{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XH3KANGKPI2BCWIEPRF4LTNBVW","short_pith_number":"pith:XH3KANGK","schema_version":"1.0","canonical_sha256":"b9f6a034ca7a341159047c4bc5cda1adb36dbb944e724f59cc105505d0551ca4","source":{"kind":"arxiv","id":"2608.10505","version":1},"attestation_state":"computed","paper":{"title":"RadFusion: Towards Threshold-Controllable Radiology Report Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CL","cs.CV"],"primary_cat":"cs.AI","authors_text":"Dinei Florencio, Eric Horvitz, John Corring, Mu Wei, Noel C. F. Codella, Ying Jin","submitted_at":"2026-08-11T05:23:48Z","abstract_excerpt":"Automated radiology report generation is advancing rapidly in response to the shortage of radiologists, yet unlike a perception model, existing generation models offer no control over the sensitivity-specificity trade-off of their diagnostic content. Such control is essential because clinical scenarios diverge: emergency triage prioritizes sensitivity to reduce missed findings, whereas confirmatory interpretation emphasizes specificity to limit unnecessary interventions. A single fixed report can neither adapt to these scenarios nor support the ROC-based validation widely expected for regulato"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2608.10505","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2026-08-11T05:23:48Z","cross_cats_sorted":["cs.CL","cs.CV"],"title_canon_sha256":"4ff13fb90554e6e7c002028f5f656f2065a5f16fff97ec5c5b18e39597bc69e1","abstract_canon_sha256":"bfb8b4e3f9598f6350fb4eab02e0c8685bdf1aecca533d341c729a4ce85ff761"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-12T01:22:37.631044Z","signature_b64":"ML9T+jxjFnAkCa/6uYKKFhHlq3UllJVhojOX9i6/qCrhuARHP+6wgyq+jNszKvDym9ob2wAe95v6OHk3bHWwDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b9f6a034ca7a341159047c4bc5cda1adb36dbb944e724f59cc105505d0551ca4","last_reissued_at":"2026-08-12T01:22:37.629484Z","signature_status":"signed_v1","first_computed_at":"2026-08-12T01:22:37.629484Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"RadFusion: Towards Threshold-Controllable Radiology Report Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.CL","cs.CV"],"primary_cat":"cs.AI","authors_text":"Dinei Florencio, Eric Horvitz, John Corring, Mu Wei, Noel C. F. Codella, Ying Jin","submitted_at":"2026-08-11T05:23:48Z","abstract_excerpt":"Automated radiology report generation is advancing rapidly in response to the shortage of radiologists, yet unlike a perception model, existing generation models offer no control over the sensitivity-specificity trade-off of their diagnostic content. Such control is essential because clinical scenarios diverge: emergency triage prioritizes sensitivity to reduce missed findings, whereas confirmatory interpretation emphasizes specificity to limit unnecessary interventions. A single fixed report can neither adapt to these scenarios nor support the ROC-based validation widely expected for regulato"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.10505","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/2608.10505/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2608.10505","created_at":"2026-08-12T01:22:37.633229+00:00"},{"alias_kind":"arxiv_version","alias_value":"2608.10505v1","created_at":"2026-08-12T01:22:37.633229+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.10505","created_at":"2026-08-12T01:22:37.633229+00:00"},{"alias_kind":"pith_short_12","alias_value":"XH3KANGKPI2B","created_at":"2026-08-12T01:22:37.633229+00:00"},{"alias_kind":"pith_short_16","alias_value":"XH3KANGKPI2BCWIE","created_at":"2026-08-12T01:22:37.633229+00:00"},{"alias_kind":"pith_short_8","alias_value":"XH3KANGK","created_at":"2026-08-12T01:22:37.633229+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW","json":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW.json","graph_json":"https://pith.science/api/pith-number/XH3KANGKPI2BCWIEPRF4LTNBVW/graph.json","events_json":"https://pith.science/api/pith-number/XH3KANGKPI2BCWIEPRF4LTNBVW/events.json","paper":"https://pith.science/paper/XH3KANGK"},"agent_actions":{"view_html":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW","download_json":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW.json","view_paper":"https://pith.science/paper/XH3KANGK","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2608.10505&json=true","fetch_graph":"https://pith.science/api/pith-number/XH3KANGKPI2BCWIEPRF4LTNBVW/graph.json","fetch_events":"https://pith.science/api/pith-number/XH3KANGKPI2BCWIEPRF4LTNBVW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW/action/storage_attestation","attest_author":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW/action/author_attestation","sign_citation":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW/action/citation_signature","submit_replication":"https://pith.science/pith/XH3KANGKPI2BCWIEPRF4LTNBVW/action/replication_record"}},"created_at":"2026-08-12T01:22:37.633229+00:00","updated_at":"2026-08-12T01:22:37.633229+00:00"}