{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:7PWDXU2BXFI7BXTHHCOZIUDHI7","short_pith_number":"pith:7PWDXU2B","canonical_record":{"source":{"id":"2608.12035","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-12T13:19:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9716df48339d1e4473da33516657d8cd4f2bc33f0ba9abc40a977722a16dbe89","abstract_canon_sha256":"04b66654c38aa1f9044b911bfc39ffbc8a042452e2dd7a81405d288d8f8edd67"},"schema_version":"1.0"},"canonical_sha256":"fbec3bd341b951f0de67389d94506747ee3c604154655153f9061bc1f7fbd0bd","source":{"kind":"arxiv","id":"2608.12035","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.12035","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"arxiv_version","alias_value":"2608.12035v1","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.12035","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_12","alias_value":"7PWDXU2BXFI7","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_16","alias_value":"7PWDXU2BXFI7BXTH","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_8","alias_value":"7PWDXU2B","created_at":"2026-08-13T01:29:18Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:7PWDXU2BXFI7BXTHHCOZIUDHI7","target":"record","payload":{"canonical_record":{"source":{"id":"2608.12035","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-12T13:19:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9716df48339d1e4473da33516657d8cd4f2bc33f0ba9abc40a977722a16dbe89","abstract_canon_sha256":"04b66654c38aa1f9044b911bfc39ffbc8a042452e2dd7a81405d288d8f8edd67"},"schema_version":"1.0"},"canonical_sha256":"fbec3bd341b951f0de67389d94506747ee3c604154655153f9061bc1f7fbd0bd","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-13T01:29:18.659899Z","signature_b64":"PX/Z+vXbqqwWrs+frXexi8UzqOobjeZ0KwVl8z+3n2pyRrlgTybGV68Z2OZWbOzgXqvD2WzJZesK+xvI+nIFCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fbec3bd341b951f0de67389d94506747ee3c604154655153f9061bc1f7fbd0bd","last_reissued_at":"2026-08-13T01:29:18.657881Z","signature_status":"signed_v1","first_computed_at":"2026-08-13T01:29:18.657881Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.12035","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":"2026-08-13T01:29:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"mOI1lgQRDd+XpPkBKxTJY8yExtAluf3qJv4ktAuJqD8YYyFJ7eSYABr5B0t1R2AJ2em0ByzgIwJBiMzsHtbWDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T05:09:47.777972Z"},"content_sha256":"c06104b56930057874fcf444c16809dbe68cecf987d1d0ce9948b45ca41e52c8","schema_version":"1.0","event_id":"sha256:c06104b56930057874fcf444c16809dbe68cecf987d1d0ce9948b45ca41e52c8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:7PWDXU2BXFI7BXTHHCOZIUDHI7","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"How Far from Clinical Deployment? Evaluating the Complete Unsupervised Domain Adaptation Pipeline in Medical Imaging","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Daniel Santak Wolf, Heiko Hillenhagen, Luisa Gall\\'ee, Michael G\\\"otz, Yiheng Xiong","submitted_at":"2026-08-12T13:19:14Z","abstract_excerpt":"Deploying unsupervised domain adaptation (UDA) in clinical practice requires choosing which algorithm to use and which of its trained models to ship. However, the deployment (target) domain is unlabeled, so models cannot be evaluated directly on it, leaving it unclear which to select. We address this by evaluating the complete UDA pipeline, considering both adaptation and label-free selection together. Our study covers eleven clinically relevant cross-domain scenarios from nine medical imaging datasets, with ten UDA algorithms and 13 label-free selection methods (validators), evaluating over 8"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.12035","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/2608.12035/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":"2026-08-13T01:29:18Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BLXxY2+DDmCf4OnT5RneajNta9mhh7U629aOc84sdXhLI8nUJ/jCxnrH+Hfn/++FUvLwlGiq8jJ6s6H7fddhBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T05:09:47.778593Z"},"content_sha256":"66781235b0c7f0c22e500740f2b552c26f4ad690e130b1a60875867a8bde84b5","schema_version":"1.0","event_id":"sha256:66781235b0c7f0c22e500740f2b552c26f4ad690e130b1a60875867a8bde84b5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/bundle.json","state_