{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:TS6ZERIRS4OKBV3K42KQUJPUBP","short_pith_number":"pith:TS6ZERIR","canonical_record":{"source":{"id":"2507.16229","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-22T05:01:06Z","cross_cats_sorted":["cs.CY","cs.ET","cs.HC","cs.SE"],"title_canon_sha256":"e84a65a35c69a7cb1d72e506a94f665ff135b37b2694c2339368e3152ea27ac5","abstract_canon_sha256":"a7506102409252e38b95d6265d69301c0b445215cd13117908038b4b1ecf3bd6"},"schema_version":"1.0"},"canonical_sha256":"9cbd924511971ca0d76ae6950a25f40be4b7f3f754f5f55b7959a370bcdf34a5","source":{"kind":"arxiv","id":"2507.16229","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.16229","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"arxiv_version","alias_value":"2507.16229v1","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.16229","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_12","alias_value":"TS6ZERIRS4OK","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_16","alias_value":"TS6ZERIRS4OKBV3K","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_8","alias_value":"TS6ZERIR","created_at":"2026-07-05T11:43:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:TS6ZERIRS4OKBV3K42KQUJPUBP","target":"record","payload":{"canonical_record":{"source":{"id":"2507.16229","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-22T05:01:06Z","cross_cats_sorted":["cs.CY","cs.ET","cs.HC","cs.SE"],"title_canon_sha256":"e84a65a35c69a7cb1d72e506a94f665ff135b37b2694c2339368e3152ea27ac5","abstract_canon_sha256":"a7506102409252e38b95d6265d69301c0b445215cd13117908038b4b1ecf3bd6"},"schema_version":"1.0"},"canonical_sha256":"9cbd924511971ca0d76ae6950a25f40be4b7f3f754f5f55b7959a370bcdf34a5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:43:14.244806Z","signature_b64":"ueEn5To5lRaiE1g5zPVUATrPXH7NGM7r9Ps0hrbsyH2WS0PO+OjGEXxUD0OgDGzQWamOQDItCZr7iG2stBTYDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9cbd924511971ca0d76ae6950a25f40be4b7f3f754f5f55b7959a370bcdf34a5","last_reissued_at":"2026-07-05T11:43:14.244333Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:43:14.244333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.16229","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":"2026-07-05T11:43:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Jp74rW+3ZkoE9JDqa25pS9tG0uDeSir73dCwQ/mrQI8ICpC2m0LR5eXywUL0iuBV7ywfomIqvmidKEagb6L7Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T23:13:45.167300Z"},"content_sha256":"7daccaca983222555f8fd53850a7d297f12987ebbf9a8996619b0c067026d4fa","schema_version":"1.0","event_id":"sha256:7daccaca983222555f8fd53850a7d297f12987ebbf9a8996619b0c067026d4fa"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:TS6ZERIRS4OKBV3K42KQUJPUBP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CY","cs.ET","cs.HC","cs.SE"],"primary_cat":"cs.AI","authors_text":"Bo Wen, Chen Wang, Jeffrey L. Rogers, Julia Liu, Qiwei Han, Raquel Norel, Thaddeus Stappenbeck","submitted_at":"2025-07-22T05:01:06Z","abstract_excerpt":"The integration of voice-based AI agents in healthcare presents a transformative opportunity to bridge economic and accessibility gaps in digital health delivery. This paper explores the role of large language model (LLM)-powered voice assistants in enhancing preventive care and continuous patient monitoring, particularly in underserved populations. Drawing insights from the development and pilot study of Agent PULSE (Patient Understanding and Liaison Support Engine) -- a collaborative initiative between IBM Research, Cleveland Clinic Foundation, and Morehouse School of Medicine -- we present "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.16229","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/2507.16229/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":"2026-07-05T11:43:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T2RufNxu6wWjoJrxTD5PjvzNXavH/DyIYVXlIKCrKRrmAqBjv15o72wJu5K7QuhPnDvEyxqo3fYHvIJM3brWBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T23:13:45.167847Z"},"content_sha256":"48a00e277788b5e364c68a2b6cb60a972b4f5c22b57a6cabfe65342dca13444b","schema_version":"1.0","event_id":"sha256:48a00e277788b5e364c68a2b6cb60a972b4f5c22b57a6cabfe65342dca13444b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/bundle.json","state_url":"https://pith.science/