{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:3FURCADRHKI7K4QIEJXJWWMOYM","short_pith_number":"pith:3FURCADR","canonical_record":{"source":{"id":"2501.07931","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T08:32:16Z","cross_cats_sorted":[],"title_canon_sha256":"a05b3cfc837a09a469cba724281663d4d44c567e8a91cd275c0e2ea2a56ff8bd","abstract_canon_sha256":"f0e5d66998a68eb8086c86ed301f1c7b675a81b0066d0822548593068615f1d6"},"schema_version":"1.0"},"canonical_sha256":"d9691100713a91f57208226e9b598ec31291d120ea40809d6814296816b91eb4","source":{"kind":"arxiv","id":"2501.07931","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07931","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07931v1","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07931","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_12","alias_value":"3FURCADRHKI7","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_16","alias_value":"3FURCADRHKI7K4QI","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_8","alias_value":"3FURCADR","created_at":"2026-07-05T10:00:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:3FURCADRHKI7K4QIEJXJWWMOYM","target":"record","payload":{"canonical_record":{"source":{"id":"2501.07931","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T08:32:16Z","cross_cats_sorted":[],"title_canon_sha256":"a05b3cfc837a09a469cba724281663d4d44c567e8a91cd275c0e2ea2a56ff8bd","abstract_canon_sha256":"f0e5d66998a68eb8086c86ed301f1c7b675a81b0066d0822548593068615f1d6"},"schema_version":"1.0"},"canonical_sha256":"d9691100713a91f57208226e9b598ec31291d120ea40809d6814296816b91eb4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:00:52.692102Z","signature_b64":"Hel8q4lF8BmwdG2VYM01/FsnhWRdW/+PltBdw3f/T+E23g+DjNKRBaxgw5bIpIQk+KFqfi3euq4Kpk6o15TjAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d9691100713a91f57208226e9b598ec31291d120ea40809d6814296816b91eb4","last_reissued_at":"2026-07-05T10:00:52.691669Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:00:52.691669Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2501.07931","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":"2026-07-05T10:00:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"N+ksLj0DuUP9I44Ts8MB1oGaE29f9Vu4/CiJiNwYsScjW8ZLyKYg2ccYAQAff2Kr6meN5z9VNM0ka7on1ib0DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:13:40.785099Z"},"content_sha256":"30b607a8da709246e56dc79cd0841a8781ea9d54ea61b2724eaf37d384360134","schema_version":"1.0","event_id":"sha256:30b607a8da709246e56dc79cd0841a8781ea9d54ea61b2724eaf37d384360134"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:3FURCADRHKI7K4QIEJXJWWMOYM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Advice for Diabetes Self-Management by ChatGPT Models: Challenges and Recommendations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"John Grundy, Waqar Hussain","submitted_at":"2025-01-14T08:32:16Z","abstract_excerpt":"Given their ability for advanced reasoning, extensive contextual understanding, and robust question-answering abilities, large language models have become prominent in healthcare management research. Despite adeptly handling a broad spectrum of healthcare inquiries, these models face significant challenges in delivering accurate and practical advice for chronic conditions such as diabetes. We evaluate the responses of ChatGPT versions 3.5 and 4 to diabetes patient queries, assessing their depth of medical knowledge and their capacity to deliver personalized, context-specific advice for diabete"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07931","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/2501.07931/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":"2026-07-05T10:00:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hTYgvtw85HHNB77Ra/ttmQzlIZY7OjmeBE02yNPH0Op9J7FT2DggqKJKSt7o8NOJpLjCYc+SPY2xQSkoZH+BDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T03:13:40.785616Z"},"content_sha256":"90efdcf16199a1930a13bfa9d53f512f570c1815eab3cbe9e24cf1d97461cff8","schema_version":"1.0","event_id":"sha256:90efdcf16199a1930a13bfa9d53f512f570c1815eab3cbe9e24cf1d97461cff8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3FURCADRHKI7K4QIEJXJWWMOYM/bundle.json","state_url":"https://pith.science