{"as_of":"2026-08-09T15:44:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1be1c9db3ec940d7ab85e8e4947cb3fff1633ad969b8749be9cf47794ce0c675","coverage":[{"denominator":28,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":28,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-09T00:17:57.441689Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T15:08:51.209296Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-05T15:08:56.257305Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"cited_work":{"arxiv_id":"2502.04408","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.04408","snapshot_observed_at":"2026-08-05T15:08:56.257305Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","venue":"cs.LG","work_id":"3aa86110-3e30-4f14-9a8d-74d4cb0fd2d5","year":2025},"citing_paper":{"arxiv_id":"2508.21101","last_updated":"2025-08-28T07:05:24Z","snapshot_observed_at":"2026-08-07T09:02:43.747811Z","submitted_at":"2025-08-28T07:05:24Z","title":"Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T15:08:51.209296Z"},"links":{"cited_paper":"/paper/2502.04408","citing_paper":"/paper/2508.21101"},"observation_digest":"sha256:43662325dd800812073c6c5f8dd06f2b16a0d3fd3ae8f96ea568c3f28fcee890","observation_id":"769466d0-e276-4370-8ff5-85c410129cff","resolution":{"observed_at":"2026-08-05T15:08:56.260496Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2502.04408/citation-record","integrity":"/paper/2502.04408/integrity","json":"/paper/2502.04408/citation-record.json","paper":"/paper/2502.04408"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.160111Z","title":null,"venue":null,"work_id":"9e9899d5-1626-4893-8d22-7327b50b23af","year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.301537Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:8041a899fdf82f2ec19537ca83b9d3a35e108415e621b22ce0a5d58492653642","observation_id":"f35917f2-b676-4316-b249-71cd3b855740","resolution":{"observed_at":"2026-08-09T00:17:58.164450Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.prro.2016.04.005","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.608568Z","title":"Prac- tical Radiation Oncology 6(6), 442–449 (Nov-Dec 2016)","venue":null,"work_id":"9cd8447a-154a-4524-a5d6-a0668ef6911f","year":2016},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.306929Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:80f76b4061b70a3d2835ed63a59f1a2eee20a17291d219a6782963162d74adbc","observation_id":"1fa240e8-855b-4f28-a62c-8c7f377d6e1b","resolution":{"observed_at":"2026-08-09T00:17:57.613730Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.meddos","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.593455Z","title":"Medical Dosimetry 43(2), 168–176 (Summer 2018).https://doi.org/10.1016/j.meddos","venue":null,"work_id":"e44b8897-1995-4446-b25b-fcec335026a2","year":2018},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.312349Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:aa2f0abd0bab5f116886c5785d4dbcb2f994d52a223f8ae2576ee30eeb6e82aa","observation_id":"790fbb65-835d-4326-87ec-b60bbc3dbb2b","resolution":{"observed_at":"2026-08-09T00:17:57.598337Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/3-540-29999-8_17","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.578376Z","title":"In: Schlegel, W., Bortfeld, T., Grosu, A.L","venue":null,"work_id":"8e5356e6-eb5c-4416-ac79-dc27d96fabc1","year":2006},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.319496Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:85ea64569194113ad6876ea80dc50e38cf5d8eb1cb1cc973ce92298bc4913cda","observation_id":"23dda0db-1d71-4a50-91da-a1aae8bf9446","resolution":{"observed_at":"2026-08-09T00:17:57.583654Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.146313Z","title":null,"venue":null,"work_id":"e20ba294-cf4f-4f6c-80ab-c47549b413a8","year":2016},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.325180Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:0c99819ff3d53f4d9df959b7abcdb91cdc763ffcd350440655d578095fe8cab6","observation_id":"3a31ed50-f6cb-40dd-b11b-6e248f3f98ae","resolution":{"observed_at":"2026-08-09T00:17:58.150667Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.130845Z","title":null,"venue":null,"work_id":"0f155c48-c56c-43c7-9101-c059cb9f76cd","year":2021},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.330619Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:8da78a52777782bd50880bd1ac39d6e9b507590ee71e66f39fa6d80f9400a873","observation_id":"f5a73d52-26aa-4e20-8dfb-6860be9a4686","resolution":{"observed_at":"2026-08-09T00:17:58.136277Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-319-19387-8_391","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.563463Z","title":"In: Jaffray, D.A","venue":null,"work_id":"db8424c0-78fa-4cb2-b0a8-5e9836722c16","year":2015},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.337411Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:8ecff8f1e9009a375ca0c38164486a78b3cbb46f8feae3f60acdfa6f19543fc2","observation_id":"7b82bc75-8879-41fb-80a6-9a080b14a6f6","resolution":{"observed_at":"2026-08-09T00:17:57.568271Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.342476Z","title":"Communications Medicine 3, 141 