{"as_of":"2026-08-14T14:25:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:aefda122fcfaa522cbfdd6c9b9f465b12c6b316237da578849fb8a9d2fd7c1c2","coverage":[{"denominator":46,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":46,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T05:32:10.067905Z","state":"measured"},{"denominator":46,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":46,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2602.02124/citation-record","integrity":"/paper/2602.02124/integrity","json":"/paper/2602.02124/citation-record.json","paper":"/paper/2602.02124"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.368873Z","title":"W., Blanckley, A., Boldon, H","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.368873Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:8c4a1bf2d7815dfbd1c8dd07366345b333503e9a8ab3f927f42eee6495d35a32","observation_id":"d0d0d948-49f6-44cb-82ab-d95f6509828e","resolution":{"observed_at":"2026-08-03T05:32:06.368873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.444125Z","title":"J.et al.An analysis of the attrition of drug candidates from four major pharmaceutical companies.Nat","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.444125Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:fb15157c7ffb3d7f0fde12b36e63bf01d8778770f3e56d9763e21bf57304fef8","observation_id":"09c11973-d6eb-416f-89a0-01f713b7e98a","resolution":{"observed_at":"2026-08-03T05:32:06.444125Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.531270Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.531270Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:f56be882b21510dbe36ef85e032d654b09627db1e7e45e05e48c57a4fee079f6","observation_id":"fcdcd804-f23c-4708-9eff-f428c7e118f8","resolution":{"observed_at":"2026-08-03T05:32:06.531270Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.579235Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.579235Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:d43f152d4251e9fbefffc38515ee37a6eefcb9a32bd4ed3078bac9f82a2b826b","observation_id":"5330abba-e758-40ed-8946-5cefc3db3b31","resolution":{"observed_at":"2026-08-03T05:32:06.579235Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.619943Z","title":"Reports12, 19236 (2022)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.619943Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:0a26485b64acb8ba5799c8c7a8d8d7e74b5090925f7ff7c3df1c32d34352b0b4","observation_id":"effb674e-c1c1-494d-9fa5-6afd2164e180","resolution":{"observed_at":"2026-08-03T05:32:06.619943Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.658733Z","title":"medicine25, 1301–1309 (2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.658733Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:eb5d8daf98b0747f6b4732c912d0b0c4e4edf429053554be2b6dadb55c12b16a","observation_id":"6f2616da-5c34-4d52-bfe6-b091a5f8e941","resolution":{"observed_at":"2026-08-03T05:32:06.658733Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.688313Z","title":"pathology 38, 5S–81S (2010)","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.688313Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:295a7378840242980eb2ec7c02bc6281232b7951a1b894e0a7c514691cf8fff0","observation_id":"53c8359c-c8c5-4f38-abae-5dcaf8ec75c9","resolution":{"observed_at":"2026-08-03T05:32:06.688313Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.712529Z","title":"& Monticello, T","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.712529Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:3abbc9e9398e22cc531485743ff7442f2cbfa23f657838d7120b7a18dbea0026","observation_id":"d3f3fdd0-943a-4152-a72b-41a2414089a9","resolution":{"observed_at":"2026-08-03T05:32:06.712529Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.752334Z","title":"C., Shawe-Taylor, J., Smola, A","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.752334Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:2566edfe09925da49c628e158769024c71c623fd80fc3a10d06b0ca020bf91de","observation_id":"64897985-90ad-4976-a1da-4012bb90f9bd","resolution":{"observed_at":"2026-08-03T05:32:06.752334Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.784487Z","title":"& Gimpel, K","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.784487Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:f3ed2e77f5a5f3850bb34e21cf3eaa5f261879be195dbbedf7a8763fb45acc51","observation_id":"e5344773-801c-4b0c-8dd3-e03409c697dc","resolution":{"observed_at":"2026-08-03T05:32:06.784487Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.819126Z","title":"InInternational Conference on Machine Learning (ICML)(2022)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.819126Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:196c286de411a332bc3131bf776f04cdbffcc42750f5965d9bf8776cc5f0e0f7","observation_id":"55e92003-91dd-462f-8821-44a99ec8211d","resolution":{"observed_at":"2026-08-03T05:32:06.819126Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.866547Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.866547Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:eab058c9e3e72c75e806d48c9439f40a56a4a06b20182cfec432d5d8025b1036","observation_id":"4b343230-de5e-470d-a21c-c67194cccee1","resolution":{"observed_at":"2026-08-03T05:32:06.866547Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:06.939289Z","title":"& Shin, J","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:06.939289Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:4967577465b08c602935bfe045c1389ef59dfd354caab2965375298a21a0258c","observation_id":"c581bab4-7bbd-42e7-89d1-682f768972df","resolution":{"observed_at":"2026-08-03T05:32:06.939289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.003013Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.003013Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:4f9d688dc0fd6a240736f5a7c5737ba51b775309c322b10094882deb6c9f4282","observation_id":"4ee5d625-5517-48a2-92e5-e2343ec994c5","resolution":{"observed_at":"2026-08-03T05:32:07.003013Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.066886Z","title":"& Srikant, R","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.066886Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:e1a93cd15312764f5b4d722c5037c49f2359980e6256124608cb9bf4ebf4c3e9","observation_id":"e35503ab-3d1a-42e4-aa57-bba2552ffb11","resolution":{"observed_at":"2026-08-03T05:32:07.066886Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.166719Z","title":"& Dietterich, T","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.166719Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:23f07e7253f9a69e5a8e1749923d2479602b29216689e4750ca9dc3dd788ebfd","observation_id":"a8eda2e5-4e71-42e0-9088-3e90cba9518b","resolution":{"observed_at":"2026-08-03T05:32:07.166719Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.230343Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.230343Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:c4978ae66e447024e0eb79ea746d814d0c47a977a78b794f0d58a9957db4e544","observation_id":"03aa410e-1c2d-4b94-ba09-dc5d8ec4b911","resolution":{"observed_at":"2026-08-03T05:32:07.230343Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.302156Z","title":"InProceedings of the European Conference on Computer Vision (ECCV), 550–564 (2018)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.302156Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:7382bd277956f0ee38f61eb125728fa5368352b8081bd658cff72fe58b052423","observation_id":"f39fa848-7ad3-4fe0-b0ab-648784a63fc5","resolution":{"observed_at":"2026-08-03T05:32:07.302156Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.431051Z","title":"& Steger, C","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.431051Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:7034ea0aa6adfdf83ee7c753804c196504b033e6bd1bd72b595986fe1e1ea045","observation_id":"365ae7bf-3bf4-4bfd-a427-dd7dd743388f","resolution":{"observed_at":"2026-08-03T05:32:07.431051Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.521598Z","title":"InProceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)(2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.521598Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:d2f7c0c89aa48606a150e39811cd9ebcc5b76c341193727c372d3a3314e9f5dd","observation_id":"6718722b-b795-4d42-b59f-f8563cd544e5","resolution":{"observed_at":"2026-08-03T05:32:07.521598Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.670665Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.670665Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:bfc1c73e86653d3e76cf0f6397f8865452ab6384e12a859ce87cd0ce507f7155","observation_id":"e9d04cc0-e3bb-430f-b512-5581fbb6605a","resolution":{"observed_at":"2026-08-03T05:32:07.670665Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.799161Z","title":"& Uehara, K","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.799161Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:56dac0020b8647f56e06e6864d500b81d268c749798c37efa22e0e3ea984b046","observation_id":"f3629f79-5feb-442f-bc87-8df9d0c96d2e","resolution":{"observed_at":"2026-08-03T05:32:07.799161Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:07.928485Z","title":"InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:07.928485Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:55fdf80b2339c33c2d8c29c8a1165311d6da6bd25a18c6b8963d2b099b5904ad","observation_id":"27f5bfe1-6f7d-4a16-b89f-2f24417cc670","resolution":{"observed_at":"2026-08-03T05:32:07.928485Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.083701Z","title":"& Adeli, E","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.083701Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:9f597af30ac8850bfb52882acd442ba9899c421766ab6d724a400913c67e272b","observation_id":"ac368737-4840-4454-ac1c-d8780e397575","resolution":{"observed_at":"2026-08-03T05:32:08.083701Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.152328Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.152328Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:7cfb49c5a7f15f6ae7baace273ec2ccfe26fb9480f1c2140b4354f24628dd620","observation_id":"f5b66b7c-e1c7-48b3-8369-ccb73f969bf6","resolution":{"observed_at":"2026-08-03T05:32:08.152328Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.11430","last_updated":"2025-02-27T02:05:55Z","snapshot_observed_at":"2026-08-10T18:13:47.321046Z","submitted_at":"2025-01-20T12:06:54Z","title":"A