{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:PDYH3HPREZP6NGLODYVI2TDD3W","short_pith_number":"pith:PDYH3HPR","schema_version":"1.0","canonical_sha256":"78f07d9df1265fe6996e1e2a8d4c63ddba6790fbbb46ccdb3f15549c97b23885","source":{"kind":"arxiv","id":"2402.05547","version":2},"attestation_state":"computed","paper":{"title":"Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Hao Wang, Hengguan Huang, Hongfu Liu, Songtao Wang, Ye Wang","submitted_at":"2024-02-08T10:32:06Z","abstract_excerpt":"Traditional applications of natural language processing (NLP) in healthcare have predominantly focused on patient-centered services, enhancing patient interactions and care delivery, such as through medical dialogue systems. However, the potential of NLP to benefit inexperienced doctors, particularly in areas such as communicative medical coaching, remains largely unexplored. We introduce \"ChatCoach\", a human-AI cooperative framework designed to assist medical learners in practicing their communication skills during patient consultations. ChatCoach (Our data and code are available online: http"},"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":"2402.05547","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-02-08T10:32:06Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"bf80c715bc1732c065b7c3787debf02fec714ef197fcdb0dcf33b42a3cd6b5b3","abstract_canon_sha256":"fc4d4475ee66c62bab481e8d646a3b6d4051028c0963a079759f48ff95b64bb0"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:29:21.844393Z","signature_b64":"3+0Xx47Q4RLWeyYBtjwf7hfY0Kwju1bOJUxqc8oyQ2GwAps5aL5251zx29VsQCCOrCZAIEUEsTqjF5BxJKauDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"78f07d9df1265fe6996e1e2a8d4c63ddba6790fbbb46ccdb3f15549c97b23885","last_reissued_at":"2026-07-05T08:29:21.843918Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:29:21.843918Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Hao Wang, Hengguan Huang, Hongfu Liu, Songtao Wang, Ye Wang","submitted_at":"2024-02-08T10:32:06Z","abstract_excerpt":"Traditional applications of natural language processing (NLP) in healthcare have predominantly focused on patient-centered services, enhancing patient interactions and care delivery, such as through medical dialogue systems. However, the potential of NLP to benefit inexperienced doctors, particularly in areas such as communicative medical coaching, remains largely unexplored. We introduce \"ChatCoach\", a human-AI cooperative framework designed to assist medical learners in practicing their communication skills during patient consultations. ChatCoach (Our data and code are available online: http"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.05547","kind":"arxiv","version":2},"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/2402.05547/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":"2402.05547","created_at":"2026-07-05T08:29:21.843986+00:00"},{"alias_kind":"arxiv_version","alias_value":"2402.05547v2","created_at":"2026-07-05T08:29:21.843986+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.05547","created_at":"2026-07-05T08:29:21.843986+00:00"},{"alias_kind":"pith_short_12","alias_value":"PDYH3HPREZP6","created_at":"2026-07-05T08:29:21.843986+00:00"},{"alias_kind":"pith_short_16","alias_value":"PDYH3HPREZP6NGLO","created_at":"2026-07-05T08:29:21.843986+00:00"},{"alias_kind":"pith_short_8","alias_value":"PDYH3HPR","created_at":"2026-07-05T08:29:21.843986+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W","json":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W.json","graph_json":"https://pith.science/api/pith-number/PDYH3HPREZP6NGLODYVI2TDD3W/graph.json","events_json":"https://pith.science/api/pith-number/PDYH3HPREZP6NGLODYVI2TDD3W/events.json","paper":"https://pith.science/paper/PDYH3HPR"},"agent_actions":{"view_html":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W","download_json":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W.json","view_paper":"https://pith.science/paper/PDYH3HPR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2402.05547&json=true","fetch_graph":"https://pith.science/api/pith-number/PDYH3HPREZP6NGLODYVI2TDD3W/graph.json","fetch_events":"https://pith.science/api/pith-number/PDYH3HPREZP6NGLODYVI2TDD3W/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W/action/timestamp_anchor","attest_storage":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W/action/storage_attestation","attest_author":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W/action/author_attestation","sign_citation":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W/action/citation_signature","submit_replication":"https://pith.science/pith/PDYH3HPREZP6NGLODYVI2TDD3W/action/replication_record"}},"created_at":"2026-07-05T08:29:21.843986+00:00","updated_at":"2026-07-05T08:29:21.843986+00:00"}