{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:O6GN2GNHJQSOGPSGFN6FT7ZNIE","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"97b2ebf1a1eee021e249aa3dae74bb3cb93ab2af8e588fd5be34b81fabfa0caf","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2025-08-03T08:53:45Z","title_canon_sha256":"9d91678e7394b4b361d38807f48d1e0ff636678c67c26df613822299f4f246d7"},"schema_version":"1.0","source":{"id":"2508.01668","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.01668","created_at":"2026-07-05T11:47:43Z"},{"alias_kind":"arxiv_version","alias_value":"2508.01668v1","created_at":"2026-07-05T11:47:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.01668","created_at":"2026-07-05T11:47:43Z"},{"alias_kind":"pith_short_12","alias_value":"O6GN2GNHJQSO","created_at":"2026-07-05T11:47:43Z"},{"alias_kind":"pith_short_16","alias_value":"O6GN2GNHJQSOGPSG","created_at":"2026-07-05T11:47:43Z"},{"alias_kind":"pith_short_8","alias_value":"O6GN2GNH","created_at":"2026-07-05T11:47:43Z"}],"graph_snapshots":[{"event_id":"sha256:3932142a37814620e8523e2a267e69de4d8c0c5ff7b94960f0e3186b746eb906","target":"graph","created_at":"2026-07-05T11:47:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2508.01668/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The ability to predict the attention of expert pathologists could lead to decision support systems for better pathology training. We developed methods to predict the spatio-temporal (where and when) movements of pathologists' attention as they grade whole slide images (WSIs) of prostate cancer. We characterize a pathologist's attention trajectory by their x, y, and m (magnification) movements of a viewport as they navigate WSIs using a digital microscope. This information was obtained from 43 pathologists across 123 WSIs, and we consider the task of predicting the pathologist attention scanpat","authors_text":"Beatrice Knudsen, Constantin Friedman, Dana Perez, Dimitris Samaras, Gregory Zelinsky, Joel Saltz, Natallia Sheuka, Oksana Yaskiv, Paul Friedman, Rajarsi Gupta, Ruoyu Xue, Souradeep Chakraborty, Waqas Mahmud, Won-Tak Choi","cross_cats":["cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2025-08-03T08:53:45Z","title":"Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.01668","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:d0e9b906658db9eba699485bad5b42f96c045bde4bb11ca6c36a581af9c517b0","target":"record","created_at":"2026-07-05T11:47:43Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"97b2ebf1a1eee021e249aa3dae74bb3cb93ab2af8e588fd5be34b81fabfa0caf","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.IV","submitted_at":"2025-08-03T08:53:45Z","title_canon_sha256":"9d91678e7394b4b361d38807f48d1e0ff636678c67c26df613822299f4f246d7"},"schema_version":"1.0","source":{"id":"2508.01668","kind":"arxiv","version":1}},"canonical_sha256":"778cdd19a74c24e33e462b7c59ff2d4108f8af398e856a7e501d2c809ea653da","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"778cdd19a74c24e33e462b7c59ff2d4108f8af398e856a7e501d2c809ea653da","first_computed_at":"2026-07-05T11:47:43.581407Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:47:43.581407Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Jtwh581+717pvpxSVUqo2p3I8j1Tk+SRxUn4ClvMyEO0LtvtMsiCIMIOaNmucAADZY3WH7wymtXwz9+W4bWQBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:47:43.581892Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.01668","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d0e9b906658db9eba699485bad5b42f96c045bde4bb11ca6c36a581af9c517b0","sha256:3932142a37814620e8523e2a267e69de4d8c0c5ff7b94960f0e3186b746eb906"],"state_sha256":"d823753afe439c134df1feaeb33f76c229f5892b1bac59ffe862eac4c9119da2"}