{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:SVJCJH4VNAA4I27B7OZITNLMWC","short_pith_number":"pith:SVJCJH4V","canonical_record":{"source":{"id":"2306.08749","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-14T21:17:31Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"7b2c448968fd69a8831382f7132d2c7c17a3a7e932fb2dafba62771305f16e25","abstract_canon_sha256":"13f730f9bcd1c3471a07377327fd2ffd5bfc2bf9d160df313b58e1db8175f089"},"schema_version":"1.0"},"canonical_sha256":"9552249f956801c46be1fbb289b56cb080f16701f5cf6b978eff8692b0eb9cad","source":{"kind":"arxiv","id":"2306.08749","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.08749","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"arxiv_version","alias_value":"2306.08749v2","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.08749","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_12","alias_value":"SVJCJH4VNAA4","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_16","alias_value":"SVJCJH4VNAA4I27B","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_8","alias_value":"SVJCJH4V","created_at":"2026-07-05T06:59:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:SVJCJH4VNAA4I27B7OZITNLMWC","target":"record","payload":{"canonical_record":{"source":{"id":"2306.08749","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-14T21:17:31Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"7b2c448968fd69a8831382f7132d2c7c17a3a7e932fb2dafba62771305f16e25","abstract_canon_sha256":"13f730f9bcd1c3471a07377327fd2ffd5bfc2bf9d160df313b58e1db8175f089"},"schema_version":"1.0"},"canonical_sha256":"9552249f956801c46be1fbb289b56cb080f16701f5cf6b978eff8692b0eb9cad","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:59:21.475829Z","signature_b64":"QR02gHQ82tV9jciwW+/wNZHOp82ruik2IRAdJuTjIf5Gqa5ppaW3HXxw6WLr0byE2V6djN9cTBYHSkUcXFeqDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9552249f956801c46be1fbb289b56cb080f16701f5cf6b978eff8692b0eb9cad","last_reissued_at":"2026-07-05T06:59:21.475450Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:59:21.475450Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2306.08749","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:59:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"aWS3lxGxOxOz/RmxP1An42RoG0aDnqlIePA+TPvjXNzu1wrIc6VzZoa57zDmrx3ymPTFDO23LrNDh1WYJAIoCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T07:59:34.368595Z"},"content_sha256":"d18dc5c13f3a4b2fa360764c15876cff66635611583f83c48318f8fef6e0d57b","schema_version":"1.0","event_id":"sha256:d18dc5c13f3a4b2fa360764c15876cff66635611583f83c48318f8fef6e0d57b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:SVJCJH4VNAA4I27B7OZITNLMWC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CL","authors_text":"Pritam Mukherjee, Qingqing Zhu, Ronald M. Summers, Tejas Sudharshan Mathai, Yifan Peng, Zhiyong Lu","submitted_at":"2023-06-14T21:17:31Z","abstract_excerpt":"Despite the reduction in turn-around times in radiology reports with the use of speech recognition software, persistent communication errors can significantly impact the interpretation of the radiology report. Pre-filling a radiology report holds promise in mitigating reporting errors, and despite efforts in the literature to generate medical reports, there exists a lack of approaches that exploit the longitudinal nature of patient visit records in the MIMIC-CXR dataset. To address this gap, we propose to use longitudinal multi-modal data, i.e., previous patient visit CXR, current visit CXR, a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.08749","kind":"arxiv","version":2},"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/2306.08749/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":"2026-07-05T06:59:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"azVXEexYBQfegb45+p17GGPponRgQsUb/KF0LuK1S0SfW1LVRG6sZSSigpksR6srlDc4niBH9VDHkhm7RXu+Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T07:59:34.369109Z"},"content_sha256":"69653c314767319afa4b5b91f8fb9ae170927d855795d722a8eeed65e0fac382","schema_version":"1.0","event_id":"sha256:69653c314767319afa4b5b91f8fb9ae170927d855795d722a8eeed65e0fac382"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SVJCJH4VNAA4I27B7OZITNLMWC/bundle.json","state_url":"https://pith.science/pith/SVJCJH4VNAA4I27B7OZITNLMWC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SVJCJH4VNAA4I27B7OZITNLMWC/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":"2026-08-19T07:59:34Z","links":{"resolver":"https://pith.science/pith/SVJCJH4VNAA4I27B7OZITNLMWC","bundle":"https://pith.science/pith/SVJCJH4VNAA4I27B7OZITNLMWC/bundle.json","state":"https://pith.science/pith/SVJCJH4VNAA4I27B7OZITNLMWC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SVJCJH4VNAA4I27B7OZITNLMWC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:SVJCJH4VNAA4I27B7OZITNLMWC","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":"13f730f9bcd1c3471a07377327fd2ffd5bfc2bf9d160df313b58e1db8175f089","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-14T21:17:31Z","title_canon_sha256":"7b2c448968fd69a8831382f7132d2c7c17a3a7e932fb2dafba62771305f16e25"},"schema_version":"1.0","source":{"id":"2306.08749","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.08749","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"arxiv_version","alias_value":"2306.08749v2","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.08749","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_12","alias_value":"SVJCJH4VNAA4","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_16","alias_value":"SVJCJH4VNAA4I27B","created_at":"2026-07-05T06:59:21Z"},{"alias_kind":"pith_short_8","alias_value":"SVJCJH4V","created_at":"2026-07-05T06:59:21Z"}],"graph_snapshots":[{"event_id":"sha256:69653c314767319afa4b5b91f8fb9ae170927d855795d722a8eeed65e0fac382","target":"graph","created_at":"2026-07-05T06:59:21Z","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/2306.08749/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite the reduction in turn-around times in radiology reports with the use of speech recognition software, persistent communication errors can significantly impact the interpretation of the radiology report. Pre-filling a radiology report holds promise in mitigating reporting errors, and despite efforts in the literature to generate medical reports, there exists a lack of approaches that exploit the longitudinal nature of patient visit records in the MIMIC-CXR dataset. To address this gap, we propose to use longitudinal multi-modal data, i.e., previous patient visit CXR, current visit CXR, a","authors_text":"Pritam Mukherjee, Qingqing Zhu, Ronald M. Summers, Tejas Sudharshan Mathai, Yifan Peng, Zhiyong Lu","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-14T21:17:31Z","title":"Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.08749","kind":"arxiv","version":2},"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:d18dc5c13f3a4b2fa360764c15876cff66635611583f83c48318f8fef6e0d57b","target":"record","created_at":"2026-07-05T06:59:21Z","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":"13f730f9bcd1c3471a07377327fd2ffd5bfc2bf9d160df313b58e1db8175f089","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-14T21:17:31Z","title_canon_sha256":"7b2c448968fd69a8831382f7132d2c7c17a3a7e932fb2dafba62771305f16e25"},"schema_version":"1.0","source":{"id":"2306.08749","kind":"arxiv","version":2}},"canonical_sha256":"9552249f956801c46be1fbb289b56cb080f16701f5cf6b978eff8692b0eb9cad","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9552249f956801c46be1fbb289b56cb080f16701f5cf6b978eff8692b0eb9cad","first_computed_at":"2026-07-05T06:59:21.475450Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:59:21.475450Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QR02gHQ82tV9jciwW+/wNZHOp82ruik2IRAdJuTjIf5Gqa5ppaW3HXxw6WLr0byE2V6djN9cTBYHSkUcXFeqDA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:59:21.475829Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.08749","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d18dc5c13f3a4b2fa360764c15876cff66635611583f83c48318f8fef6e0d57b","sha256:69653c314767319afa4b5b91f8fb9ae170927d855795d722a8eeed65e0fac382"],"state_sha256":"a03e9b4767f927e81b00033ca3d4c4bbb7c1e8343ccb16e154c3dfde2930051a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zsiwMW9/6B2UpaekuGSwGyd0lyO1z48CuprA1gshwg4OKU3y5qmznEDb+cjFP9AKMa6lL8SZP0ZkqPpZWHV6Cw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-19T07:59:34.373966Z","bundle_sha256":"6f5ac7d59b054280d5569a8f47abdf98f41ec3bb69d668f99385e7e89bc088ca"}}