Survey on Diffusion Models for Anomaly Detection","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.11430","snapshot_observed_at":"2026-08-03T05:32:08.253332Z","title":"& Breckon, T","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.253332Z"},"links":{"cited_paper":"/paper/2501.11430","citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:fdca08ac88c8f2485862015100b3949e5f1d673434236089e201a55b0ded35b1","observation_id":"1f2e4d6f-bff1-4be9-88f3-df4bdecd475c","resolution":{"observed_at":"2026-08-03T05:32:08.253332Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.322585Z","title":"& Xiang, B","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.322585Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:adb1df0a9fc7b9b1733cfb534b917160149e8fbad6abdcb14ecf4f30c0768403","observation_id":"77937f1d-311f-4fcc-b246-cb593b6e803a","resolution":{"observed_at":"2026-08-03T05:32:08.322585Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.415327Z","title":"& Guo, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.415327Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:9ddfde0a021476422a6f8ceca3452082eccf50e14c288d869d99bc94005316cc","observation_id":"f064795c-ff31-45ff-9918-ccf388590e82","resolution":{"observed_at":"2026-08-03T05:32:08.415327Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.513953Z","title":"In European Conference on Computer Vision (ECCV), 246–263 (Springer, 2022)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.513953Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:11e66884a891f65889bf38b1c335ba41723f5f7052d9140099b95a3aa86a7b6f","observation_id":"5bfec2fb-7e47-4f15-b0c4-854bcd4736aa","resolution":{"observed_at":"2026-08-03T05:32:08.513953Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.621738Z","title":"InProceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 1151–1161 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.621738Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:d26176483dd3860de9b9dfb7719e23216ca0e73fdc64fc35a76945cf183e5637","observation_id":"9aec49a9-13d6-437c-a556-77daebadbb83","resolution":{"observed_at":"2026-08-03T05:32:08.621738Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.752512Z","title":"& Gholipour, A","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.752512Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:f58cdcc636b4759065b457b9d3e1a5d5bbb86ebc83ea1167b1943313d1af51f9","observation_id":"95a45934-ae98-4f78-bb40-44db904f4270","resolution":{"observed_at":"2026-08-03T05:32:08.752512Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:08.834659Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.834659Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:ef8a9991ebde785fc7ccac65395260bf9024a2f17cd9481fa92f2a22ed2ad268","observation_id":"31298c79-be89-490b-9175-444e073c1bf7","resolution":{"observed_at":"2026-08-03T05:32:08.834659Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.09553","last_updated":"2026-04-02T12:19:32Z","snapshot_observed_at":"2026-08-13T12:11:59.374869Z","submitted_at":"2024-11-14T16:06:30Z","title":"OOD-SEG: Exploiting out-of-distribution detection techniques for learning image segmentation from sparse multi-class positive-only annotations","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.09553","snapshot_observed_at":"2026-08-03T05:32:08.928892Z","title":"& Vercauteren, T","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:08.928892Z"},"links":{"cited_paper":"/paper/2411.09553","citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:72861f930f3dd6479f4fd383ee2ec5477885edaed6858477abf1db6252e010fa","observation_id":"0638e12c-1c60-43b5-8bb6-95d7686f6247","resolution":{"observed_at":"2026-08-03T05:32:08.928892Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.066949Z","title":"& Heinemann, F","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.066949Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:dae4565aabe42c01efff56f9f66a87db822808107d15e42f99f96eebc5dac027","observation_id":"ed7496c0-1a0e-41bc-9aef-638c5fc2feeb","resolution":{"observed_at":"2026-08-03T05:32:09.066949Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.07193","last_updated":"2024-02-02T10:24:09Z","snapshot_observed_at":"2026-08-11T10:12:11.384939Z","submitted_at":"2023-04-14T15:12:19Z","title":"DINOv2: Learning Robust Visual Features without Supervision","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.07193","snapshot_observed_at":"2026-08-03T05:32:09.163340Z","title":"38.Hu, E","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.163340Z"},"links":{"cited_paper":"/paper/2304.07193","citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:8d3c2ea3013fc0242747f7fc15ea9e5e908e348dd6d7a7b29d5beb1bdc011297","observation_id":"218d32d7-dbca-44c6-936e-7b7631e35083","resolution":{"observed_at":"2026-08-03T05:32:09.163340Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.258206Z","title":"J.et al.Towards a general-purpose foundation model for computational pathology.Nat","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.258206Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:acee60e16e2c77572cb8b32ef61b8c41098031adb01b166b23dc0eff02ae2a4f","observation_id":"649d8296-f97a-4b4b-9b17-0264c7396abc","resolution":{"observed_at":"2026-08-03T05:32:09.258206Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.337585Z","title":"medicine30, 