{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZZXKUOYEMA7E7BOOHKJUHS72JU","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":"07e795b3159cca6c7d27dcfc1849b17069a97adf9cd958d6d4553b09fddbf6d5","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2026-06-16T21:01:36Z","title_canon_sha256":"0c504d18e17b0f09275657baee9ce3d9608c3471a9fa83093cf8919cd15942a7"},"schema_version":"1.0","source":{"id":"2607.19372","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.19372","created_at":"2026-07-23T00:23:46Z"},{"alias_kind":"arxiv_version","alias_value":"2607.19372v1","created_at":"2026-07-23T00:23:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.19372","created_at":"2026-07-23T00:23:46Z"},{"alias_kind":"pith_short_12","alias_value":"ZZXKUOYEMA7E","created_at":"2026-07-23T00:23:46Z"},{"alias_kind":"pith_short_16","alias_value":"ZZXKUOYEMA7E7BOO","created_at":"2026-07-23T00:23:46Z"},{"alias_kind":"pith_short_8","alias_value":"ZZXKUOYE","created_at":"2026-07-23T00:23:46Z"}],"graph_snapshots":[{"event_id":"sha256:7a434a73447ddabdf901e95ccd4be7d4f254aa2f587bb7ef1ac031d4e160593e","target":"graph","created_at":"2026-07-23T00:23:46Z","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/2607.19372/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"AI-assisted colonoscopy systems commonly report frame-level confidence scores, but confidence alone does not show whether a prediction is spatially plausible, temporally persistent or reliable under degraded image quality. We propose EndoExplain, a lightweight and reproducible audit framework for endoscopic AI review. The framework integrates classification confidence, lesion segmentation, CAM-style visual attribution, attribution-mask alignment, frame-quality indicators and temporal event summarisation, with the aim of separating signals that are often conflated in computer-aided detection pi","authors_text":"Ana Luc\\'ia Rodr\\'iguez Blanco, Roberto Alcaraz Machado","cross_cats":["q-bio.QM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2026-06-16T21:01:36Z","title":"Beyond Confidence in AI-Assisted Colonoscopy: A Spatial, Temporal and Quality-Aware Audit Framework for Endoscopic AI Review"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.19372","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":"sha256:1ce55078fc7cc4cec9b6fb22acdcfd1c0d7795e5ebcc29964b3b696dcca8466d","target":"record","created_at":"2026-07-23T00:23:46Z","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":"07e795b3159cca6c7d27dcfc1849b17069a97adf9cd958d6d4553b09fddbf6d5","cross_cats_sorted":["q-bio.QM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2026-06-16T21:01:36Z","title_canon_sha256":"0c504d18e17b0f09275657baee9ce3d9608c3471a9fa83093cf8919cd15942a7"},"schema_version":"1.0","source":{"id":"2607.19372","kind":"arxiv","version":1}},"canonical_sha256":"ce6eaa3b04603e4f85ce3a9343cbfa4d157c8e49ab764e07adc6044af5c0eb2e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce6eaa3b04603e4f85ce3a9343cbfa4d157c8e49ab764e07adc6044af5c0eb2e","first_computed_at":"2026-07-23T00:23:46.416074Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-23T00:23:46.416074Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XqII276Y8WYeZZ/8fp4RLa+XRg1D+J46v7csf6jRaAGYZb9AY1MbNN3FfVu1ElkpWsH8rfJBuF/HY+NqlSR9CA==","signature_status":"signed_v1","signed_at":"2026-07-23T00:23:46.417066Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.19372","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1ce55078fc7cc4cec9b6fb22acdcfd1c0d7795e5ebcc29964b3b696dcca8466d","sha256:7a434a73447ddabdf901e95ccd4be7d4f254aa2f587bb7ef1ac031d4e160593e"],"state_sha256":"887059a05b5dfddb2e6c7e9d1b65b8b5f8e6b95db3942c3b407d183324ca9679"}