{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:TVXKEZYWWJTBUWWUENQCVMCYYG","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":"b63c96388c1230db6f4307869e4887cc482fee0f817b02372f5c737b4d3f8d18","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-16T02:48:50Z","title_canon_sha256":"afcea581765fa3ed77569a1367ef2ed8019ed41f88737720702746da83c0c08e"},"schema_version":"1.0","source":{"id":"2403.10779","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.10779","created_at":"2026-07-05T07:57:06Z"},{"alias_kind":"arxiv_version","alias_value":"2403.10779v1","created_at":"2026-07-05T07:57:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.10779","created_at":"2026-07-05T07:57:06Z"},{"alias_kind":"pith_short_12","alias_value":"TVXKEZYWWJTB","created_at":"2026-07-05T07:57:06Z"},{"alias_kind":"pith_short_16","alias_value":"TVXKEZYWWJTBUWWU","created_at":"2026-07-05T07:57:06Z"},{"alias_kind":"pith_short_8","alias_value":"TVXKEZYW","created_at":"2026-07-05T07:57:06Z"}],"graph_snapshots":[{"event_id":"sha256:10053f64e2f93d7f5e03472a3c7894806f3a52d2a3066117e78bbe46c61458ff","target":"graph","created_at":"2026-07-05T07:57:06Z","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/2403.10779/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite the global mental health crisis, access to screenings, professionals, and treatments remains high. In collaboration with licensed psychotherapists, we propose a Conversational AI Therapist with psychotherapeutic Interventions (CaiTI), a platform that leverages large language models (LLM)s and smart devices to enable better mental health self-care. CaiTI can screen the day-to-day functioning using natural and psychotherapeutic conversations. CaiTI leverages reinforcement learning to provide personalized conversation flow. CaiTI can accurately understand and interpret user responses. Whe","authors_text":"Hanya Shao, Haoxuan You, Jingping Nie, Matthias Preindl, Qijia Shao, Xiaofan Jiang, Yuang Fan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-16T02:48:50Z","title":"LLM-based Conversational AI Therapist for Daily Functioning Screening and Psychotherapeutic Intervention via Everyday Smart Devices"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.10779","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":"sha256:387773f7bf2b9ac37d1cc85c0e755f896f179ed0b3bddb5670d3b9613aa93489","target":"record","created_at":"2026-07-05T07:57:06Z","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":"b63c96388c1230db6f4307869e4887cc482fee0f817b02372f5c737b4d3f8d18","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-16T02:48:50Z","title_canon_sha256":"afcea581765fa3ed77569a1367ef2ed8019ed41f88737720702746da83c0c08e"},"schema_version":"1.0","source":{"id":"2403.10779","kind":"arxiv","version":1}},"canonical_sha256":"9d6ea26716b2661a5ad423602ab058c18c78367bc10f95bfe2b243a2c7c4845a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9d6ea26716b2661a5ad423602ab058c18c78367bc10f95bfe2b243a2c7c4845a","first_computed_at":"2026-07-05T07:57:06.775531Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:57:06.775531Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"B8KWFX+4+RdNq/GfApTijRVP3ouc1Fw7oEZF2Wypypsq95UnFJUpNbNiwZAHunSURuhMecImKOpd0c6FBu+dBA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:57:06.775997Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.10779","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:387773f7bf2b9ac37d1cc85c0e755f896f179ed0b3bddb5670d3b9613aa93489","sha256:10053f64e2f93d7f5e03472a3c7894806f3a52d2a3066117e78bbe46c61458ff"],"state_sha256":"f7163a9abd3ceb802a4625c70f44d39f426d0ab9085f9efa1942561077070bb0"}