{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:CN2DH2EEGJL5JHHNWRFOLBLH5G","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":"a9595d16ad6989afbef21be600ff6b1a0914d696f4326242e3dc879e28a38658","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-07-05T17:10:40Z","title_canon_sha256":"430ee258df5f630ec1463f48cc6caa4ef08e5ac16318d44cb8c2e3f7d398fd4b"},"schema_version":"1.0","source":{"id":"1607.07751","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1607.07751","created_at":"2026-05-18T00:12:00Z"},{"alias_kind":"arxiv_version","alias_value":"1607.07751v1","created_at":"2026-05-18T00:12:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1607.07751","created_at":"2026-05-18T00:12:00Z"},{"alias_kind":"pith_short_12","alias_value":"CN2DH2EEGJL5","created_at":"2026-05-18T12:30:09Z"},{"alias_kind":"pith_short_16","alias_value":"CN2DH2EEGJL5JHHN","created_at":"2026-05-18T12:30:09Z"},{"alias_kind":"pith_short_8","alias_value":"CN2DH2EE","created_at":"2026-05-18T12:30:09Z"}],"graph_snapshots":[{"event_id":"sha256:3961db0e801abd0ab229e44e16b566b38dc9516d7fd63113b179cb9f41b2f4ed","target":"graph","created_at":"2026-05-18T00:12:00Z","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"},"paper":{"abstract_excerpt":"Background Information: Falls are associated with high direct and indirect costs, and significant morbidity and mortality for patients. Pathological falls are usually a result of a compromised motor system, and/or cognition. Very little research has been conducted on predicting falls based on this premise.\n  Aims: To demonstrate that cognitive and motor tests can be used to create a robust predictive tool for falls.\n  Methods: Three tests of attention and executive function (Stroop, Trail Making, and Semantic Fluency), a measure of physical function (Walk-12), a series of questions (concerning","authors_text":"Alessia Saverino, Bilal A. Mateen, Catherine Doogan, Denise Waller, E Diane Playford, Franz J Kir\\'aly, Matthias Bussas","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-07-05T17:10:40Z","title":"Machine Learning in Falls Prediction; A cognition-based predictor of falls for the acute neurological in-patient population"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1607.07751","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:e0597701b45f940a2025587ebf036e0f3ed067e7f8b0e8ff1d5f74e30ef00ab0","target":"record","created_at":"2026-05-18T00:12:00Z","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":"a9595d16ad6989afbef21be600ff6b1a0914d696f4326242e3dc879e28a38658","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-07-05T17:10:40Z","title_canon_sha256":"430ee258df5f630ec1463f48cc6caa4ef08e5ac16318d44cb8c2e3f7d398fd4b"},"schema_version":"1.0","source":{"id":"1607.07751","kind":"arxiv","version":1}},"canonical_sha256":"137433e8843257d49cedb44ae58567e9ab126b49174544d79a0db57ad32fe0db","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"137433e8843257d49cedb44ae58567e9ab126b49174544d79a0db57ad32fe0db","first_computed_at":"2026-05-18T00:12:00.904354Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:12:00.904354Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KfpBBue0Okd89t2GF6vUEhKGfzkG7sZ4Z3Y+38xUSNpm2TMQbljwFwOhOwlHXlpwmoL1sxSDBqYSq5vQTBZLBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:12:00.905115Z","signed_message":"canonical_sha256_bytes"},"source_id":"1607.07751","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e0597701b45f940a2025587ebf036e0f3ed067e7f8b0e8ff1d5f74e30ef00ab0","sha256:3961db0e801abd0ab229e44e16b566b38dc9516d7fd63113b179cb9f41b2f4ed"],"state_sha256":"aa7a82820822fec4ca91d48ed8a5615e14a497e9993fe2cbe2521d1b918fb164"}