{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:K33JO7IIQIH32AVXEO37CMY6MD","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":"f3a5e34f38a955911a1f7204cba3c2bd5ce2d48c1c972b5805349d17cc66c9b2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2014-04-14T12:49:00Z","title_canon_sha256":"7088d4da3752bf30ad3b09852461c0d396a20086cace3bc69fb1de83db56c830"},"schema_version":"1.0","source":{"id":"1404.3560","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1404.3560","created_at":"2026-05-18T02:54:14Z"},{"alias_kind":"arxiv_version","alias_value":"1404.3560v1","created_at":"2026-05-18T02:54:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1404.3560","created_at":"2026-05-18T02:54:14Z"},{"alias_kind":"pith_short_12","alias_value":"K33JO7IIQIH3","created_at":"2026-05-18T12:28:35Z"},{"alias_kind":"pith_short_16","alias_value":"K33JO7IIQIH32AVX","created_at":"2026-05-18T12:28:35Z"},{"alias_kind":"pith_short_8","alias_value":"K33JO7II","created_at":"2026-05-18T12:28:35Z"}],"graph_snapshots":[{"event_id":"sha256:7b0827b67f0fd7fa351e6bbd97d87dda2656e1825ae9aa1707ab41aef791ef12","target":"graph","created_at":"2026-05-18T02:54:14Z","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":"A number of statistical models have been successfully developed for the analysis of high-throughput data from a single source, but few methods are available for integrating data from different sources. Here we focus on integrating gene expression levels with comparative genomic hybridization (CGH) array measurements collected on the same subjects. We specify a measurement error model that relates the gene expression levels to latent copy number states which, in turn, are related to the observed surrogate CGH measurements via a hidden Markov model. We employ selection priors that exploit the de","authors_text":"Alberto Cassese, Francesco Falciani, Mahlet G. Tadesse, Marina Vannucci, Michele Guindani","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2014-04-14T12:49:00Z","title":"A hierarchical Bayesian model for inference of copy number variants and their association to gene expression"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1404.3560","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":"sha256:89162d902163d2b82c47dcf808b794b70c3afbcc654ac98ce799c9c507d4b176","target":"record","created_at":"2026-05-18T02:54:14Z","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":"f3a5e34f38a955911a1f7204cba3c2bd5ce2d48c1c972b5805349d17cc66c9b2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2014-04-14T12:49:00Z","title_canon_sha256":"7088d4da3752bf30ad3b09852461c0d396a20086cace3bc69fb1de83db56c830"},"schema_version":"1.0","source":{"id":"1404.3560","kind":"arxiv","version":1}},"canonical_sha256":"56f6977d08820fbd02b723b7f1331e60fff39bae37f8dba46f81f9270fc0584b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"56f6977d08820fbd02b723b7f1331e60fff39bae37f8dba46f81f9270fc0584b","first_computed_at":"2026-05-18T02:54:14.978491Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:54:14.978491Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"R++/ER5qR+1AxSppu4szIBushuA0WeBcvIkOozZBNlgVG6INAgf6nKZE5mealpP8Z+oOBSoL1VDf06lGFtM7DA==","signature_status":"signed_v1","signed_at":"2026-05-18T02:54:14.979058Z","signed_message":"canonical_sha256_bytes"},"source_id":"1404.3560","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:89162d902163d2b82c47dcf808b794b70c3afbcc654ac98ce799c9c507d4b176","sha256:7b0827b67f0fd7fa351e6bbd97d87dda2656e1825ae9aa1707ab41aef791ef12"],"state_sha256":"c75676fea2e89d0a725fdb9558d550d082bc05eb03038a98d7f664e314fc1e47"}