{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:XQGXQ44LHTOXBQPZPEGDSRERIS","short_pith_number":"pith:XQGXQ44L","canonical_record":{"source":{"id":"2503.15526","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-04T02:37:36Z","cross_cats_sorted":[],"title_canon_sha256":"a194c41381a3b9cfd9d12e94486d38faf2d336c55abbdaf0ee0ab80c94c4c847","abstract_canon_sha256":"f5897eeaa965c4a6a50be73a6276e8d2865480f0a6284e5d8676ef17a26a39d9"},"schema_version":"1.0"},"canonical_sha256":"bc0d78738b3cdd70c1f9790c39449144a37423e97a93e36bef92e68736a8ba4f","source":{"kind":"arxiv","id":"2503.15526","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.15526","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"arxiv_version","alias_value":"2503.15526v1","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.15526","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_12","alias_value":"XQGXQ44LHTOX","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_16","alias_value":"XQGXQ44LHTOXBQPZ","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_8","alias_value":"XQGXQ44L","created_at":"2026-07-05T10:35:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:XQGXQ44LHTOXBQPZPEGDSRERIS","target":"record","payload":{"canonical_record":{"source":{"id":"2503.15526","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-04T02:37:36Z","cross_cats_sorted":[],"title_canon_sha256":"a194c41381a3b9cfd9d12e94486d38faf2d336c55abbdaf0ee0ab80c94c4c847","abstract_canon_sha256":"f5897eeaa965c4a6a50be73a6276e8d2865480f0a6284e5d8676ef17a26a39d9"},"schema_version":"1.0"},"canonical_sha256":"bc0d78738b3cdd70c1f9790c39449144a37423e97a93e36bef92e68736a8ba4f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:35:52.121508Z","signature_b64":"SdpBgfSXzqZXxFCUscBBjoda/pR2MmulpVYSLWRt7m9As5l5vvajyGzcaMjWTvs5hfeXpOZnTKf1ua7kPbyUBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bc0d78738b3cdd70c1f9790c39449144a37423e97a93e36bef92e68736a8ba4f","last_reissued_at":"2026-07-05T10:35:52.120886Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:35:52.120886Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.15526","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:35:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vNsZM1WxAwimVmla+14/znfoumAtApLsweZcZgpvZe38ZST4YF64rdozNDIJ8RgVnp02VG9F4tzk2dbqD55aCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T19:45:58.101481Z"},"content_sha256":"0d5fed021d3df7107bb2a5d925975d8d3243881eb531473a678d097eebd976b0","schema_version":"1.0","event_id":"sha256:0d5fed021d3df7107bb2a5d925975d8d3243881eb531473a678d097eebd976b0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:XQGXQ44LHTOXBQPZPEGDSRERIS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Assessment of AI-Generated Pediatric Rehabilitation SOAP-Note Quality","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Brendan Wylie-Toal, Daniel G. Brown, Maura R. Grossman, Solomon Amenyo","submitted_at":"2025-02-04T02:37:36Z","abstract_excerpt":"This study explores the integration of artificial intelligence (AI) or large language models (LLMs) into pediatric rehabilitation clinical documentation, focusing on the generation of SOAP (Subjective, Objective, Assessment, Plan) notes, which are essential for patient care. Creating complex documentation is time-consuming in pediatric settings. We evaluate the effectiveness of two AI tools; Copilot, a commercial LLM, and KAUWbot, a fine-tuned LLM developed for KidsAbility Centre for Child Development (an Ontario pediatric rehabilitation facility), in simplifying and automating this process. W"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.15526","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2503.15526/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:35:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DW2RiKBl13aqAPy4A4G0P2zqZ/LYao30Z18BvDLTxhyMtWDoHixn+/v9mQU540Qz8PbhGstLWqCrXG9ey427Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T19:45:58.101996Z"},"content_sha256":"92e1bfda51cb3973400637ab8451240c904dfbcbdcb20a4aeaf70f5948c1821f","schema_version":"1.0","event_id":"sha256:92e1bfda51cb3973400637ab8451240c904dfbcbdcb20a4aeaf70f5948c1821f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/bundle.json","state_url":"https://pith.science/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-07T19:45:58Z","links":{"resolver":"https://pith.science/pith/XQGXQ44LHTOXBQPZPEGDSRERIS","bundle":"https://pith.science/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/bundle.json","state":"https://pith.science/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XQGXQ44LHTOXBQPZPEGDSRERIS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:XQGXQ44LHTOXBQPZPEGDSRERIS","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":"f5897eeaa965c4a6a50be73a6276e8d2865480f0a6284e5d8676ef17a26a39d9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-04T02:37:36Z","title_canon_sha256":"a194c41381a3b9cfd9d12e94486d38faf2d336c55abbdaf0ee0ab80c94c4c847"},"schema_version":"1.0","source":{"id":"2503.15526","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.15526","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"arxiv_version","alias_value":"2503.15526v1","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.15526","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_12","alias_value":"XQGXQ44LHTOX","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_16","alias_value":"XQGXQ44LHTOXBQPZ","created_at":"2026-07-05T10:35:52Z"},{"alias_kind":"pith_short_8","alias_value":"XQGXQ44L","created_at":"2026-07-05T10:35:52Z"}],"graph_snapshots":[{"event_id":"sha256:92e1bfda51cb3973400637ab8451240c904dfbcbdcb20a4aeaf70f5948c1821f","target":"graph","created_at":"2026-07-05T10:35:52Z","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/2503.15526/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study explores the integration of artificial intelligence (AI) or large language models (LLMs) into pediatric rehabilitation clinical documentation, focusing on the generation of SOAP (Subjective, Objective, Assessment, Plan) notes, which are essential for patient care. Creating complex documentation is time-consuming in pediatric settings. We evaluate the effectiveness of two AI tools; Copilot, a commercial LLM, and KAUWbot, a fine-tuned LLM developed for KidsAbility Centre for Child Development (an Ontario pediatric rehabilitation facility), in simplifying and automating this process. W","authors_text":"Brendan Wylie-Toal, Daniel G. Brown, Maura R. Grossman, Solomon Amenyo","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-04T02:37:36Z","title":"Assessment of AI-Generated Pediatric Rehabilitation SOAP-Note Quality"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.15526","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":"sha256:0d5fed021d3df7107bb2a5d925975d8d3243881eb531473a678d097eebd976b0","target":"record","created_at":"2026-07-05T10:35:52Z","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":"f5897eeaa965c4a6a50be73a6276e8d2865480f0a6284e5d8676ef17a26a39d9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-04T02:37:36Z","title_canon_sha256":"a194c41381a3b9cfd9d12e94486d38faf2d336c55abbdaf0ee0ab80c94c4c847"},"schema_version":"1.0","source":{"id":"2503.15526","kind":"arxiv","version":1}},"canonical_sha256":"bc0d78738b3cdd70c1f9790c39449144a37423e97a93e36bef92e68736a8ba4f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bc0d78738b3cdd70c1f9790c39449144a37423e97a93e36bef92e68736a8ba4f","first_computed_at":"2026-07-05T10:35:52.120886Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:35:52.120886Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SdpBgfSXzqZXxFCUscBBjoda/pR2MmulpVYSLWRt7m9As5l5vvajyGzcaMjWTvs5hfeXpOZnTKf1ua7kPbyUBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:35:52.121508Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.15526","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d5fed021d3df7107bb2a5d925975d8d3243881eb531473a678d097eebd976b0","sha256:92e1bfda51cb3973400637ab8451240c904dfbcbdcb20a4aeaf70f5948c1821f"],"state_sha256":"f51e40f4ee07b6d5eed13ecae60b2cfc86316ac18907558fb9703cde09c610da"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AO1CBe0GPIhOjsH2c908ggFKfIm213x2tdjn0nJByBwkVq6ECH+BlbwptyGbuafSH/rdxYrxXwT7D56J4QGOCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T19:45:58.110543Z","bundle_sha256":"c00ed14363e53243ba086ae60c031c513eccafe5ed9f258024a98c8faa49f097"}}