{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:5N2QGTRXSM4KCOEDXTIXXBQDJ2","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":"c9e76621575d23146f70f95b5f56840ac9f511160cfeda080c9775def18febf4","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-22T01:53:03Z","title_canon_sha256":"d7a205172450677d8e5b5003d96f7fe54781de339dc2d0bb84ba8c9f9ca1ac75"},"schema_version":"1.0","source":{"id":"2605.23148","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.23148","created_at":"2026-05-25T02:01:40Z"},{"alias_kind":"arxiv_version","alias_value":"2605.23148v1","created_at":"2026-05-25T02:01:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.23148","created_at":"2026-05-25T02:01:40Z"},{"alias_kind":"pith_short_12","alias_value":"5N2QGTRXSM4K","created_at":"2026-05-25T02:01:40Z"},{"alias_kind":"pith_short_16","alias_value":"5N2QGTRXSM4KCOED","created_at":"2026-05-25T02:01:40Z"},{"alias_kind":"pith_short_8","alias_value":"5N2QGTRX","created_at":"2026-05-25T02:01:40Z"}],"graph_snapshots":[{"event_id":"sha256:88fd6c6e59a89c9ae1a5dc4a514dd427642122d49ba8ddc465152b088b5aff18","target":"graph","created_at":"2026-05-25T02:01:40Z","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/2605.23148/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As demand for mental health care outpaces clinician-delivered assessment, scalable screening tools are increasingly needed. Large language models (LLMs) may identify psychiatric risk from patient narratives, but their reliability across diagnoses, demographic subgroups, and evidence-use patterns remains uncertain. We introduce a SCID-anchored benchmark of 555 semi-structured experiential interviews paired with diagnostic reference labels for anxiety disorder, major depressive disorder, post-traumatic stress disorder, and any current mental health disorder. Using zero-shot task-specific prompti","authors_text":"Jianfeng Zhu, Karin G. Coifman, Megan Korhummel, Ruoming Jin","cross_cats":["cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-22T01:53:03Z","title":"When Symptoms Are Not Enough: Evidence-Weighting Patterns in Large Language Model Psychiatric Screening"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.23148","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":"sha256:8465b32cdf296007e05a7b5418fa0cad96400245bb685f159d005f69d6134ca1","target":"record","created_at":"2026-05-25T02:01:40Z","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":"c9e76621575d23146f70f95b5f56840ac9f511160cfeda080c9775def18febf4","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-22T01:53:03Z","title_canon_sha256":"d7a205172450677d8e5b5003d96f7fe54781de339dc2d0bb84ba8c9f9ca1ac75"},"schema_version":"1.0","source":{"id":"2605.23148","kind":"arxiv","version":1}},"canonical_sha256":"eb75034e379338a13883bcd17b86034eade7bd03a7e64fbeb70fe7374a5b103c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eb75034e379338a13883bcd17b86034eade7bd03a7e64fbeb70fe7374a5b103c","first_computed_at":"2026-05-25T02:01:40.484838Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-25T02:01:40.484838Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZZLb2K7MGqI278zEaFnuH08gAr3DJ/VWZg5tLPOp+N6xb/9s7i+mdEoIqCwBCLinpm07RNIKasqDYOoMSo3LBw==","signature_status":"signed_v1","signed_at":"2026-05-25T02:01:40.485339Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.23148","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8465b32cdf296007e05a7b5418fa0cad96400245bb685f159d005f69d6134ca1","sha256:88fd6c6e59a89c9ae1a5dc4a514dd427642122d49ba8ddc465152b088b5aff18"],"state_sha256":"b7a7209886fc73e55363dc86da47a2034e96c18f581b071b49bb0905ebeb9444"}