{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ZNG2O7TK7VPGA3T3VQJ7C5RTRS","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":"9a91136a5749b786f4fa0abe208564bd7dcc21d8d319b71e801d45dbd4f23b56","cross_cats_sorted":["cs.LG","cs.SI","physics.soc-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2024-01-09T19:38:59Z","title_canon_sha256":"17a905cfb46e3fd69ccb7cc65df156aa3dc2c48bc6a8d0145273c87202829111"},"schema_version":"1.0","source":{"id":"2401.04795","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.04795","created_at":"2026-07-05T07:41:46Z"},{"alias_kind":"arxiv_version","alias_value":"2401.04795v2","created_at":"2026-07-05T07:41:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.04795","created_at":"2026-07-05T07:41:46Z"},{"alias_kind":"pith_short_12","alias_value":"ZNG2O7TK7VPG","created_at":"2026-07-05T07:41:46Z"},{"alias_kind":"pith_short_16","alias_value":"ZNG2O7TK7VPGA3T3","created_at":"2026-07-05T07:41:46Z"},{"alias_kind":"pith_short_8","alias_value":"ZNG2O7TK","created_at":"2026-07-05T07:41:46Z"}],"graph_snapshots":[{"event_id":"sha256:f79c8d6de29ff93cab28ab676bc1a6cb559a96e784c2604ab6eb8f0bba7594a3","target":"graph","created_at":"2026-07-05T07:41:46Z","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/2401.04795/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Pandemics, notably the recent COVID-19 outbreak, have impacted both public health and the global economy. A profound understanding of disease progression and efficient response strategies is thus needed to prepare for potential future outbreaks. In this paper, we emphasize the potential of Agent-Based Models (ABM) in capturing complex infection dynamics and understanding the impact of interventions. We simulate realistic pharmaceutical, behavioral, and digital interventions that mirror challenges in real-world policy adoption and suggest a holistic combination of these interventions for pandem","authors_text":"Ayush Chopra, Gauri Gupta, Ramesh Raskar, Ritvik Kapila","cross_cats":["cs.LG","cs.SI","physics.soc-ph"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2024-01-09T19:38:59Z","title":"First 100 days of pandemic; an interplay of pharmaceutical, behavioral and digital interventions -- A study using agent based modeling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.04795","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":"sha256:5dafb538c754acdd5cb9f9ed21c5234bcbe7b775cd8ec43fa5026ed2f4142bd6","target":"record","created_at":"2026-07-05T07:41:46Z","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":"9a91136a5749b786f4fa0abe208564bd7dcc21d8d319b71e801d45dbd4f23b56","cross_cats_sorted":["cs.LG","cs.SI","physics.soc-ph"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2024-01-09T19:38:59Z","title_canon_sha256":"17a905cfb46e3fd69ccb7cc65df156aa3dc2c48bc6a8d0145273c87202829111"},"schema_version":"1.0","source":{"id":"2401.04795","kind":"arxiv","version":2}},"canonical_sha256":"cb4da77e6afd5e606e7bac13f176338c838a6e847ae7c9a5a307f85f7a2e613f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb4da77e6afd5e606e7bac13f176338c838a6e847ae7c9a5a307f85f7a2e613f","first_computed_at":"2026-07-05T07:41:46.779237Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:41:46.779237Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NMaQBSbzQvr+UiezUV8ZBg8z3dVonKWc9JuUWeLPu6HO2lAdLWZ+8JnzmdPCVmwJosZyUzsvao8ZrFHSSTh1AA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:41:46.779708Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.04795","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5dafb538c754acdd5cb9f9ed21c5234bcbe7b775cd8ec43fa5026ed2f4142bd6","sha256:f79c8d6de29ff93cab28ab676bc1a6cb559a96e784c2604ab6eb8f0bba7594a3"],"state_sha256":"2c082ca92cab57590b3a475adf8a552f0131fb485e5c87f7c85c17c8f2e30158"}