cf-48e8-8289-cf2c84533498 · outbound
This paper cites Gen- erating dermatopathology reports from gigapixel whole slide images with histogpt.Nature Communications, 16(1):1–17.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Gen- erating dermatopathology reports from gigapixel whole slide images with histogpt.Nature Communications, 16(1):1–17
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.835348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9837875c-5d26-464d-9dbf-01d3d4933a61 · outbound
This paper cites spemo: Exploring the capacity of foundation models for analyzing spatial multi-omic data.Nature Biomedical Engineering, pages 2025–01.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots spemo: Exploring the capacity of foundation models for analyzing spatial multi-omic data.Nature Biomedical Engineering, pages 2025–01
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.805032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4bf65dd7-45b8-4e46-8cf0-806eb014f299 · outbound
This paper cites Prism2: Unlocking multi-modal general pathology ai with clinical dialogue.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Prism2: Unlocking multi-modal general pathology ai with clinical dialogue
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.152200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fb3446a-510e-4542-9dfe-6a5f7551e5c0 · outbound
This paper cites Vision-language models for vision tasks: A survey.IEEE transactions on pattern analysis and machine intelligence, 46(8):5625– 5644.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Vision-language models for vision tasks: A survey.IEEE transactions on pattern analysis and machine intelligence, 46(8):5625– 5644
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.832637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6d0fe203-0f82-48f3-8094-ed96b394470b · outbound
This paper cites Slidechat: A large vision-language assistant for whole-slide pathology image understanding.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Slidechat: A large vision-language assistant for whole-slide pathology image understanding
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.837992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 70f06605-0cbb-40f2-b2b0-66f8cfb7f45f · outbound
This paper cites A multimodal generative ai copilot for human pathology.Nature, 634(8033):466–473.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots A multimodal generative ai copilot for human pathology.Nature, 634(8033):466–473
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.802957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ccc0798-0280-4780-954c-8824f456f1eb · outbound
This paper cites Avision–languagefoundationmodel for precision oncology.Nature, pages 1–10.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Avision–languagefoundationmodel for precision oncology.Nature, pages 1–10
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.795911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b7e45c2-7812-4f7a-9d39-e30806483702 · outbound
This paper cites A visual–language foundation model for pathology image analysis using medical twitter.Nature medicine, 29(9):2307–2316.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots A visual–language foundation model for pathology image analysis using medical twitter.Nature medicine, 29(9):2307–2316
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.800884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5185a34b-9eb8-4d5a-b1fe-c77c76eea544 · outbound
This paper cites SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.092923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 29f59416-1dbc-4bc1-9a84-fbf0ff0cc56f · outbound
This paper cites arXiv preprint arXiv:2505.11404 , year=.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots arXiv preprint arXiv:2505.11404 , year=
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.148282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a98639b0-4254-4aa2-b357-e09a7d157242 · outbound
This paper cites Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.129835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 24d284b3-9eda-4a8e-88fe-ff1b26524c83 · outbound
This paper cites PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.111658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 91598d2a-f912-4ee6-b1b4-cb08d62394c2 · outbound
This paper cites Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.798531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d864f836-00a8-46b0-a7db-3463f7695578 · outbound
This paper cites The cancer genome atlas pan- cancer analysis project.Nature genetics, 45(10):1113–1120.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots The cancer genome atlas pan- cancer analysis project.Nature genetics, 45(10):1113–1120
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.777495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4bc0897f-9d0b-4047-9e21-ca73e88fe51b · outbound
This paper cites Openai o3 and o4-mini system card.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Openai o3 and o4-mini system card
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.789144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 52e4ec45-9ddc-4de4-8fbf-883ca87aec3b · outbound
This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots PathVQA: 30000+ Questions for Medical Visual Question Answering
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.143351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8f7cbc95-4a45-484e-8ccf-dca61b765dd3 · outbound
This paper cites Pathmmu: A massive multimodal expert-level benchmarkforunderstandingandreasoninginpathology.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Pathmmu: A massive multimodal expert-level benchmarkforunderstandingandreasoninginpathology
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.756095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4985ea8-73c7-48b6-927b-8292f75810d0 · outbound
This paper cites Song, Ming Y.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Song, Ming Y
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.840235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 73818fb2-2b98-4b34-9e97-a5fda022c239 · outbound