2924–2935 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.337585Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:9b80d44a532b1ac8e0e6dc2bfba71b138ba0301c74934de46e76c01cdb756c22","observation_id":"256e85d3-feb9-4917-91dd-97e5e4960489","resolution":{"observed_at":"2026-08-03T05:32:09.337585Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.415927Z","title":"& Hein, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.415927Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:ae1d3b594caac7cfd3e0dbf9d59ac21a6c87a4c5a2baf15d6d7d26b095b6b95a","observation_id":"18acccaf-1522-4a16-afdd-36916ceb31b9","resolution":{"observed_at":"2026-08-03T05:32:09.415927Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.10104","last_updated":"2025-08-13T18:00:55Z","snapshot_observed_at":"2026-08-13T10:44:26.934833Z","submitted_at":"2025-08-13T18:00:55Z","title":"DINOv3","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.10104","snapshot_observed_at":"2026-08-03T05:32:09.513188Z","title":"& Hein, M","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.513188Z"},"links":{"cited_paper":"/paper/2508.10104","citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:6589ca710b6329b70c66ac5eede9f05de7af61626e5fb9aa011b49a44c4133a1","observation_id":"af13348a-839e-4a08-a6d9-5ad0701e0312","resolution":{"observed_at":"2026-08-03T05:32:09.513188Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.584496Z","title":"neural information processing systems32(2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.584496Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:d350a41b6de84c4e92554a38029e31219c56e9e82a78130450cf23fe262fb71c","observation_id":"bb7c09fc-8a20-4f2d-9cce-1e00ea91920a","resolution":{"observed_at":"2026-08-03T05:32:09.584496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.689162Z","title":"P., Rees, S., Kalindjian, S","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.689162Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:86d852fb98e3730147ccb07a4a20afe07945bfca4e58d22d6fd8c595fd9e979a","observation_id":"324467f1-78a4-40b6-8525-a851815d4bd7","resolution":{"observed_at":"2026-08-03T05:32:09.689162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.765460Z","title":"A., Sagartz, J","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.765460Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:8c0efd334b339458ce6448032ac941d09299f796f4f5b92cc595cd672eff6128","observation_id":"bba454c4-4463-4185-ab97-91070e906a07","resolution":{"observed_at":"2026-08-03T05:32:09.765460Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:09.819099Z","title":"& van Diest, P","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.819099Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:b8f62fa3a637c0f51cab68cb2159eeb89f0a02d1f4bf88ce1bc019a78066b98e","observation_id":"74ab3a36-9981-4559-b00d-10625c86fb1b","resolution":{"observed_at":"2026-08-03T05:32:09.819099Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-08-13T14:19:26.598265Z","submitted_at":"2020-10-22T17:55:59Z","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.11929","snapshot_observed_at":"2026-08-03T05:32:09.908467Z","title":"An image is worth 16x16 words: Transformers for image recognition at scale.arXiv preprint arXiv:2010.11929(2020)","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.908467Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:3b7b1441603c4c4f4b9f14429947cc0d5e976efa3684096dfcb6c945d7aab9b1","observation_id":"1c1e0719-6d95-4e1a-aba6-3bbe9d35b200","resolution":{"observed_at":"2026-08-03T05:32:09.908467Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.6084/m9.figshare.853801","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"& Farahmand, A","venue":"Figshare","work_id":"48861073-0280-4332-9702-d4b15bb2aa1d","year":2014},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:09.987266Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:1fe5a53c3bc5bc6e15c71cab870e75aee74e83eeebcba1767db939c41dc4f714","observation_id":"bbb5b82d-71e3-4ad6-bae0-b03609da251e","resolution":{"observed_at":"2026-08-03T05:33:28.447687Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T05:32:10.067905Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-03T05:32:10.067905Z"},"links":{"citing_paper":"/paper/2602.02124"},"observation_digest":"sha256:a0dc1532009bf8037ad5bb97dcd98c564ce73d9e969ce1e3f9ec7679e99cafa8","observation_id":"229d1976-eaf4-464a-bcb8-97d180c9b14c","resolution":{"observed_at":"2026-08-03T05:32:10.067905Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2602.02124","last_updated":"2026-06-30T01:14:45Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-13T16:38:16.127607Z","submitted_at":"2026-02-02T14:07:33Z","title":"Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies"},"reference_resolution":{"displayed":46,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":43,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":46},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2602.02124."}