{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2016:ATTJRELMQZKZS3K5JQYA7VRVII","short_pith_number":"pith:ATTJRELM","canonical_record":{"source":{"id":"1606.08075","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-06-26T19:39:12Z","cross_cats_sorted":[],"title_canon_sha256":"4c85b7a7ded756f121cc28742c4e20140821ea2718a42a02d7c32b71d7d80093","abstract_canon_sha256":"e55ff042d076373b3b5fb66fd888e460d3291243faf00b4b6efa3be25df7e6b4"},"schema_version":"1.0"},"canonical_sha256":"04e698916c8655996d5d4c300fd635421ae4a7b1fa6eaa10021e53665b9fba57","source":{"kind":"arxiv","id":"1606.08075","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1606.08075","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"arxiv_version","alias_value":"1606.08075v3","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1606.08075","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"pith_short_12","alias_value":"ATTJRELMQZKZ","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_16","alias_value":"ATTJRELMQZKZS3K5","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_8","alias_value":"ATTJRELM","created_at":"2026-05-18T12:30:07Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2016:ATTJRELMQZKZS3K5JQYA7VRVII","target":"record","payload":{"canonical_record":{"source":{"id":"1606.08075","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-06-26T19:39:12Z","cross_cats_sorted":[],"title_canon_sha256":"4c85b7a7ded756f121cc28742c4e20140821ea2718a42a02d7c32b71d7d80093","abstract_canon_sha256":"e55ff042d076373b3b5fb66fd888e460d3291243faf00b4b6efa3be25df7e6b4"},"schema_version":"1.0"},"canonical_sha256":"04e698916c8655996d5d4c300fd635421ae4a7b1fa6eaa10021e53665b9fba57","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:01:44.398073Z","signature_b64":"ooPyO6RbBfPWTgfuX8ioIx/kUDC6p4G5MU7ZFskeR08w3fTO46FPrN70fh4SxmLeTwl7lP2N+KYFAV/5mtnNBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"04e698916c8655996d5d4c300fd635421ae4a7b1fa6eaa10021e53665b9fba57","last_reissued_at":"2026-05-18T01:01:44.397432Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:01:44.397432Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1606.08075","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:01:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iGjD/YMS9lKKziBZWc2Y3bkeUcpDj85OcuHilhstUEcngvLw8YXDkrW62IQDg42Kij5VLP2adOutFYfjr5vCAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-25T03:31:55.069791Z"},"content_sha256":"18e6def3a007b9493f8f5b316388364e62522aa7b52917adc56ab688f5abe522","schema_version":"1.0","event_id":"sha256:18e6def3a007b9493f8f5b316388364e62522aa7b52917adc56ab688f5abe522"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2016:ATTJRELMQZKZS3K5JQYA7VRVII","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CY","authors_text":"J. Marc Overhage, Markus Bundschus, Peter A. Fasching, Shahrooz Rabizadeh, Shipeng Yu, Volker Tresp","submitted_at":"2016-06-26T19:39:12Z","abstract_excerpt":"We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic changes in the way healthcare will be organized in the future. We discuss the recent political initiatives designed to shift care delivery processes from paper to electronic, with the goals of more effective treatments with better outcomes; cost pressure is a major driver of innovation. We describe newly developed networks of healthcare providers, research organizations and commercial vendors to jointly analyze data f"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1606.08075","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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":"2026-05-18T01:01:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/89CcIMXD2It/3yv0QcE8b6N0h6NtpqY5zROMVlWBXmalCkUQW4JsoiuUJL87DGOlvXJiDyv7/KCOZ1lp2c2CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-25T03:31:55.070156Z"},"content_sha256":"c7079bbbfd382fb8eb5a26b3573579569b011ea146c8b3ae51e93dd29aa46361","schema_version":"1.0","event_id":"sha256:c7079bbbfd382fb8eb5a26b3573579569b011ea146c8b3ae51e93dd29aa46361"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ATTJRELMQZKZS3K5JQYA7VRVII/bundle.json","state_url":"https://pith.science/pith/ATTJRELMQZKZS3