This paper cites Stimage- 1k4m: A histopathology image-gene expression dataset for spatial transcriptomics.Advances in Neural Information Processing Systems, 37:35796–35823.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Stimage- 1k4m: A histopathology image-gene expression dataset for spatial transcriptomics.Advances in Neural Information Processing Systems, 37:35796–35823
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.775046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 60f3f7de-7eb1-4943-8141-9ba937d53b36 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.164073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8605bc63-2d64-4d2d-b85f-3a98561862ce · outbound
This paper cites Pathological Visual Question Answering.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Pathological Visual Question Answering
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.168782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c6d2913-7a9e-4521-9e21-4575b6d84a51 · outbound
This paper cites Qwen2 Technical Report.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Qwen2 Technical Report
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.097658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 50f40bc7-ff7a-4133-b8af-763bb33c9c00 · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.103194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 946072c0-400a-48d9-b0b3-18f68fc46abb · outbound
This paper cites MedGemma Technical Report.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots MedGemma Technical Report
Reference 34
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.086661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4e78b69d-9781-4e46-88b6-8549f8d92e5d · outbound
This paper cites arXiv preprint arXiv:2508.02669 , year=.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots arXiv preprint arXiv:2508.02669 , year=
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.081611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d1c1b32-b354-47f4-88e1-680f90ab88bc · outbound
This paper cites Lipoblast: morphologic features and diagnostic value.Journal of UOEH, 36(2):115–121.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Lipoblast: morphologic features and diagnostic value.Journal of UOEH, 36(2):115–121
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.753816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34bda4ac-f232-4cd0-a6b4-67a4e1b51537 · outbound
This paper cites Gaia: a benchmark for general ai assistants.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Gaia: a benchmark for general ai assistants
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.758434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ecd1356-5dff-4f38-9cc9-9c60da0d15ff · outbound
This paper cites Advancing AI Research Assistants with Expert-Involved Learning.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Advancing AI Research Assistants with Expert-Involved Learning
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.120460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a2f1c4c2-2677-41c8-84ca-0106ce44070a · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.139647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb384ef3-89e7-414b-b52e-c70e2c7438b5 · outbound
This paper cites Gpt-4 technical report.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Gpt-4 technical report
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.850150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1af039bb-f3f3-4817-9246-d517a0213682 · outbound
This paper cites Bleu: a method for automatic evaluation of machine translation.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Bleu: a method for automatic evaluation of machine translation
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.829616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9699dc1-66a4-4261-b0f3-927f3ed1a681 · outbound
This paper cites Rouge: A package for automatic evaluation of summaries.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Rouge: A package for automatic evaluation of summaries
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.843166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba79d40c-f46c-416c-b4d0-0c948883feab · outbound
This paper cites Bertscore: Eval- uating text generation with bert.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Bertscore: Eval- uating text generation with bert
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.847949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1756de05-b96a-41f4-9736-fb9974cf3e04 · outbound
This paper cites Quickumls: a fast, unsupervised approach for medical concept extraction.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Quickumls: a fast, unsupervised approach for medical concept extraction
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.793271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3bf449e-e68b-497a-a18d-5033fc9a57e3 · outbound
This paper cites A visual–omics foundation model to bridge histopathology with spatial transcriptomics.Nature Methods, pages 1–15.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots A visual–omics foundation model to bridge histopathology with spatial transcriptomics.Nature Methods, pages 1–15
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.784605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a45a9656-2679-4661-8b51-8dc72ea7a646 · outbound
This paper cites Analysis of 3d pathology samples using weakly supervised ai.Cell, 187(10):2502–2520.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Analysis of 3d pathology samples using weakly supervised ai.Cell, 187(10):2502–2520
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.786958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 877590e9-17f8-4e7e-8bec-5337d2a5b29b · outbound
This paper cites Visium technology.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Visium technology
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.845685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 86b01789-5d52-4e40-98af-11af96e9e5bf · outbound
