{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SRN4E2CYAFW72U4LD22D4GKPYA","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":"37e70dbb4a8930476c35065d8d708995a5cfce0f7126de6d79bd3df5720c0de4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-11-27T05:43:00Z","title_canon_sha256":"c42b32754ea4ec0e998b1215d36a016a757a2710cb00300aeae8106d27576d51"},"schema_version":"1.0","source":{"id":"2411.18069","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.18069","created_at":"2026-07-05T09:49:12Z"},{"alias_kind":"arxiv_version","alias_value":"2411.18069v2","created_at":"2026-07-05T09:49:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.18069","created_at":"2026-07-05T09:49:12Z"},{"alias_kind":"pith_short_12","alias_value":"SRN4E2CYAFW7","created_at":"2026-07-05T09:49:12Z"},{"alias_kind":"pith_short_16","alias_value":"SRN4E2CYAFW72U4L","created_at":"2026-07-05T09:49:12Z"},{"alias_kind":"pith_short_8","alias_value":"SRN4E2CY","created_at":"2026-07-05T09:49:12Z"}],"graph_snapshots":[{"event_id":"sha256:b4fe176d0817337611777775c784ebcc53a7a7a53f38887bbf1aae5b36c85ea0","target":"graph","created_at":"2026-07-05T09:49:12Z","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/2411.18069/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"With the advancement of large language models (LLMs), the biomedical domain has seen significant progress and improvement in multiple tasks such as biomedical question answering, lay language summarization of the biomedical literature, clinical note summarization, etc. However, hallucinations or confabulations remain one of the key challenges when using LLMs in the biomedical and other domains. Inaccuracies may be particularly harmful in high-risk situations, such as medical question answering, making clinical decisions, or appraising biomedical research. Studies on the evaluation of the LLMs ","authors_text":"Deepak Gupta, Dina Demner-Fushman, Kirk Roberts, Steven Bedrick, William Hersh","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-11-27T05:43:00Z","title":"Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.18069","kind":"arxiv","version":2},"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:e0a315f1b670566700e0bd0937ef2782926bea1d6a7f1896b34933241385162b","target":"record","created_at":"2026-07-05T09:49:12Z","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":"37e70dbb4a8930476c35065d8d708995a5cfce0f7126de6d79bd3df5720c0de4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.IR","submitted_at":"2024-11-27T05:43:00Z","title_canon_sha256":"c42b32754ea4ec0e998b1215d36a016a757a2710cb00300aeae8106d27576d51"},"schema_version":"1.0","source":{"id":"2411.18069","kind":"arxiv","version":2}},"canonical_sha256":"945bc26858016dfd538b1eb43e194fc00c40549ae1817ab3878240d5a14b5d9a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"945bc26858016dfd538b1eb43e194fc00c40549ae1817ab3878240d5a14b5d9a","first_computed_at":"2026-07-05T09:49:12.728286Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:49:12.728286Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ttF5J8PwYw4sH1MjjDDYHboKGQE/mylv7gizNxX05igCrrQlVaY1Noa/uGbWqQR2gbbK4z44tzIjqFG76NrVAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:49:12.728789Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.18069","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e0a315f1b670566700e0bd0937ef2782926bea1d6a7f1896b34933241385162b","sha256:b4fe176d0817337611777775c784ebcc53a7a7a53f38887bbf1aae5b36c85ea0"],"state_sha256":"d71d0b8a8717d9f66f0bfa726525c0413d786ff91a8a71ff745a870a7d32596f"}