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.342476Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:e67905e8cc12c97992402c0556963991612d2cabc863986e6e813ecbf255e9e1","observation_id":"069e0191-63a4-4bd4-8b6a-66917f60b7ec","resolution":{"observed_at":"2026-08-09T00:17:57.342476Z","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":"2021.10219","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.924548Z","title":"Artificial Intelligence in Medicine 121, 102193 (Nov 2021)","venue":null,"work_id":"2ba28f1b-ccca-4c17-a7bf-bb7598899e66","year":2021},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.347763Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:942848ca8ea831f767c885f9460f55e2dfb96e149f8b3f5deefc035443ce4abe","observation_id":"9c7cbfb7-3b4e-472e-932e-704affe69b2e","resolution":{"observed_at":"2026-08-09T00:17:57.932741Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.115164Z","title":null,"venue":null,"work_id":"7afc0506-6115-4b0d-87d6-300092d4e643","year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.352714Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:4ef15310773462ffd98d345011b5984ce4071d885b368f0e71d6a054cdd64862","observation_id":"a0b8769f-464c-4b8b-9cdb-b4dd0965935f","resolution":{"observed_at":"2026-08-09T00:17:58.120897Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.100592Z","title":null,"venue":null,"work_id":"0b2d7312-2d08-4fd1-9deb-353a3862d6a3","year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.357773Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:653df962cd486304a47d71ce552013d4e78065071c79623213ec6d6c35929e07","observation_id":"d413a23b-2645-4d94-a4f7-1b83ef16f1a2","resolution":{"observed_at":"2026-08-09T00:17:58.105321Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.085610Z","title":"JMA J6(3), 342–345 (Jul 2023)","venue":null,"work_id":"2b461778-c5a0-4a59-9eef-dd585fa37bbc","year":2015},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.362651Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:f0b245f92eb3ee7a7c083703bc60c0d00dbc1f8831c0edd7e42344e8dc86cf7e","observation_id":"16227f6e-9d09-4083-a561-35e3661cef03","resolution":{"observed_at":"2026-08-09T00:17:58.090116Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.367650Z","title":"Nature Com- munications 15, 654 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.367650Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:f34950952277603a52fa181e3f92dafc9666fa205483847ce318c83d94b3f054","observation_id":"15887499-20d0-4eee-a973-8e7a7b8e7c85","resolution":{"observed_at":"2026-08-09T00:17:57.367650Z","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":"2026-08-09T00:17:58.071086Z","title":null,"venue":null,"work_id":"3eec584e-ded5-4ed3-a389-203450233c78","year":2022},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.372303Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:08d5845d5fa242b70944f03d159281f89987eaf5cee8dda61470de4b1ca3a301","observation_id":"5cc969a6-25a4-4395-933e-92d05cb7433a","resolution":{"observed_at":"2026-08-09T00:17:58.075718Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1177/1533033818780064","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.524434Z","title":"Technology in Can- cer Research & Treatment17, 1533033818780064 (Jan 1 2018).https://doi.org/ 10.1177/1533033818780064, https://doi.org/10.1177/1533033818780064","venue":null,"work_id":"a1cddc44-22c8-498b-8604-ef6b71500a71","year":2018},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.376817Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:54947d271cb403402bcc48f99ced5c2ff1aa707f1d58c156c20b80e486077aff","observation_id":"87ab6563-8728-49ed-82d5-49c331e631af","resolution":{"observed_at":"2026-08-09T00:17:57.530477Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.055239Z","title":null,"venue":null,"work_id":"183cd8a1-b35f-414e-abaf-20c43d4b11d0","year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.381752Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:219670379611b3fee4acb7a6d227e59cd13b3fb86c08ae02b9410af64cfb5031","observation_id":"e3d9f6f2-3f37-435b-bb52-11539c6e18e0","resolution":{"observed_at":"2026-08-09T00:17:58.059759Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.386479Z","title":"iScience 27(5), 109713 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.386479Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:64c043d1fe869fec780360457ce96829d97e3b941100cb3f955f7db0de4b6117","observation_id":"b6af10eb-209e-4f2d-9267-24c12c52409f","resolution":{"observed_at":"2026-08-09T00:17:57.386479Z","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":"10.1002/acm2.13337","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.507626Z","title":"Journal of Applied Clinical Medical Physics 22(8), 16–44 (2021)","venue":null,"work_id":"1a38412a-112f-4fa5-b0f4-3a400c382b8d","year":2021},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.390873Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:de22b945525650382a5e0fab6462a462fb0aab6c563e5c595c03b8a2ed772cc4","observation_id":"8ea85b8f-76bf-4115-9b0a-442a465091d6","resolution":{"observed_at":"2026-08-09T00:17:57.513773Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.040411Z","title":null,"venue":null,"work_id":"144bb00e-9b82-4a50-8002-fab0862b83fd","year":2024},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.396111Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:24e4d04f0311554c8d45c3d66813c24ca398ad9e6c430f067a45c9331ab27070","observation_id":"45b94f25-37a6-49a8-ac51-83e19f2bed34","resolution":{"observed_at":"2026-08-09T00:17:58.045026Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1002/mp.14712","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.492470Z","title":"Medical