{"as_of":"2026-08-07T15:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3c838d76bd697062a43750ea2bb89af5ac0f3d05c8ac510b53cb25408fa383ad","coverage":[{"denominator":13,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":13,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T13:28:02.521133Z","state":"measured"},{"denominator":13,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":13,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2505.21757/citation-record","integrity":"/paper/2505.21757/integrity","json":"/paper/2505.21757/citation-record.json","paper":"/paper/2505.21757"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:28:03.199144Z","title":"Allison B McCoy, Eric J Thomas, Marie Krousel-Wood, and Dean F Sittig","venue":null,"work_id":"1d241c3b-400a-486a-9ef9-061df9fdd850","year":2014},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.971150Z"},"links":{"citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:5d50ef0b1e5617ae7a741b201ceb58d1565c4b7f6a7d6d178841fa32d25cbcc3","observation_id":"71b9c1be-6260-40c9-b804-40f255d48118","resolution":{"observed_at":"2026-08-07T13:28:03.272862Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.18416","last_updated":"2024-05-01T17:12:10Z","snapshot_observed_at":"2026-07-06T18:06:49.190172Z","submitted_at":"2024-04-29T04:11:28Z","title":"Capabilities of Gemini Models in Medicine","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.18416","snapshot_observed_at":"2026-08-07T13:28:02.080502Z","title":"arXiv preprint arXiv:2404.18416","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.080502Z"},"links":{"cited_paper":"/paper/2404.18416","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:2075de32beed24c34999e8719e29e533eba1c334790c44e938314314fcff24f6","observation_id":"d4255bd8-c320-43a9-bf75-fa1f75c9b26b","resolution":{"observed_at":"2026-08-07T13:28:02.080502Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.05654","last_updated":"2024-01-11T04:25:06Z","snapshot_observed_at":"2026-07-06T17:14:07.183954Z","submitted_at":"2024-01-11T04:25:06Z","title":"Towards Conversational Diagnostic AI","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.05654","snapshot_observed_at":"2026-08-07T13:28:02.151726Z","title":"Bethany A Van Dort, Wu Yi Zheng, Vivek Sundar, and Melissa T Baysari","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.151726Z"},"links":{"cited_paper":"/paper/2401.05654","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:2a39ff56ca56558f33f4c16668671f57f4fcdd6abe12a58e62e57fd6d639701d","observation_id":"10d9b98b-e73b-4b81-9561-aa1b36cfb2b6","resolution":{"observed_at":"2026-08-07T13:28:02.151726Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.15219","last_updated":"2025-08-18T02:17:20Z","snapshot_observed_at":"2026-08-02T22:00:11.509412Z","submitted_at":"2025-04-21T16:43:50Z","title":"EvalAgent: Discovering Implicit Evaluation Criteria from the Web","version":2},"cited_work":{"arxiv_id":"2504.15219","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.15219","snapshot_observed_at":"2026-08-07T13:28:02.879377Z","title":"EvalAgent: Discovering Implicit Evaluation Criteria from the Web","venue":"cs.CL","work_id":"fab3a5d1-8465-4f13-980e-96712f60497f","year":2025},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.231013Z"},"links":{"cited_paper":"/paper/2504.15219","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:ac30bfd71b70645a0d786c913bcbcc5aa135b003f8b77836380f3c20464854a0","observation_id":"dece3487-360c-4aff-851e-49ebc34f9eb9","resolution":{"observed_at":"2026-08-07T13:28:02.922311Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"8893.7891","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:28:02.731797Z","title":"Behavioral Chasm,","venue":null,"work_id":"cd0f6c1c-bada-4f08-92ef-9bedcee82cef","year":2024},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.521133Z"},"links":{"citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:f25822ac6e17b575e1853fd435d840e4a6810a7efb367b8c7eda0bcb24fe1c5f","observation_id":"85f95a25-9ae8-4e20-908e-bc3f7da53bfb","resolution":{"observed_at":"2026-08-07T13:28:02.801343Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.14860","last_updated":"2025-08-11T03:23:40Z","snapshot_observed_at":"2026-08-03T18:44:26.271037Z","submitted_at":"2025-02-20T18:59:31Z","title":"ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.14860","snapshot_observed_at":"2026-08-07T13:28:01.896686Z","title":"In AMIA Annual Symposium Proceedings, volume 2014, page 845","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2014,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.896686Z"},"links":{"cited_paper":"/paper/2502.14860","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:388a39fe2b544962eeaa8a8c2ea882f32b208c53ac1f6be709b65f1ee21d89a8","observation_id":"65f1ad14-dae2-490f-b729-bad662321d82","resolution":{"observed_at":"2026-08-07T13:28:01.896686Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:28:03.065556Z","title":"InMayo Clinic Proceedings, vol- ume 90, pages 