K5JQYA7VRVII/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ATTJRELMQZKZS3K5JQYA7VRVII/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":"2026-05-25T03:31:55Z","links":{"resolver":"https://pith.science/pith/ATTJRELMQZKZS3K5JQYA7VRVII","bundle":"https://pith.science/pith/ATTJRELMQZKZS3K5JQYA7VRVII/bundle.json","state":"https://pith.science/pith/ATTJRELMQZKZS3K5JQYA7VRVII/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ATTJRELMQZKZS3K5JQYA7VRVII/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:ATTJRELMQZKZS3K5JQYA7VRVII","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":"e55ff042d076373b3b5fb66fd888e460d3291243faf00b4b6efa3be25df7e6b4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-06-26T19:39:12Z","title_canon_sha256":"4c85b7a7ded756f121cc28742c4e20140821ea2718a42a02d7c32b71d7d80093"},"schema_version":"1.0","source":{"id":"1606.08075","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1606.08075","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"arxiv_version","alias_value":"1606.08075v3","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1606.08075","created_at":"2026-05-18T01:01:44Z"},{"alias_kind":"pith_short_12","alias_value":"ATTJRELMQZKZ","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_16","alias_value":"ATTJRELMQZKZS3K5","created_at":"2026-05-18T12:30:07Z"},{"alias_kind":"pith_short_8","alias_value":"ATTJRELM","created_at":"2026-05-18T12:30:07Z"}],"graph_snapshots":[{"event_id":"sha256:c7079bbbfd382fb8eb5a26b3573579569b011ea146c8b3ae51e93dd29aa46361","target":"graph","created_at":"2026-05-18T01:01:44Z","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"},"paper":{"abstract_excerpt":"We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic changes in the way healthcare will be organized in the future. We discuss the recent political initiatives designed to shift care delivery processes from paper to electronic, with the goals of more effective treatments with better outcomes; cost pressure is a major driver of innovation. We describe newly developed networks of healthcare providers, research organizations and commercial vendors to jointly analyze data f","authors_text":"J. Marc Overhage, Markus Bundschus, Peter A. Fasching, Shahrooz Rabizadeh, Shipeng Yu, Volker Tresp","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-06-26T19:39:12Z","title":"Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1606.08075","kind":"arxiv","version":3},"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":"sha256:18e6def3a007b9493f8f5b316388364e62522aa7b52917adc56ab688f5abe522","target":"record","created_at":"2026-05-18T01:01:44Z","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":"e55ff042d076373b3b5fb66fd888e460d3291243faf00b4b6efa3be25df7e6b4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2016-06-26T19:39:12Z","title_canon_sha256":"4c85b7a7ded756f121cc28742c4e20140821ea2718a42a02d7c32b71d7d80093"},"schema_version":"1.0","source":{"id":"1606.08075","kind":"arxiv","version":3}},"canonical_sha256":"04e698916c8655996d5d4c300fd635421ae4a7b1fa6eaa10021e53665b9fba57","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"04e698916c8655996d5d4c300fd635421ae4a7b1fa6eaa10021e53665b9fba57","first_computed_at":"2026-05-18T01:01:44.397432Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:01:44.397432Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ooPyO6RbBfPWTgfuX8ioIx/kUDC6p4G5MU7ZFskeR08w3fTO46FPrN70fh4SxmLeTwl7lP2N+KYFAV/5mtnNBA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:01:44.398073Z","signed_message":"canonical_sha256_bytes"},"source_id":"1606.08075","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18e6def3a007b9493f8f5b316388364e62522aa7b52917adc56ab688f5abe522","sha256:c7079bbbfd382fb8eb5a26b3573579569b011ea146c8b3ae51e93dd29aa46361"],"state_sha256":"531077c31e8b4b63bc0063ed72866258f34a6163cbc73de0363510e87de650e4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eQRDyxLvypyeq2LZ/SY+sw1h755Hf/EVGDxuuwmnnq81JhVot/TvALsY2Vy7PJn/yvVJmLnh6+jza82AIoHjCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-25T03:31:55.072890Z","bundle_sha256":"1140a43b13f4c1aa233f76a9159ed203bf47e9ecc0e72049968b76d8fc86aaa1"}}