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/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":"2026-08-09T23:13:45Z","links":{"resolver":"https://pith.science/pith/TS6ZERIRS4OKBV3K42KQUJPUBP","bundle":"https://pith.science/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/bundle.json","state":"https://pith.science/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TS6ZERIRS4OKBV3K42KQUJPUBP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:TS6ZERIRS4OKBV3K42KQUJPUBP","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":"a7506102409252e38b95d6265d69301c0b445215cd13117908038b4b1ecf3bd6","cross_cats_sorted":["cs.CY","cs.ET","cs.HC","cs.SE"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-22T05:01:06Z","title_canon_sha256":"e84a65a35c69a7cb1d72e506a94f665ff135b37b2694c2339368e3152ea27ac5"},"schema_version":"1.0","source":{"id":"2507.16229","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.16229","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"arxiv_version","alias_value":"2507.16229v1","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.16229","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_12","alias_value":"TS6ZERIRS4OK","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_16","alias_value":"TS6ZERIRS4OKBV3K","created_at":"2026-07-05T11:43:14Z"},{"alias_kind":"pith_short_8","alias_value":"TS6ZERIR","created_at":"2026-07-05T11:43:14Z"}],"graph_snapshots":[{"event_id":"sha256:48a00e277788b5e364c68a2b6cb60a972b4f5c22b57a6cabfe65342dca13444b","target":"graph","created_at":"2026-07-05T11:43:14Z","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/2507.16229/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The integration of voice-based AI agents in healthcare presents a transformative opportunity to bridge economic and accessibility gaps in digital health delivery. This paper explores the role of large language model (LLM)-powered voice assistants in enhancing preventive care and continuous patient monitoring, particularly in underserved populations. Drawing insights from the development and pilot study of Agent PULSE (Patient Understanding and Liaison Support Engine) -- a collaborative initiative between IBM Research, Cleveland Clinic Foundation, and Morehouse School of Medicine -- we present ","authors_text":"Bo Wen, Chen Wang, Jeffrey L. Rogers, Julia Liu, Qiwei Han, Raquel Norel, Thaddeus Stappenbeck","cross_cats":["cs.CY","cs.ET","cs.HC","cs.SE"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-22T05:01:06Z","title":"Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.16229","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":"sha256:7daccaca983222555f8fd53850a7d297f12987ebbf9a8996619b0c067026d4fa","target":"record","created_at":"2026-07-05T11:43:14Z","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":"a7506102409252e38b95d6265d69301c0b445215cd13117908038b4b1ecf3bd6","cross_cats_sorted":["cs.CY","cs.ET","cs.HC","cs.SE"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2025-07-22T05:01:06Z","title_canon_sha256":"e84a65a35c69a7cb1d72e506a94f665ff135b37b2694c2339368e3152ea27ac5"},"schema_version":"1.0","source":{"id":"2507.16229","kind":"arxiv","version":1}},"canonical_sha256":"9cbd924511971ca0d76ae6950a25f40be4b7f3f754f5f55b7959a370bcdf34a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9cbd924511971ca0d76ae6950a25f40be4b7f3f754f5f55b7959a370bcdf34a5","first_computed_at":"2026-07-05T11:43:14.244333Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:43:14.244333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ueEn5To5lRaiE1g5zPVUATrPXH7NGM7r9Ps0hrbsyH2WS0PO+OjGEXxUD0OgDGzQWamOQDItCZr7iG2stBTYDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:43:14.244806Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.16229","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7daccaca983222555f8fd53850a7d297f12987ebbf9a8996619b0c067026d4fa","sha256:48a00e277788b5e364c68a2b6cb60a972b4f5c22b57a6cabfe65342dca13444b"],"state_sha256":"8b1cfd734c0255d41c83739e8b164e97897d422aa139dda397b9458ccec54174"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ljxiW2eicdCasojQe+RBFmoNUg/BdQ4X/QIAsJQIHJVjRHPO9RteBI/fhEVPGr6ZpMtmg90fevv+SHXff/IwCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T23:13:45.173359Z","bundle_sha256":"26e118bf7de6e45e9369e6f9e7a92b86f6c7d64a20564242d25ba1a400d98136"}}