{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:R2EWLFBW473LCXHXSGTQL3QTUC","short_pith_number":"pith:R2EWLFBW","canonical_record":{"source":{"id":"2503.08814","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-11T18:49:43Z","cross_cats_sorted":[],"title_canon_sha256":"39849bc1f961ac90f427482255b4a632f5a57d5a4609b5461a8fa8e93fe10f75","abstract_canon_sha256":"781499fa8de5695d2719f0498eda0e9fdbbe6a019feb526177567bed3827746d"},"schema_version":"1.0"},"canonical_sha256":"8e89659436e7f6b15cf791a705ee13a0a6eb6a9d15ecc9cac57c4495dbca7837","source":{"kind":"arxiv","id":"2503.08814","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.08814","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"arxiv_version","alias_value":"2503.08814v1","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.08814","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_12","alias_value":"R2EWLFBW473L","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_16","alias_value":"R2EWLFBW473LCXHX","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_8","alias_value":"R2EWLFBW","created_at":"2026-07-05T10:29:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:R2EWLFBW473LCXHXSGTQL3QTUC","target":"record","payload":{"canonical_record":{"source":{"id":"2503.08814","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-11T18:49:43Z","cross_cats_sorted":[],"title_canon_sha256":"39849bc1f961ac90f427482255b4a632f5a57d5a4609b5461a8fa8e93fe10f75","abstract_canon_sha256":"781499fa8de5695d2719f0498eda0e9fdbbe6a019feb526177567bed3827746d"},"schema_version":"1.0"},"canonical_sha256":"8e89659436e7f6b15cf791a705ee13a0a6eb6a9d15ecc9cac57c4495dbca7837","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:29:41.591091Z","signature_b64":"RJZVZdRBzgg3k4vYQ0UVKY82QXrDjZLWHL8KQnkA+8KTHSkjTr21gyy9w30CbA1ICweD6Jm/wTNhhy1V9hBMAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8e89659436e7f6b15cf791a705ee13a0a6eb6a9d15ecc9cac57c4495dbca7837","last_reissued_at":"2026-07-05T10:29:41.590533Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:29:41.590533Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.08814","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":"2026-07-05T10:29:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JUjguwC9W99teqDHJaENOEKiZ+u1pI+MLcIFKMC1qJQzXHNBACRToPSgxGYpJgROBJfE5o8Lswm8IIhqpbq2Ag==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T08:31:17.879581Z"},"content_sha256":"05093bd340c71771317a9d39d6327fd09f070b732aeff50a2ce70b7b300b6ea7","schema_version":"1.0","event_id":"sha256:05093bd340c71771317a9d39d6327fd09f070b732aeff50a2ce70b7b300b6ea7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:R2EWLFBW473LCXHXSGTQL3QTUC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Andrea E. Davidson, Ayush K. Patel, Azra Bihorac, Jessica M. Ray, Parisa Rashidi, Yulia Strekalova Levites","submitted_at":"2025-03-11T18:49:43Z","abstract_excerpt":"This study reports the findings of qualitative interview sessions conducted with ICU clinicians for the co-design of a system user interface of an artificial intelligence (AI)-driven clinical decision support (CDS) system. This system integrates medical record data with wearable sensor, video, and environmental data into a real-time dynamic model that quantifies patients' risk of clinical decompensation and risk of developing delirium, providing actionable alerts to augment clinical decision-making in the ICU setting. Co-design sessions were conducted as semi-structured focus groups and interv"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.08814","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/2503.08814/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":"2026-07-05T10:29:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f+WoTSVOL7sXJks5ssk3kfq7q/gkPy3aG6lg4SPcbRIeWG8ttTGVXNIGOwfO33akbRfAT5TQ5WOFBY0yeeKBCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T08:31:17.879952Z"},"content_sha256":"7e13045c94cdf893e39496466cae96b9a175b71a3e4c8bd2933cbd138fb49d0a","schema_version":"1.0","event_id":"sha256:7e13045c94cdf893e39496466cae96b9a175b71a3e4c8bd2933cbd138fb49d0a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/R2EWLFBW473LCXHXSGTQL3QTUC/bundle.json","state_url":"https://pith.science/pith/R2EWLFBW473LCXHXSGTQL3QTUC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/R2EWLFBW473LCXHXSGTQL3QTUC/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":"2026-07-06T08:31:17Z","links":{"resolver":"https://pith.science/pith/R2EWLFBW473LCXHXSGTQL3QTUC","bundle":"https://pith.science/pith/R2EWLFBW473LCXHXSGTQL3QTUC/bundle.json","state":"https://pith.science/pith/R2EWLFBW473LCXHXSGTQL3QTUC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/R2EWLFBW473LCXHXSGTQL3QTUC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:R2EWLFBW473LCXHXSGTQL3QTUC","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":"781499fa8de5695d2719f0498eda0e9fdbbe6a019feb526177567bed3827746d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-11T18:49:43Z","title_canon_sha256":"39849bc1f961ac90f427482255b4a632f5a57d5a4609b5461a8fa8e93fe10f75"},"schema_version":"1.0","source":{"id":"2503.08814","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.08814","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"arxiv_version","alias_value":"2503.08814v1","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.08814","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_12","alias_value":"R2EWLFBW473L","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_16","alias_value":"R2EWLFBW473LCXHX","created_at":"2026-07-05T10:29:41Z"},{"alias_kind":"pith_short_8","alias_value":"R2EWLFBW","created_at":"2026-07-05T10:29:41Z"}],"graph_snapshots":[{"event_id":"sha256:7e13045c94cdf893e39496466cae96b9a175b71a3e4c8bd2933cbd138fb49d0a","target":"graph","created_at":"2026-07-05T10:29:41Z","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/2503.08814/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study reports the findings of qualitative interview sessions conducted with ICU clinicians for the co-design of a system user interface of an artificial intelligence (AI)-driven clinical decision support (CDS) system. This system integrates medical record data with wearable sensor, video, and environmental data into a real-time dynamic model that quantifies patients' risk of clinical decompensation and risk of developing delirium, providing actionable alerts to augment clinical decision-making in the ICU setting. Co-design sessions were conducted as semi-structured focus groups and interv","authors_text":"Andrea E. Davidson, Ayush K. Patel, Azra Bihorac, Jessica M. Ray, Parisa Rashidi, Yulia Strekalova Levites","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-11T18:49:43Z","title":"An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.08814","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":"sha256:05093bd340c71771317a9d39d6327fd09f070b732aeff50a2ce70b7b300b6ea7","target":"record","created_at":"2026-07-05T10:29:41Z","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":"781499fa8de5695d2719f0498eda0e9fdbbe6a019feb526177567bed3827746d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-11T18:49:43Z","title_canon_sha256":"39849bc1f961ac90f427482255b4a632f5a57d5a4609b5461a8fa8e93fe10f75"},"schema_version":"1.0","source":{"id":"2503.08814","kind":"arxiv","version":1}},"canonical_sha256":"8e89659436e7f6b15cf791a705ee13a0a6eb6a9d15ecc9cac57c4495dbca7837","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8e89659436e7f6b15cf791a705ee13a0a6eb6a9d15ecc9cac57c4495dbca7837","first_computed_at":"2026-07-05T10:29:41.590533Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:29:41.590533Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RJZVZdRBzgg3k4vYQ0UVKY82QXrDjZLWHL8KQnkA+8KTHSkjTr21gyy9w30CbA1ICweD6Jm/wTNhhy1V9hBMAw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:29:41.591091Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.08814","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:05093bd340c71771317a9d39d6327fd09f070b732aeff50a2ce70b7b300b6ea7","sha256:7e13045c94cdf893e39496466cae96b9a175b71a3e4c8bd2933cbd138fb49d0a"],"state_sha256":"3eb7a2059512d81050122833859da4aa4f355bbaa92e57430f2a60c2a45291b8"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5ImZvJlt/5GHJ9yVbKDAXLovn8EykSJSsvmqsaaXiRMJNopcRBoSlseRhxLJ7feRBXg1eCRudpFO0AG8i0gPDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T08:31:17.881902Z","bundle_sha256":"47fabcde047d70fa4dd81e7c748f8cbdff5dcb71c86cca25a5405db2e6555275"}}