{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:EP3XL2TWRAYXSQSN7XMVDQF2QA","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":"d16994d14528f76b4f5bf08d45b629dd4de9b61af02e7c90293467c55770e994","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-23T09:53:39Z","title_canon_sha256":"7ee734d0ee9adb650c6d20e2151a13edb8499d1b18373f39623a6e82141a0145"},"schema_version":"1.0","source":{"id":"2607.21117","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.21117","created_at":"2026-07-24T01:23:52Z"},{"alias_kind":"arxiv_version","alias_value":"2607.21117v1","created_at":"2026-07-24T01:23:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.21117","created_at":"2026-07-24T01:23:52Z"},{"alias_kind":"pith_short_12","alias_value":"EP3XL2TWRAYX","created_at":"2026-07-24T01:23:52Z"},{"alias_kind":"pith_short_16","alias_value":"EP3XL2TWRAYXSQSN","created_at":"2026-07-24T01:23:52Z"},{"alias_kind":"pith_short_8","alias_value":"EP3XL2TW","created_at":"2026-07-24T01:23:52Z"}],"graph_snapshots":[{"event_id":"sha256:d251e3d462c5efbf2afe91a1c8d1085c9f7ed37959299ed3b0cd0319505aec15","target":"graph","created_at":"2026-07-24T01:23:52Z","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/2607.21117/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Preprocessing blood glucose time-series data is a critical yet often overlooked step in developing data-driven methods for diabetes management, particularly for type 1 diabetes. The lack of standardized preprocessing workflows and evaluation protocols hinders reproducibility and complicates fair comparison across studies. These challenges are further exacerbated by data-sharing restrictions, as privacy and licensing constraints often prevent the redistribution of preprocessed medical datasets. To address these limitations, we present GlucoTune, a comprehensive and extensible framework for repr","authors_text":"Davide Marelli, Giorgia Rigamonti, Mirko Paolo Barbato, Paolo Napoletano","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-23T09:53:39Z","title":"GlucoTune: A Unified Framework for Blood Glucose Preprocessing, Forecasting, and Benchmarking in Diabetes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.21117","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":"sha256:63593af6dffb574f0fad688e242d8275c574fb7f07d7008dc2f96d2604b48f28","target":"record","created_at":"2026-07-24T01:23:52Z","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":"d16994d14528f76b4f5bf08d45b629dd4de9b61af02e7c90293467c55770e994","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-23T09:53:39Z","title_canon_sha256":"7ee734d0ee9adb650c6d20e2151a13edb8499d1b18373f39623a6e82141a0145"},"schema_version":"1.0","source":{"id":"2607.21117","kind":"arxiv","version":1}},"canonical_sha256":"23f775ea76883179424dfdd951c0ba800f14cf338d19c5db6851eceafd9705fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"23f775ea76883179424dfdd951c0ba800f14cf338d19c5db6851eceafd9705fe","first_computed_at":"2026-07-24T01:23:52.975641Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-24T01:23:52.975641Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"G3HVCSMmEYQkwxQiOzGFLOLZ8JwRea3OADA4Owa+dJGfV98GKQtvXJqhv4yjcB5EYXQnAEFsMU7Zj3MBzprgBg==","signature_status":"signed_v1","signed_at":"2026-07-24T01:23:52.976607Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.21117","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:63593af6dffb574f0fad688e242d8275c574fb7f07d7008dc2f96d2604b48f28","sha256:d251e3d462c5efbf2afe91a1c8d1085c9f7ed37959299ed3b0cd0319505aec15"],"state_sha256":"2af5e67a95d213990128cbec2c8d72752ad9c6e44520841c60a02ddb88f0093b"}