{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SH2LKD3G2QH3J7BZXW4YNMIYPU","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":"4effdc18de586453b168f78e23fee1e889041804af56ba32605ebb267b650dfd","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-03T13:43:10Z","title_canon_sha256":"321b6589868c81849a70b5279abd28e634a08d0ef28e5d81be1a22b9cdc7eb78"},"schema_version":"1.0","source":{"id":"2507.02616","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.02616","created_at":"2026-07-05T11:31:31Z"},{"alias_kind":"arxiv_version","alias_value":"2507.02616v1","created_at":"2026-07-05T11:31:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.02616","created_at":"2026-07-05T11:31:31Z"},{"alias_kind":"pith_short_12","alias_value":"SH2LKD3G2QH3","created_at":"2026-07-05T11:31:31Z"},{"alias_kind":"pith_short_16","alias_value":"SH2LKD3G2QH3J7BZ","created_at":"2026-07-05T11:31:31Z"},{"alias_kind":"pith_short_8","alias_value":"SH2LKD3G","created_at":"2026-07-05T11:31:31Z"}],"graph_snapshots":[{"event_id":"sha256:905f57f944c75b19328d6ad0c9617a03c06377e79e4875d595574fc238ffbf38","target":"graph","created_at":"2026-07-05T11:31:31Z","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/2507.02616/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rise of Large Language Models (LLMs) has enabled the development of specialized AI agents with domain-specific reasoning and interaction capabilities, particularly in healthcare. While recent frameworks simulate medical decision-making, they largely focus on single-turn tasks where a doctor agent receives full case information upfront -- diverging from the real-world diagnostic process, which is inherently uncertain, interactive, and iterative. In this paper, we introduce MIMIC-Patient, a structured dataset built from the MIMIC-III electronic health records (EHRs), designed to support dyna","authors_text":"Bingxin Zhao, Charles Zheng, Lingyao Li, Li Shen, Tianqi Shang, Weiqing He","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-03T13:43:10Z","title":"DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.02616","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":"sha256:9d638d864f0af0222abaeff2bea9d3b83e0d11c0a063dd37fc55fa0a6374234f","target":"record","created_at":"2026-07-05T11:31:31Z","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":"4effdc18de586453b168f78e23fee1e889041804af56ba32605ebb267b650dfd","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-03T13:43:10Z","title_canon_sha256":"321b6589868c81849a70b5279abd28e634a08d0ef28e5d81be1a22b9cdc7eb78"},"schema_version":"1.0","source":{"id":"2507.02616","kind":"arxiv","version":1}},"canonical_sha256":"91f4b50f66d40fb4fc39bdb986b1187d18ce116f9a3a80d06e5aee2daaf4586e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"91f4b50f66d40fb4fc39bdb986b1187d18ce116f9a3a80d06e5aee2daaf4586e","first_computed_at":"2026-07-05T11:31:31.728160Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:31:31.728160Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zQL8gsy3WoDXPqU6NuT1NcqkoK9WBYxQtBbn+UGslkyRFRZy22fgKcRSVnkFF05YCIWv2u8ef0NVFVPlxKI9Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:31:31.728637Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.02616","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9d638d864f0af0222abaeff2bea9d3b83e0d11c0a063dd37fc55fa0a6374234f","sha256:905f57f944c75b19328d6ad0c9617a03c06377e79e4875d595574fc238ffbf38"],"state_sha256":"6839ef570fc59338189adf493390ab55e2e7c7b3e9c76393b0f2d429cd0c95b1"}