{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:UZH3ZMTK7CMLINUSBN2W2EKTNQ","short_pith_number":"pith:UZH3ZMTK","canonical_record":{"source":{"id":"2207.05290","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-07-12T03:57:08Z","cross_cats_sorted":[],"title_canon_sha256":"0135fae8dfd49b22d5db54cbb817b23a027af53ce4af412263b1a809a5ab79ea","abstract_canon_sha256":"de3d1d6c0096d3b1165cd81f83c58ea69c5d2740f1124b22250ef1a940fceca7"},"schema_version":"1.0"},"canonical_sha256":"a64fbcb26af898b436920b756d11536c058b1bf4ab49eaf80a9fa6f29ef46f1a","source":{"kind":"arxiv","id":"2207.05290","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.05290","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"arxiv_version","alias_value":"2207.05290v1","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.05290","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_12","alias_value":"UZH3ZMTK7CML","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_16","alias_value":"UZH3ZMTK7CMLINUS","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_8","alias_value":"UZH3ZMTK","created_at":"2026-07-05T04:39:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:UZH3ZMTK7CMLINUSBN2W2EKTNQ","target":"record","payload":{"canonical_record":{"source":{"id":"2207.05290","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-07-12T03:57:08Z","cross_cats_sorted":[],"title_canon_sha256":"0135fae8dfd49b22d5db54cbb817b23a027af53ce4af412263b1a809a5ab79ea","abstract_canon_sha256":"de3d1d6c0096d3b1165cd81f83c58ea69c5d2740f1124b22250ef1a940fceca7"},"schema_version":"1.0"},"canonical_sha256":"a64fbcb26af898b436920b756d11536c058b1bf4ab49eaf80a9fa6f29ef46f1a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:39:41.011977Z","signature_b64":"hs3dIWnjBVpGZfqGVgYN73e6ZJja5DB8EiUpVhXMKeqzBDqNBzJ3bd1BkU3tJxvPU4GbA8e8bIwwHYFrJT1LAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a64fbcb26af898b436920b756d11536c058b1bf4ab49eaf80a9fa6f29ef46f1a","last_reissued_at":"2026-07-05T04:39:41.011575Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:39:41.011575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2207.05290","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:39:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kQyInvZFndYNV5YgYRgMtWUAys+Imgj9gj3mP9CDWj5GmLTTuxj14OETPWIlxUse15Aydd1yPR2HPyeZ+kQCBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:46:08.315713Z"},"content_sha256":"468b49185aa7261b6cc4f43321d87daed0034fa414f433ddd485614004254903","schema_version":"1.0","event_id":"sha256:468b49185aa7261b6cc4f43321d87daed0034fa414f433ddd485614004254903"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:UZH3ZMTK7CMLINUSBN2W2EKTNQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Trusted Multi-Scale Classification Framework for Whole Slide Image","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Changjian Wang, Huaimin Wang, Kele Xu, Ming Feng, Nanhui Wu, Weiquan Huang, Yan Bai","submitted_at":"2022-07-12T03:57:08Z","abstract_excerpt":"Despite remarkable efforts been made, the classification of gigapixels whole-slide image (WSI) is severely restrained from either the constrained computing resources for the whole slides, or limited utilizing of the knowledge from different scales. Moreover, most of the previous attempts lacked of the ability of uncertainty estimation. Generally, the pathologists often jointly analyze WSI from the different magnifications. If the pathologists are uncertain by using single magnification, then they will change the magnification repeatedly to discover various features of the tissues. Motivated by"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.05290","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2207.05290/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:39:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3LYh/EAiMyDl62gfaDjDoZqfD+f7kMBtKkR05XcyuYETcs1tif/zAIB1/WElIk47ldYKNZVwYggfOxd+A/eFBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T09:46:08.316301Z"},"content_sha256":"ac85b6cc5da196293c7e88d9513238fe64925078e34075001957e15222da9da5","schema_version":"1.0","event_id":"sha256:ac85b6cc5da196293c7e88d9513238fe64925078e34075001957e15222da9da5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/bundle.json","state_url":"https