This paper cites Cell2sentence: Teaching largelanguagemodelsthelanguageofbiology.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Cell2sentence: Teaching largelanguagemodelsthelanguageofbiology
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.763129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8b34d167-b71f-4aa2-8616-95fa17f59de6 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots HybridFlow: A Flexible and Efficient RLHF Framework
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.107485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 87e911e5-bef9-4271-8b03-ce0c489a9815 · outbound
This paper cites LlamaFactory: Unified efficient fine-tuning of 100+ language models.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots LlamaFactory: Unified efficient fine-tuning of 100+ language models
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.768509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1fd95f6b-1843-47b2-b6fe-678a0daa9e3a · outbound
This paper cites an unresolved cited work.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T20:30:11.765532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0455cee5-961e-4bcb-bfc4-e118f91e7591 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 52
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.156330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0652fd76-8199-45b5-afc2-735d48feaf6b · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.172348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 735a828e-c7d6-4237-a9db-4fc798cdfe7b · outbound
This paper cites Scikit- learn: Machine learning in python.the Journal of machine Learning research, 12:2825–2830.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Scikit- learn: Machine learning in python.the Journal of machine Learning research, 12:2825–2830
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.760939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 17909f9b-2d53-458e-842c-a597c51aab94 · outbound
This paper cites Scipy 1.0: fundamental algorithms for scientific computing in python.Nature methods, 17(3):261–272.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Scipy 1.0: fundamental algorithms for scientific computing in python.Nature methods, 17(3):261–272
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.782405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0e14ebc9-a3d0-4af5-857b-8d0799a463e2 · outbound
This paper cites Radgraph: Extracting clinical entities and relations from radiology reports.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Radgraph: Extracting clinical entities and relations from radiology reports
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.779953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2a32a7c-a4c8-47cd-9bf4-6a1921e5c53b · outbound
This paper cites Aci-bench: a novel ambient clinical intelligence dataset for benchmarking automatic visit note generation.Scientific Data, 10(1):586.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Aci-bench: a novel ambient clinical intelligence dataset for benchmarking automatic visit note generation.Scientific Data, 10(1):586
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.791248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb7bfc1c-b124-48dc-a0b1-9dfd37d445ef · outbound
This paper cites Adapted large language models can outperform medical experts in clinical text summarization.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Adapted large language models can outperform medical experts in clinical text summarization
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.770605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d21dd540-0ddd-4a7a-8910-eb19dfc52396 · outbound
This paper cites Visualinstructiontuning.Advances in neural information processing systems, 36:34892–34916.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Visualinstructiontuning.Advances in neural information processing systems, 36:34892–34916
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T20:30:11.772665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e0190bf3-ac8c-4976-b820-cf6851901b3d · outbound
This paper cites Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.134883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4104e248-36d5-4c61-b19b-a4f6936dc510 · outbound
This paper cites Part i: Tricks or traps? a deep dive into rl for llm reasoning.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots Part i: Tricks or traps? a deep dive into rl for llm reasoning
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T20:30:11.160442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6f0c7d33-ee0b-4908-8407-12343980bcf5 · outbound
This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Reference 62
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T20:30:11.116491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 97c674a9-d573-4b13-9f73-a70f64d2ec4a · outbound
This paper cites arXiv preprint arXiv:2508.11408 , year=.
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots arXiv preprint arXiv:2508.11408 , year=
Reference 63
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T20:30:11.125071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 1a36df75-107e-4b58-8322-0fe6fb2dc80e · inbound
A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization cites this paper.
A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T20:11:09.252473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 72561c4c-357d-43aa-84ee-3942b770e506 · inbound
A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization cites this paper.
A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T07:11:27.034581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b71ff2a9-ffb0-40a0-9afb-a8aceadf5d3c · inbound
PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow cites this paper.
PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T19:15:01.431179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 17763079-ce69-4d23-bbe9-f94f340e4960 · inbound
The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.
The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
Reference 154
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:30:16.612345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.