{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:CRS4AL744RMQENEKGH2YBWPSR2","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":"64d98f13d596bb933306ef52131dc0bb17a2c53dbde83f85e26e463a3b5009c7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-23T09:00:15Z","title_canon_sha256":"45439794f94242dde3147407f96847c8608e2107d004a0034539d7ed0da00293"},"schema_version":"1.0","source":{"id":"2606.24960","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.24960","created_at":"2026-06-25T00:17:46Z"},{"alias_kind":"arxiv_version","alias_value":"2606.24960v1","created_at":"2026-06-25T00:17:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.24960","created_at":"2026-06-25T00:17:46Z"},{"alias_kind":"pith_short_12","alias_value":"CRS4AL744RMQ","created_at":"2026-06-25T00:17:46Z"},{"alias_kind":"pith_short_16","alias_value":"CRS4AL744RMQENEK","created_at":"2026-06-25T00:17:46Z"},{"alias_kind":"pith_short_8","alias_value":"CRS4AL74","created_at":"2026-06-25T00:17:46Z"}],"graph_snapshots":[{"event_id":"sha256:adcc74da6a60f9d5b16606599c753d9cca5f14e7ec0372b9b5b50ab0f4499f7b","target":"graph","created_at":"2026-06-25T00:17:46Z","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/2606.24960/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Tailoring stroke rehabilitation requires assessing how movements are organized, not merely if they succeed. Currently, this assessment is a rate-limiting bottleneck. Instruments like the Action Research Arm Test (ARAT) compress rich behavioral observations into single ordinal endpoints, discarding the movement-quality details that distinguish recovery from compensation. Automated alternatives typically chase accuracy on noisy, single-observer labels to output opaque scores - a technology-centric approach that rarely reaches clinical practice. To address this, we present xAARA: an engine design","authors_text":"Tamim Ahmed, Thanassis Rikakis","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-23T09:00:15Z","title":"Enhancing Clinician Decision-Making via Uncertainty-Aware Multi-Expert Fusion for Stroke Rehabilitation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.24960","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":"sha256:999288b81f7a3fb581a10ec362d026e6f0670282216da0e1776f8460ee4e0043","target":"record","created_at":"2026-06-25T00:17:46Z","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":"64d98f13d596bb933306ef52131dc0bb17a2c53dbde83f85e26e463a3b5009c7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-23T09:00:15Z","title_canon_sha256":"45439794f94242dde3147407f96847c8608e2107d004a0034539d7ed0da00293"},"schema_version":"1.0","source":{"id":"2606.24960","kind":"arxiv","version":1}},"canonical_sha256":"1465c02ffce45902348a31f580d9f28ea768288400aa19d9f89aef4be24a77fa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1465c02ffce45902348a31f580d9f28ea768288400aa19d9f89aef4be24a77fa","first_computed_at":"2026-06-25T00:17:46.956743Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-25T00:17:46.956743Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"e+z6oKsNAClwT4wfEZlvfP2p+21j4UwQ1g5fWyFVB/Xe8Xh0YXTs2m5UmRI/8ykVhPBL9+ZK2+H5a4dOHPk8Bw==","signature_status":"signed_v1","signed_at":"2026-06-25T00:17:46.957152Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.24960","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:999288b81f7a3fb581a10ec362d026e6f0670282216da0e1776f8460ee4e0043","sha256:adcc74da6a60f9d5b16606599c753d9cca5f14e7ec0372b9b5b50ab0f4499f7b"],"state_sha256":"77ff1f7fc130294661351e15b20c073348e5240f44f160d3795261ee7132efe2"}