url":"https://pith.science/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/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":"2026-08-16T05:09:47Z","links":{"resolver":"https://pith.science/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7","bundle":"https://pith.science/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/bundle.json","state":"https://pith.science/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7PWDXU2BXFI7BXTHHCOZIUDHI7/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:7PWDXU2BXFI7BXTHHCOZIUDHI7","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":"04b66654c38aa1f9044b911bfc39ffbc8a042452e2dd7a81405d288d8f8edd67","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-12T13:19:14Z","title_canon_sha256":"9716df48339d1e4473da33516657d8cd4f2bc33f0ba9abc40a977722a16dbe89"},"schema_version":"1.0","source":{"id":"2608.12035","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.12035","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"arxiv_version","alias_value":"2608.12035v1","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.12035","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_12","alias_value":"7PWDXU2BXFI7","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_16","alias_value":"7PWDXU2BXFI7BXTH","created_at":"2026-08-13T01:29:18Z"},{"alias_kind":"pith_short_8","alias_value":"7PWDXU2B","created_at":"2026-08-13T01:29:18Z"}],"graph_snapshots":[{"event_id":"sha256:66781235b0c7f0c22e500740f2b552c26f4ad690e130b1a60875867a8bde84b5","target":"graph","created_at":"2026-08-13T01:29:18Z","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/2608.12035/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Deploying unsupervised domain adaptation (UDA) in clinical practice requires choosing which algorithm to use and which of its trained models to ship. However, the deployment (target) domain is unlabeled, so models cannot be evaluated directly on it, leaving it unclear which to select. We address this by evaluating the complete UDA pipeline, considering both adaptation and label-free selection together. Our study covers eleven clinically relevant cross-domain scenarios from nine medical imaging datasets, with ten UDA algorithms and 13 label-free selection methods (validators), evaluating over 8","authors_text":"Daniel Santak Wolf, Heiko Hillenhagen, Luisa Gall\\'ee, Michael G\\\"otz, Yiheng Xiong","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-12T13:19:14Z","title":"How Far from Clinical Deployment? Evaluating the Complete Unsupervised Domain Adaptation Pipeline in Medical Imaging"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.12035","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:c06104b56930057874fcf444c16809dbe68cecf987d1d0ce9948b45ca41e52c8","target":"record","created_at":"2026-08-13T01:29:18Z","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":"04b66654c38aa1f9044b911bfc39ffbc8a042452e2dd7a81405d288d8f8edd67","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-12T13:19:14Z","title_canon_sha256":"9716df48339d1e4473da33516657d8cd4f2bc33f0ba9abc40a977722a16dbe89"},"schema_version":"1.0","source":{"id":"2608.12035","kind":"arxiv","version":1}},"canonical_sha256":"fbec3bd341b951f0de67389d94506747ee3c604154655153f9061bc1f7fbd0bd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fbec3bd341b951f0de67389d94506747ee3c604154655153f9061bc1f7fbd0bd","first_computed_at":"2026-08-13T01:29:18.657881Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-13T01:29:18.657881Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PX/Z+vXbqqwWrs+frXexi8UzqOobjeZ0KwVl8z+3n2pyRrlgTybGV68Z2OZWbOzgXqvD2WzJZesK+xvI+nIFCQ==","signature_status":"signed_v1","signed_at":"2026-08-13T01:29:18.659899Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.12035","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c06104b56930057874fcf444c16809dbe68cecf987d1d0ce9948b45ca41e52c8","sha256:66781235b0c7f0c22e500740f2b552c26f4ad690e130b1a60875867a8bde84b5"],"state_sha256":"5c50b4b7f0e1e0f713c51cff5b517ad071515fd7c03d2ce10678563c920ffb84"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"T4Ulzsmj1rZsu5mkQEBJk61qEwIq0Hg/Lx9h0ow7CJUpQi2ndYc7L1BJZMkLgQ0KZetzomnooY+N6SH4qcAVAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T05:09:47.784037Z","bundle_sha256":"501b4ece21b34dc37e8fd7221b53810190a56d02cdb243f1b3adb6a9f0d8329d"}}