{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3JOYHKSTOBLRLK3C4CTHKZYZ5W","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":"76356e13e04da938f0e931f262f870c43fc953c1d05227ac99cfcff5188508e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-04T16:04:15Z","title_canon_sha256":"27fdc752e18a35403e5da51fcd6562daad0aa0ab482bd9631e7f304010fcb1cc"},"schema_version":"1.0","source":{"id":"2608.03862","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.03862","created_at":"2026-08-05T01:37:16Z"},{"alias_kind":"arxiv_version","alias_value":"2608.03862v1","created_at":"2026-08-05T01:37:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.03862","created_at":"2026-08-05T01:37:16Z"},{"alias_kind":"pith_short_12","alias_value":"3JOYHKSTOBLR","created_at":"2026-08-05T01:37:16Z"},{"alias_kind":"pith_short_16","alias_value":"3JOYHKSTOBLRLK3C","created_at":"2026-08-05T01:37:16Z"},{"alias_kind":"pith_short_8","alias_value":"3JOYHKST","created_at":"2026-08-05T01:37:16Z"}],"graph_snapshots":[{"event_id":"sha256:5cb7395934aafec6cf32fdfa8467155277470401bfd743e22c569ecd0a0e9ee3","target":"graph","created_at":"2026-08-05T01:37:16Z","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/2608.03862/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Emergency triage requires reliable decisions within a short time period. However, the available electronic health record (EHR) data, including structured data and clinical text, are often incomplete, unreliable, and inconsistent. This makes machine learning (ML)-based triage prediction more challenging, as existing ML models typically rely on complete and reliable EHR data to accurately predict patients' acuity levels. To address this, we propose confidence- and reliability-aware selective triage (CRS-Triage) to predict patients' acuity levels with a confidence score. By comparing the confiden","authors_text":"David Rotenberg, Ethan H.Kim, Fang Fang, Guan Qiang, Tianlong Liu, Yushen Chen","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-04T16:04:15Z","title":"CRS-Triage: Confidence- and Reliability-Aware Selective Triage under Incomplete Clinical Evidence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.03862","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":"sha256:22cc7f7d7bb5892b6e3f8aa0523993c9de0cf0097373528fc304393ae406a717","target":"record","created_at":"2026-08-05T01:37:16Z","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":"76356e13e04da938f0e931f262f870c43fc953c1d05227ac99cfcff5188508e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-04T16:04:15Z","title_canon_sha256":"27fdc752e18a35403e5da51fcd6562daad0aa0ab482bd9631e7f304010fcb1cc"},"schema_version":"1.0","source":{"id":"2608.03862","kind":"arxiv","version":1}},"canonical_sha256":"da5d83aa53705715ab62e0a6756719edbb21c6b39e2938ec1c287e54bc342200","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"da5d83aa53705715ab62e0a6756719edbb21c6b39e2938ec1c287e54bc342200","first_computed_at":"2026-08-05T01:37:16.426975Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-05T01:37:16.426975Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZFzciVLNP80lktWsdPDrXge4nde287yKHjXP+tr4V+bFFVHCK+Sy2ZkddjVc0Mld8/iBLY5RkufPTuPDrXN9Cg==","signature_status":"signed_v1","signed_at":"2026-08-05T01:37:16.428388Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.03862","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:22cc7f7d7bb5892b6e3f8aa0523993c9de0cf0097373528fc304393ae406a717","sha256:5cb7395934aafec6cf32fdfa8467155277470401bfd743e22c569ecd0a0e9ee3"],"state_sha256":"a9a319171d10a54e3d16c615c02acf19c3adb297b17a81c90bd35977eca21e08"}