{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:7GQC3TCJK737CKRS5AXKCSVODI","short_pith_number":"pith:7GQC3TCJ","schema_version":"1.0","canonical_sha256":"f9a02dcc4957f7f12a32e82ea14aae1a2a1e438b852040f57594d8d22b1080df","source":{"kind":"arxiv","id":"2507.15743","version":1},"attestation_state":"computed","paper":{"title":"Towards physician-centered oversight of conversational diagnostic AI","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.HC","cs.LG"],"primary_cat":"cs.AI","authors_text":"Adam Rodman, Alan Karthikesalingam, Anil Palepu, Avinatan Hassidim, C\\'ian Hughes, Dale R. Webster, David Barrett, David Stutz, Dylan Slack, Elahe Vedadi, Ellery Wulczyn, James Manyika, Jan Freyberg, Jihyeon Lee, Jo\\\"elle Barral, Katherine Chou, Kavita Kulkarni, Kelvin Guu, Khaled Saab, Mike Schaekermann, Natalie Harris, Nenad Tomasev, Pushmeet Kohli, Roma Ruparel, Ryutaro Tanno, Shashir Reddy, S. Sara Mahdavi, Tao Tu, Tim Strother, Valentin Li\\'evin, Vivek Natarajan, Wei-Hung Weng, Yash Sharma, Yossi Matias, Yun Liu","submitted_at":"2025-07-21T15:54:36Z","abstract_excerpt":"Recent work has demonstrated the promise of conversational AI systems for diagnostic dialogue. However, real-world assurance of patient safety means that providing individual diagnoses and treatment plans is considered a regulated activity by licensed professionals. Furthermore, physicians commonly oversee other team members in such activities, including nurse practitioners (NPs) or physician assistants/associates (PAs). Inspired by this, we propose a framework for effective, asynchronous oversight of the Articulate Medical Intelligence Explorer (AMIE) AI system. We propose guardrailed-AMIE (g"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2507.15743","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-21T15:54:36Z","cross_cats_sorted":["cs.CL","cs.HC","cs.LG"],"title_canon_sha256":"7808258c1848729bfbc5da17be36255923f17120d451d84225c96b3b0114da86","abstract_canon_sha256":"2c31a1654a6a8760b73c142f3c5d3538cfc003bfdf777f63e509c8fa29803513"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:40:43.383764Z","signature_b64":"xFUhVp4kP/C3uYot13t7E4CKxKoJqoNVTE9F1xzKBbR5XiWhZ9qaH/lb9NvQecyUuKK3DjhizCbpfb9QgF4FDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f9a02dcc4957f7f12a32e82ea14aae1a2a1e438b852040f57594d8d22b1080df","last_reissued_at":"2026-07-05T11:40:43.383275Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:40:43.383275Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Towards physician-centered oversight of conversational diagnostic AI","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.HC","cs.LG"],"primary_cat":"cs.AI","authors_text":"Adam Rodman, Alan Karthikesalingam, Anil Palepu, Avinatan Hassidim, C\\'ian Hughes, Dale R. Webster, David Barrett, David Stutz, Dylan Slack, Elahe Vedadi, Ellery Wulczyn, James Manyika, Jan Freyberg, Jihyeon Lee, Jo\\\"elle Barral, Katherine Chou, Kavita Kulkarni, Kelvin Guu, Khaled Saab, Mike Schaekermann, Natalie Harris, Nenad Tomasev, Pushmeet Kohli, Roma Ruparel, Ryutaro Tanno, Shashir Reddy, S. Sara Mahdavi, Tao Tu, Tim Strother, Valentin Li\\'evin, Vivek Natarajan, Wei-Hung Weng, Yash Sharma, Yossi Matias, Yun Liu","submitted_at":"2025-07-21T15:54:36Z","abstract_excerpt":"Recent work has demonstrated the promise of conversational AI systems for diagnostic dialogue. However, real-world assurance of patient safety means that providing individual diagnoses and treatment plans is considered a regulated activity by licensed professionals. Furthermore, physicians commonly oversee other team members in such activities, including nurse practitioners (NPs) or physician assistants/associates (PAs). Inspired by this, we propose a framework for effective, asynchronous oversight of the Articulate Medical Intelligence Explorer (AMIE) AI system. We propose guardrailed-AMIE (g"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.15743","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/2507.15743/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2507.15743","created_at":"2026-07-05T11:40:43.383331+00:00"},{"alias_kind":"arxiv_version","alias_value":"2507.15743v1","created_at":"2026-07-05T11:40:43.383331+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.15743","created_at":"2026-07-05T11:40:43.383331+00:00"},{"alias_kind":"pith_short_12","alias_value":"7GQC3TCJK737","created_at":"2026-07-05T11:40:43.383331+00:00"},{"alias_kind":"pith_short_16","alias_value":"7GQC3TCJK737CKRS","created_at":"2026-07-05T11:40:43.383331+00:00"},{"alias_kind":"pith_short_8","alias_value":"7GQC3TCJ","created_at":"2026-07-05T11:40:43.383331+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":4,"internal_anchor_count":0,"sample":[{"citing_arxiv_id":"2606.08982","citing_title":"Baichuan-M4: A Clinical-Grade Medical Agent System for Continuous Care","ref_index":5,"is_internal_anchor":false},{"citing_arxiv_id":"2605.04012","citing_title":"SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment","ref_index":13,"is_internal_anchor":false},{"citing_arxiv_id":"2605.09584","citing_title":"CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics","ref_index":59,"is_internal_anchor":false},{"citing_arxiv_id":"2605.04012","citing_title":"SymptomAI: Toward a Conversational AI Agent for Everyday Symptom Assessment","ref_index":12,"is_internal_anchor":false}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI","json":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI.json","graph_json":"https://pith.science/api/pith-number/7GQC3TCJK737CKRS5AXKCSVODI/graph.json","events_json":"https://pith.science/api/pith-number/7GQC3TCJK737CKRS5AXKCSVODI/events.json","paper":"https://pith.science/paper/7GQC3TCJ"},"agent_actions":{"view_html":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI","download_json":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI.json","view_paper":"https://pith.science/paper/7GQC3TCJ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2507.15743&json=true","fetch_graph":"https://pith.science/api/pith-number/7GQC3TCJK737CKRS5AXKCSVODI/graph.json","fetch_events":"https://pith.science/api/pith-number/7GQC3TCJK737CKRS5AXKCSVODI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI/action/storage_attestation","attest_author":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI/action/author_attestation","sign_citation":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI/action/citation_signature","submit_replication":"https://pith.science/pith/7GQC3TCJK737CKRS5AXKCSVODI/action/replication_record"}},"created_at":"2026-07-05T11:40:43.383331+00:00","updated_at":"2026-07-05T11:40:43.383331+00:00"}