469–480","venue":null,"work_id":"8f301a15-3e1c-4c96-b93d-3a8f0dff22c8","year":2018},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2015,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.318401Z"},"links":{"citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:ee706db85ce047ea2111b5c3c095fd1d5d4bc868505b39418d48c78dd7311ac0","observation_id":"e65cd6bb-018c-48be-90ab-a763c841800a","resolution":{"observed_at":"2026-08-07T13:28:03.114202Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.14654","last_updated":"2025-02-12T05:32:07Z","snapshot_observed_at":"2026-07-06T20:25:40.715105Z","submitted_at":"2025-01-24T17:21:01Z","title":"MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.14654","snapshot_observed_at":"2026-08-07T13:28:01.830371Z","title":"Yixing Jiang, Kameron C Black, Gloria Geng, Danny Park, Andrew Y Ng, and Jonathan H Chen","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.830371Z"},"links":{"cited_paper":"/paper/2501.14654","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:b3a481b1758348bdb57691a4de8ff6bf6a36e67a06611594d5c613fc2b0af69d","observation_id":"dd81056e-e4f3-4d72-9174-e2f8aadf642b","resolution":{"observed_at":"2026-08-07T13:28:01.830371Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.08775","last_updated":"2025-05-13T17:53:59Z","snapshot_observed_at":"2026-07-06T21:23:23.760393Z","submitted_at":"2025-05-13T17:53:59Z","title":"HealthBench: Evaluating Large Language Models Towards Improved Human Health","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.08775","snapshot_observed_at":"2026-08-07T13:28:01.632996Z","title":"Surface Vehicle Recommended Practice","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.632996Z"},"links":{"cited_paper":"/paper/2505.08775","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:7da711f11d95bb61d3e0e87e8051043ff2aa1640650a443178d011c94f533839","observation_id":"495f6446-d87f-4543-8aa9-9b447a0e692c","resolution":{"observed_at":"2026-08-07T13:28:01.632996Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.15827","last_updated":"2022-03-29T18:01:24Z","snapshot_observed_at":"2026-08-06T19:04:02.601531Z","submitted_at":"2022-03-29T18:01:24Z","title":"LinkBERT: Pretraining Language Models with Document Links","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.15827","snapshot_observed_at":"2026-08-07T13:28:02.449528Z","title":"Michael JQ Zhang and Eunsol Choi","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.449528Z"},"links":{"cited_paper":"/paper/2203.15827","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:ef720719f091b8c5858392363a7872088cd3d759e5fc8316c06d455edb2925c8","observation_id":"1811d10e-5024-45cd-8d79-2ee9ab22680a","resolution":{"observed_at":"2026-08-07T13:28:02.449528Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08155","last_updated":"2023-10-03T20:47:10Z","snapshot_observed_at":"2026-07-31T19:03:03.494918Z","submitted_at":"2023-08-16T05:57:52Z","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08155","snapshot_observed_at":"2026-08-07T13:28:02.401976Z","title":"Yutaro Yamada, Robert Tjarko Lange, Cong Lu, Shen- gran Hu, Chris Lu, Jakob Foerster, Jeff Clune, and David Ha","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:02.401976Z"},"links":{"cited_paper":"/paper/2308.08155","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:d3bc47e79a403686963ef4b929b0a98501b835e95a739243ba3216e8b2ff0b00","observation_id":"01d7e1ab-dada-456a-b5ff-6810b4f0f750","resolution":{"observed_at":"2026-08-07T13:28:02.401976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.18864","last_updated":"2025-02-26T06:17:13Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-26T06:17:13Z","title":"Towards an AI co-scientist","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.18864","snapshot_observed_at":"2026-08-07T13:28:01.763851Z","title":"In2024 12th International Symposium on Digital Forensics and Security (IS- DFS), pages 1–7","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.763851Z"},"links":{"cited_paper":"/paper/2502.18864","citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:e726430de8bdd733bf1744a0d2c86cb540f05ebfbaa5f34e116b6e184161f473","observation_id":"621a44b2-3d54-42e1-8043-afdd8460e72a","resolution":{"observed_at":"2026-08-07T13:28:01.763851Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:28:03.399239Z","title":"alert fatigue","venue":null,"work_id":"be50cdfa-34e4-4c68-a8de-951156754410","year":null},"citing_paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-07T13:28:01.722504Z"},"links":{"citing_paper":"/paper/2505.21757"},"observation_digest":"sha256:ea0437738497cbf40234a3652d896dea6b6cb657bc7c18799d252d41e5d14648","observation_id":"4de43490-98fe-4b4c-b77e-938da6484d5f","resolution":{"observed_at":"2026-08-07T13:28:03.456308Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.21757","last_updated":"2025-05-27T20:48:04Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T13:21:28.773654Z","submitted_at":"2025-05-27T20:48:04Z","title":"BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum"},"reference_resolution":{"displayed":13,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":2,"verified_fuzzy":3},"total_outbound_references":13},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2505.21757."}