Physics48(4), 1909–1920 (Apr 2021)","venue":null,"work_id":"95f3ace7-49ae-46f3-9093-1835183e8d8c","year":1909},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.401635Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:62944ec2c6579f7f40d5550e4222a5d25733d724f8c2ffb7859d45ccab11a01b","observation_id":"0b065bf8-9eea-4732-84d6-bb9dd31a90dd","resolution":{"observed_at":"2026-08-09T00:17:57.497356Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.024000Z","title":"A Bradford Book, Cambridge, MA, USA (2018)","venue":null,"work_id":"e3ea0a23-8d14-4684-a431-d3040a87b15f","year":2018},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.407498Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:2e15333f39be17b3fdbf9c212b59f19f9fa454a069c3f26a5b26bd8bb6347281","observation_id":"b28af8bd-8357-41e3-bd35-bf56ff1147f2","resolution":{"observed_at":"2026-08-09T00:17:58.029035Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:58.006643Z","title":null,"venue":null,"work_id":"5a6bdcfe-cd9e-4739-92c0-d762157772ae","year":2021},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.412210Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:f14cfe1c82811fb6f9658c9be59de225ea53d77b761708323197cb3f9009826c","observation_id":"069aae73-621c-4f7b-a77e-3ed7bd3ad6c0","resolution":{"observed_at":"2026-08-09T00:17:58.012361Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2023.11244","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.736789Z","title":"Frontiers in Oncology13, 1124458 (Feb 3 2023).https://doi.org/ 10.3389/fonc.2023.1124458, https://doi.org/10.3389/fonc.2023.1124458","venue":null,"work_id":"1c3d9879-ad03-4250-bf6f-49eeb0e48247","year":2023},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.417073Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:26a5fb36e9f7cbcec767677fa89cc15c1de6ab1a57ff2cd32602e831e0280793","observation_id":"1c58b5c7-5858-468a-a156-3d5c390ab648","resolution":{"observed_at":"2026-08-09T00:17:57.744751Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.990479Z","title":null,"venue":null,"work_id":"a6f27126-2b77-47bf-a538-55988e497bed","year":2024},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.421893Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:c1cf747f4156397a1691bf9e1697f522f76949a143ea028435e80dbe5b91fb42","observation_id":"1d46e5c7-3ce9-407a-8996-f088b1a1cae9","resolution":{"observed_at":"2026-08-09T00:17:57.995224Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1088/1361-6560/ac9cb3","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.474851Z","title":"Physics in Medicine and Biology 67(22), – (Nov 11 2022).https://doi.org/10.1088/1361-6560/ac9cb3, https: //doi.org/10.1088/1361-6560/ac9cb3","venue":null,"work_id":"ef8d7d05-df59-4a65-9dab-0ec4c396e245","year":2022},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.426693Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:5a5c86a2739862376e2ae20ec9820a2551cfe494d7ffb28302e4625c89d0e401","observation_id":"89ba5703-5a6e-4e6f-a21a-66106122fda7","resolution":{"observed_at":"2026-08-09T00:17:57.481803Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.975987Z","title":null,"venue":null,"work_id":"02f89571-2c35-4ef3-b210-cbabc42f6e47","year":2024},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.431755Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:f93e989822e43e2b47547d6d4b4439ba04e5a580f77f3ae7abb47550a9a2f3bb","observation_id":"afdee084-b57c-47a6-bc14-35468cbd9966","resolution":{"observed_at":"2026-08-09T00:17:57.980642Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.959783Z","title":"Y., Deasy, J.O.: Automated and clinically optimal treatment planning for cancer radiotherapy","venue":null,"work_id":"2dcfe977-e626-4d6d-b802-2e25b3d5561a","year":2022},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.436733Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:760ea92f7602276e44608eab079f81337caae9e6af780153acc833b5158936df","observation_id":"1f5f8db2-3f0d-481d-ab6b-7e69a3f46430","resolution":{"observed_at":"2026-08-09T00:17:57.965137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-09T00:17:57.942955Z","title":"gantry_angles","venue":null,"work_id":"50bae1db-700d-45d2-aff4-c3a1a09aef12","year":2021},"citing_paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-09T00:17:57.441689Z"},"links":{"citing_paper":"/paper/2502.04408"},"observation_digest":"sha256:080af80386aad69fad947e8c43521882885e4d75da9766436ef8db40f0d0fc45","observation_id":"42c8288b-0d6e-4dba-85c5-f30be99db85b","resolution":{"observed_at":"2026-08-09T00:17:57.947378Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.04408","last_updated":"2025-02-06T09:51:28Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-09T00:12:12.118734Z","submitted_at":"2025-02-06T09:51:28Z","title":"Transforming Multimodal Models into Action Models for Radiotherapy"},"reference_resolution":{"displayed":28,"state_counts":{"malformed_identifier":1,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":14,"verified_exact":7,"verified_fuzzy":4},"total_outbound_references":28},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2502.04408."}