{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:7QGIQWPXCPCTI5TJ5A6Z3TWMNL","short_pith_number":"pith:7QGIQWPX","canonical_record":{"source":{"id":"2310.17811","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-26T23:06:38Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"c4d98e488c956ccd17763651c521aa67a5677d2a4e92c225e8a04ae9568324a2","abstract_canon_sha256":"32742b45d9a421980838bd59710678055448e0c61c7843aa633a11de0dbdd063"},"schema_version":"1.0"},"canonical_sha256":"fc0c8859f713c5347669e83d9dcecc6af4b8c657e8c21166203391777df6b228","source":{"kind":"arxiv","id":"2310.17811","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17811","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17811v2","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17811","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_12","alias_value":"7QGIQWPXCPCT","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_16","alias_value":"7QGIQWPXCPCTI5TJ","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_8","alias_value":"7QGIQWPX","created_at":"2026-07-05T07:07:18Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:7QGIQWPXCPCTI5TJ5A6Z3TWMNL","target":"record","payload":{"canonical_record":{"source":{"id":"2310.17811","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-26T23:06:38Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"c4d98e488c956ccd17763651c521aa67a5677d2a4e92c225e8a04ae9568324a2","abstract_canon_sha256":"32742b45d9a421980838bd59710678055448e0c61c7843aa633a11de0dbdd063"},"schema_version":"1.0"},"canonical_sha256":"fc0c8859f713c5347669e83d9dcecc6af4b8c657e8c21166203391777df6b228","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:07:18.625039Z","signature_b64":"FMzzAh40VF2gkphgp6D8wWBn9r2JggqChTU4yWmCr3JdM22/+Y0rpvYPYZyPmK00bz6YPHGKuOUDi4SDDiWGCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fc0c8859f713c5347669e83d9dcecc6af4b8c657e8c21166203391777df6b228","last_reissued_at":"2026-07-05T07:07:18.624551Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:07:18.624551Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2310.17811","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":"2026-07-05T07:07:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QgirdbNyyZlFEadhHqnPdvbEIvcHaOzizWCG644r/RwcTDTOJhvIAv3LXWOh9QLebvwekeD92nKQbM1Ea8hfCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T12:09:16.268531Z"},"content_sha256":"56eca6ad4e9236f192de841d71a7da04a9a1fa44e193a6ae24eef3736cc073b4","schema_version":"1.0","event_id":"sha256:56eca6ad4e9236f192de841d71a7da04a9a1fa44e193a6ae24eef3736cc073b4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:7QGIQWPXCPCTI5TJ5A6Z3TWMNL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Agustina Saenz, Benjamin Yan, Chloe P. O'Connell, David E. Kuo, Eduardo Pontes Reis, Michael Moor, Pranav Rajpurkar, Ruochen Liu, Stephen Kwak, Subathra Adithan, Vasantha Kumar Venugopal","submitted_at":"2023-10-26T23:06:38Z","abstract_excerpt":"Automatically generated reports from medical images promise to improve the workflow of radiologists. Existing methods consider an image-to-report modeling task by directly generating a fully-fledged report from an image. However, this conflates the content of the report (e.g., findings and their attributes) with its style (e.g., format and choice of words), which can lead to clinically inaccurate reports. To address this, we propose a two-step approach for radiology report generation. First, we extract the content from an image; then, we verbalize the extracted content into a report that match"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17811","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/2310.17811/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":"2026-07-05T07:07:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kZiFZE7uHHAXxse8/00Fo7ktQzznRwLk6O6du/BD653Xq/JRlP1jfeE6QnYpu1vMk9l1gcWwInpL+ynbr/zcAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T12:09:16.269082Z"},"content_sha256":"f24f66c146a9463be50e81c1ad8d1f7dcddc9f64db2d87c10fa86ead6ac1bce1","schema_version":"1.0","event_id":"sha256:f24f66c146a9463be50e81c1ad8d1f7dcddc9f64db2d87c10fa86ead6ac1bce1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/bundle.json","state_url":"https://pith.science/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