{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:BEOA4S5W4WBR34C2BSVXXLWSSO","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":"131627c0357480d0fe9b3eae004b4c221275b476f05c9750bf64e4471515dc51","cross_cats_sorted":["stat.ME"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2015-12-19T10:11:14Z","title_canon_sha256":"94cefb830c6c3a508a2593b2030abac7c8e35c8cf2d80a2365dded0f5e46bf21"},"schema_version":"1.0","source":{"id":"1512.06220","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1512.06220","created_at":"2026-05-18T01:11:25Z"},{"alias_kind":"arxiv_version","alias_value":"1512.06220v2","created_at":"2026-05-18T01:11:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1512.06220","created_at":"2026-05-18T01:11:25Z"},{"alias_kind":"pith_short_12","alias_value":"BEOA4S5W4WBR","created_at":"2026-05-18T12:29:14Z"},{"alias_kind":"pith_short_16","alias_value":"BEOA4S5W4WBR34C2","created_at":"2026-05-18T12:29:14Z"},{"alias_kind":"pith_short_8","alias_value":"BEOA4S5W","created_at":"2026-05-18T12:29:14Z"}],"graph_snapshots":[{"event_id":"sha256:4e56e3482da3ff7d5e7528864064b9563653f6274b9870e454f887e8dcf14620","target":"graph","created_at":"2026-05-18T01:11:25Z","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":"This paper introduces the \\proglang{R} package \\pkg{meta4diag} for implementing Bayesian bivariate meta-analyses of diagnostic test studies. Our package \\pkg{meta4diag} is a purpose-built front end of the \\proglang{R} package \\pkg{INLA}. While \\pkg{INLA} offers full Bayesian inference for the large set of latent Gaussian models using integrated nested Laplace approximations, \\pkg{meta4diag} extracts the features needed for bivariate meta-analysis and presents them in an intuitive way. It allows the user a straightforward model-specification and offers user-specific prior distributions. Further","authors_text":"Andrea Riebler, Jingyi Guo","cross_cats":["stat.ME"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2015-12-19T10:11:14Z","title":"meta4diag: Bayesian Bivariate Meta-analysis of Diagnostic Test Studies for Routine Practice"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1512.06220","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":"sha256:0388960f29a58204c7a7add39b7b90f73af22ee1dafe1ed0c206a655ff14517e","target":"record","created_at":"2026-05-18T01:11:25Z","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":"131627c0357480d0fe9b3eae004b4c221275b476f05c9750bf64e4471515dc51","cross_cats_sorted":["stat.ME"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2015-12-19T10:11:14Z","title_canon_sha256":"94cefb830c6c3a508a2593b2030abac7c8e35c8cf2d80a2365dded0f5e46bf21"},"schema_version":"1.0","source":{"id":"1512.06220","kind":"arxiv","version":2}},"canonical_sha256":"091c0e4bb6e5831df05a0cab7baed293ab39033c8655126ee41497507fc8bcd6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"091c0e4bb6e5831df05a0cab7baed293ab39033c8655126ee41497507fc8bcd6","first_computed_at":"2026-05-18T01:11:25.154517Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:11:25.154517Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"W4GMCSrbXwPBImHkPy7/bNgblXPg4XVZ3OqN0f9LpubhptrwjrLWlu6mSlEzKAP5x1M2p5/zUiGYbnLOLBR5DQ==","signature_status":"signed_v1","signed_at":"2026-05-18T01:11:25.155240Z","signed_message":"canonical_sha256_bytes"},"source_id":"1512.06220","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0388960f29a58204c7a7add39b7b90f73af22ee1dafe1ed0c206a655ff14517e","sha256:4e56e3482da3ff7d5e7528864064b9563653f6274b9870e454f887e8dcf14620"],"state_sha256":"812230f61b0ac29ea1e3b48f6b3b14037c4dfd2b83f8a5632fa1e3906218d072"}