://pith.science/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-07T09:46:08Z","links":{"resolver":"https://pith.science/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ","bundle":"https://pith.science/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/bundle.json","state":"https://pith.science/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UZH3ZMTK7CMLINUSBN2W2EKTNQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:UZH3ZMTK7CMLINUSBN2W2EKTNQ","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":"de3d1d6c0096d3b1165cd81f83c58ea69c5d2740f1124b22250ef1a940fceca7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-07-12T03:57:08Z","title_canon_sha256":"0135fae8dfd49b22d5db54cbb817b23a027af53ce4af412263b1a809a5ab79ea"},"schema_version":"1.0","source":{"id":"2207.05290","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.05290","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"arxiv_version","alias_value":"2207.05290v1","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.05290","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_12","alias_value":"UZH3ZMTK7CML","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_16","alias_value":"UZH3ZMTK7CMLINUS","created_at":"2026-07-05T04:39:41Z"},{"alias_kind":"pith_short_8","alias_value":"UZH3ZMTK","created_at":"2026-07-05T04:39:41Z"}],"graph_snapshots":[{"event_id":"sha256:ac85b6cc5da196293c7e88d9513238fe64925078e34075001957e15222da9da5","target":"graph","created_at":"2026-07-05T04:39:41Z","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/2207.05290/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite remarkable efforts been made, the classification of gigapixels whole-slide image (WSI) is severely restrained from either the constrained computing resources for the whole slides, or limited utilizing of the knowledge from different scales. Moreover, most of the previous attempts lacked of the ability of uncertainty estimation. Generally, the pathologists often jointly analyze WSI from the different magnifications. If the pathologists are uncertain by using single magnification, then they will change the magnification repeatedly to discover various features of the tissues. Motivated by","authors_text":"Changjian Wang, Huaimin Wang, Kele Xu, Ming Feng, Nanhui Wu, Weiquan Huang, Yan Bai","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-07-12T03:57:08Z","title":"Trusted Multi-Scale Classification Framework for Whole Slide Image"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.05290","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":"sha256:468b49185aa7261b6cc4f43321d87daed0034fa414f433ddd485614004254903","target":"record","created_at":"2026-07-05T04:39:41Z","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":"de3d1d6c0096d3b1165cd81f83c58ea69c5d2740f1124b22250ef1a940fceca7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2022-07-12T03:57:08Z","title_canon_sha256":"0135fae8dfd49b22d5db54cbb817b23a027af53ce4af412263b1a809a5ab79ea"},"schema_version":"1.0","source":{"id":"2207.05290","kind":"arxiv","version":1}},"canonical_sha256":"a64fbcb26af898b436920b756d11536c058b1bf4ab49eaf80a9fa6f29ef46f1a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a64fbcb26af898b436920b756d11536c058b1bf4ab49eaf80a9fa6f29ef46f1a","first_computed_at":"2026-07-05T04:39:41.011575Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:39:41.011575Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hs3dIWnjBVpGZfqGVgYN73e6ZJja5DB8EiUpVhXMKeqzBDqNBzJ3bd1BkU3tJxvPU4GbA8e8bIwwHYFrJT1LAg==","signature_status":"signed_v1","signed_at":"2026-07-05T04:39:41.011977Z","signed_message":"canonical_sha256_bytes"},"source_id":"2207.05290","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:468b49185aa7261b6cc4f43321d87daed0034fa414f433ddd485614004254903","sha256:ac85b6cc5da196293c7e88d9513238fe64925078e34075001957e15222da9da5"],"state_sha256":"cbf6329668e1dce2e507bdac46d8625b73def344cf85d01a0f97143d6d034e63"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"j3x16HAqc9xoT0CPzA+0TRVZp2VRe33ogabiMIJC0d7I70+v4Myul6cZqCCeqi/BZtPrmlHcLfPaKFi7Jm5oCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T09:46:08.321073Z","bundle_sha256":"386226ae41f2e98868deccbb45e6abfd7103d0e436c9292de2252cd3c7684eaf"}}