/pith/3FURCADRHKI7K4QIEJXJWWMOYM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3FURCADRHKI7K4QIEJXJWWMOYM/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":"2026-08-06T03:13:40Z","links":{"resolver":"https://pith.science/pith/3FURCADRHKI7K4QIEJXJWWMOYM","bundle":"https://pith.science/pith/3FURCADRHKI7K4QIEJXJWWMOYM/bundle.json","state":"https://pith.science/pith/3FURCADRHKI7K4QIEJXJWWMOYM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3FURCADRHKI7K4QIEJXJWWMOYM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3FURCADRHKI7K4QIEJXJWWMOYM","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":"f0e5d66998a68eb8086c86ed301f1c7b675a81b0066d0822548593068615f1d6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T08:32:16Z","title_canon_sha256":"a05b3cfc837a09a469cba724281663d4d44c567e8a91cd275c0e2ea2a56ff8bd"},"schema_version":"1.0","source":{"id":"2501.07931","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07931","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07931v1","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07931","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_12","alias_value":"3FURCADRHKI7","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_16","alias_value":"3FURCADRHKI7K4QI","created_at":"2026-07-05T10:00:52Z"},{"alias_kind":"pith_short_8","alias_value":"3FURCADR","created_at":"2026-07-05T10:00:52Z"}],"graph_snapshots":[{"event_id":"sha256:90efdcf16199a1930a13bfa9d53f512f570c1815eab3cbe9e24cf1d97461cff8","target":"graph","created_at":"2026-07-05T10:00:52Z","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/2501.07931/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Given their ability for advanced reasoning, extensive contextual understanding, and robust question-answering abilities, large language models have become prominent in healthcare management research. Despite adeptly handling a broad spectrum of healthcare inquiries, these models face significant challenges in delivering accurate and practical advice for chronic conditions such as diabetes. We evaluate the responses of ChatGPT versions 3.5 and 4 to diabetes patient queries, assessing their depth of medical knowledge and their capacity to deliver personalized, context-specific advice for diabete","authors_text":"John Grundy, Waqar Hussain","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T08:32:16Z","title":"Advice for Diabetes Self-Management by ChatGPT Models: Challenges and Recommendations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07931","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":"sha256:30b607a8da709246e56dc79cd0841a8781ea9d54ea61b2724eaf37d384360134","target":"record","created_at":"2026-07-05T10:00:52Z","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":"f0e5d66998a68eb8086c86ed301f1c7b675a81b0066d0822548593068615f1d6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-01-14T08:32:16Z","title_canon_sha256":"a05b3cfc837a09a469cba724281663d4d44c567e8a91cd275c0e2ea2a56ff8bd"},"schema_version":"1.0","source":{"id":"2501.07931","kind":"arxiv","version":1}},"canonical_sha256":"d9691100713a91f57208226e9b598ec31291d120ea40809d6814296816b91eb4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d9691100713a91f57208226e9b598ec31291d120ea40809d6814296816b91eb4","first_computed_at":"2026-07-05T10:00:52.691669Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:00:52.691669Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Hel8q4lF8BmwdG2VYM01/FsnhWRdW/+PltBdw3f/T+E23g+DjNKRBaxgw5bIpIQk+KFqfi3euq4Kpk6o15TjAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:00:52.692102Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.07931","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:30b607a8da709246e56dc79cd0841a8781ea9d54ea61b2724eaf37d384360134","sha256:90efdcf16199a1930a13bfa9d53f512f570c1815eab3cbe9e24cf1d97461cff8"],"state_sha256":"563774ad8b2a16e55f2030449e3549fa46ddf76cdc3494dff7bda0d0573470ad"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3f4uIwLM+HM0fCmXFkMfmPE3juXl0wKXPgdv3CjR96pyBANZrr5nmWUlrHwE4wGRoZQQgY/3qPtGFl8D/HYeCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T03:13:40.789564Z","bundle_sha256":"da2ef35c8bdefc2c4e14308ecfef59f91282d45e4f63c4c0f8b9735320f306bc"}}