/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":"2026-08-04T12:09:16Z","links":{"resolver":"https://pith.science/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL","bundle":"https://pith.science/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/bundle.json","state":"https://pith.science/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7QGIQWPXCPCTI5TJ5A6Z3TWMNL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:7QGIQWPXCPCTI5TJ5A6Z3TWMNL","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":"32742b45d9a421980838bd59710678055448e0c61c7843aa633a11de0dbdd063","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-26T23:06:38Z","title_canon_sha256":"c4d98e488c956ccd17763651c521aa67a5677d2a4e92c225e8a04ae9568324a2"},"schema_version":"1.0","source":{"id":"2310.17811","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.17811","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"arxiv_version","alias_value":"2310.17811v2","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.17811","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_12","alias_value":"7QGIQWPXCPCT","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_16","alias_value":"7QGIQWPXCPCTI5TJ","created_at":"2026-07-05T07:07:18Z"},{"alias_kind":"pith_short_8","alias_value":"7QGIQWPX","created_at":"2026-07-05T07:07:18Z"}],"graph_snapshots":[{"event_id":"sha256:f24f66c146a9463be50e81c1ad8d1f7dcddc9f64db2d87c10fa86ead6ac1bce1","target":"graph","created_at":"2026-07-05T07:07:18Z","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/2310.17811/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Automatically generated reports from medical images promise to improve the workflow of radiologists. Existing methods consider an image-to-report modeling task by directly generating a fully-fledged report from an image. However, this conflates the content of the report (e.g., findings and their attributes) with its style (e.g., format and choice of words), which can lead to clinically inaccurate reports. To address this, we propose a two-step approach for radiology report generation. First, we extract the content from an image; then, we verbalize the extracted content into a report that match","authors_text":"Agustina Saenz, Benjamin Yan, Chloe P. O'Connell, David E. Kuo, Eduardo Pontes Reis, Michael Moor, Pranav Rajpurkar, Ruochen Liu, Stephen Kwak, Subathra Adithan, Vasantha Kumar Venugopal","cross_cats":["cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-26T23:06:38Z","title":"Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.17811","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":"sha256:56eca6ad4e9236f192de841d71a7da04a9a1fa44e193a6ae24eef3736cc073b4","target":"record","created_at":"2026-07-05T07:07:18Z","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":"32742b45d9a421980838bd59710678055448e0c61c7843aa633a11de0dbdd063","cross_cats_sorted":["cs.CL"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-26T23:06:38Z","title_canon_sha256":"c4d98e488c956ccd17763651c521aa67a5677d2a4e92c225e8a04ae9568324a2"},"schema_version":"1.0","source":{"id":"2310.17811","kind":"arxiv","version":2}},"canonical_sha256":"fc0c8859f713c5347669e83d9dcecc6af4b8c657e8c21166203391777df6b228","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fc0c8859f713c5347669e83d9dcecc6af4b8c657e8c21166203391777df6b228","first_computed_at":"2026-07-05T07:07:18.624551Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:07:18.624551Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"FMzzAh40VF2gkphgp6D8wWBn9r2JggqChTU4yWmCr3JdM22/+Y0rpvYPYZyPmK00bz6YPHGKuOUDi4SDDiWGCA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:07:18.625039Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.17811","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:56eca6ad4e9236f192de841d71a7da04a9a1fa44e193a6ae24eef3736cc073b4","sha256:f24f66c146a9463be50e81c1ad8d1f7dcddc9f64db2d87c10fa86ead6ac1bce1"],"state_sha256":"f2ba4a57bdb348a508b0a4a98db03ae3d8db52f7be408e6894e34e14b0d7b46d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rc7wD9osXwWNUBcfB8VFaRyy4KZdN3y6W0+qWIKvEhnM03bYCFVamaWqhxPaC1HYlMqQ3ZtX3nGyo1Qj3oi5AA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T12:09:16.273167Z","bundle_sha256":"daba2261d976b461364796dc066c64cd0758d721ea5903aaaa49bc8d96055972"}}