{"as_of":"2026-08-17T03:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:fc3e8cef863de188702fa922d545cb869a3398a27676f43d63ed24ebf133ebb1","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T14:00:13.320976Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+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/2412.12597/citation-record","integrity":"/paper/2412.12597/integrity","json":"/paper/2412.12597/citation-record.json","paper":"/paper/2412.12597"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:00:13.103036Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.103036Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:8a25e6f1b77665f38ddb79a7e2eb5d7db2f7f2f743877f3c73ed1e0904639798","observation_id":"88ec8bea-4104-4644-b1ae-1049a4b29bd7","resolution":{"observed_at":"2026-08-11T14:00:13.103036Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:00:13.112272Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.112272Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:e39b045b116a39a41bbd13fcb324fd12659dc47a4ff310eee87427515434b432","observation_id":"eb41e604-a2d8-435c-b46f-f367baff6d5e","resolution":{"observed_at":"2026-08-11T14:00:13.112272Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.07511","last_updated":"2022-12-07T05:08:01Z","snapshot_observed_at":"2026-08-16T03:05:56.678791Z","submitted_at":"2021-07-15T17:59:50Z","title":"A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.07511","snapshot_observed_at":"2026-08-11T14:00:13.120281Z","title":"N.; and Bates, S","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.120281Z"},"links":{"cited_paper":"/paper/2107.07511","citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:c519d1b7d37c513198b76546af1d3fd8915109401e5e08f79c67fe92a896ff20","observation_id":"adc0bf8b-d77a-43ee-808b-ef20abb81a4a","resolution":{"observed_at":"2026-08-11T14:00:13.120281Z","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":"2026-08-11T14:00:13.993112Z","title":null,"venue":null,"work_id":"261eef88-8f2f-427f-8d6c-41b0963802ac","year":2014},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.127843Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:9b6f42cb1da0f05869a4923f459d4d411ffab4bad081d2b48f304f33e63c06a8","observation_id":"fedb44c3-19ca-4088-be97-c74e5eebe198","resolution":{"observed_at":"2026-08-11T14:00:14.000482Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.972595Z","title":null,"venue":null,"work_id":"021d6712-e3c9-4cb8-84ae-301c9318225a","year":2014},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.136943Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:ebf57b224aeb02b2d37f228a1ec67db8ea20cb19a14568de8825d61ccb0d4da0","observation_id":"635be145-0802-4d8a-928f-546424735030","resolution":{"observed_at":"2026-08-11T14:00:13.978242Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.954963Z","title":null,"venue":null,"work_id":"75ccaea3-7e34-4a12-a9aa-fb4f2c02b0db","year":2020},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.142598Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:432ce4d80a469ba24e6d4ef448c3b77a2e8611ec5c13b250378c1066d6b551b0","observation_id":"6e832882-57c2-4324-a8bf-900751579907","resolution":{"observed_at":"2026-08-11T14:00:13.960587Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.936612Z","title":null,"venue":null,"work_id":"6bfc65bd-48f7-428b-b282-070e37919ae0","year":2019},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.149003Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:7cb0da3b856cffcbc594fc89f36e0d1529fd6e708990cf7ba108b4170a4c7484","observation_id":"8fa76192-09de-4a6f-abb5-40c4d7baf17c","resolution":{"observed_at":"2026-08-11T14:00:13.942355Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.917659Z","title":null,"venue":null,"work_id":"aa05d117-fe70-405e-a09a-fd49ff4ba363","year":2019},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.154933Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:ce0503fced4b12581e09c42a51b7d014f1d092219d364c84ff2c893370d09264","observation_id":"5a66a3a8-bc5a-4969-b095-68934ec8d378","resolution":{"observed_at":"2026-08-11T14:00:13.924821Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.899522Z","title":null,"venue":null,"work_id":"9bcbe03a-218e-4cba-83a2-2782fb90092a","year":2024},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.160414Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:9fffc5f982d908a9c7d5543b94d371656dcc3f96567f77147f9681a27ca94b1c","observation_id":"1ea23033-0efb-44c1-b95d-330aee88af6c","resolution":{"observed_at":"2026-08-11T14:00:13.905110Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.166830Z","title":"A.; and Mark, R","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.166830Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:6739b4cb517bc02536d72fb1b0b0de154d904dc523372676463040078ae0b98d","observation_id":"9082f110-5588-4df1-953b-b4ba12542e48","resolution":{"observed_at":"2026-08-11T14:00:13.166830Z","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":"2026-08-11T14:00:13.863562Z","title":"A.; Wagner, D","venue":null,"work_id":"8e7e5fd9-246a-4de4-9c2a-66c98ac297d2","year":1991},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.172538Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:cfd909fd9b543d9b103ec6c19ddd21a99f5e966fdc1814112bb24462190ee66c","observation_id":"dbb67f8b-57f5-466f-af0b-64e79c7ea52f","resolution":{"observed_at":"2026-08-11T14:00:13.869086Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.846185Z","title":"D.; Precup, D.; and Basu, S","venue":null,"work_id":"b615f002-c524-4100-bfb1-04dafa889b68","year":2023},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.179771Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:08a2b6dbf1f4708c8fc296844167d69ea093e1a062d7265f44aa2f71bd1c467f","observation_id":"3e1c72dc-09bd-47b3-8da3-c47950791364","resolution":{"observed_at":"2026-08-11T14:00:13.852006Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.824568Z","title":null,"venue":null,"work_id":"3b51c034-609b-418f-885f-255497923b13","year":2019},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.186862Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:158836911c5b1075bd9ce6cbb370865591ec924fb770b8d07a4b98fc9d7021d5","observation_id":"17a16b96-6a98-4ddf-9d40-16fb08ecad09","resolution":{"observed_at":"2026-08-11T14:00:13.831189Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.806355Z","title":null,"venue":null,"work_id":"50715327-cc3c-4450-8248-38676cae8b24","year":2020},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.192393Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:5c52d0a6d72ec72f4d05e5cabc9ff2c68170f8b6b614aabd1feab6a780e898e2","observation_id":"2fa9c885-649d-40d6-956a-ed91f2701b9a","resolution":{"observed_at":"2026-08-11T14:00:13.812561Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.787231Z","title":null,"venue":null,"work_id":"30b53703-87df-44b1-ae3f-0ecbefccf730","year":2012},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.199818Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:09d1c1816d0aa179ee5a50323164b00d0059198e6ba57b2ed861ab777adab267","observation_id":"e5f5718d-a532-4d59-b688-45afb9e76283","resolution":{"observed_at":"2026-08-11T14:00:13.794330Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.205443Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.205443Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:ea24987926242ed9484dfe375c267e7d97377f01092087c982f2384e52e06caf","observation_id":"d63d600c-ccd0-4c2f-8230-0a24e95c7da8","resolution":{"observed_at":"2026-08-11T14:00:13.205443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.03105","last_updated":"2025-01-09T11:24:56Z","snapshot_observed_at":"2026-08-16T14:03:48.192475Z","submitted_at":"2024-04-03T23:07:24Z","title":"Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation","version":2},"cited_work":{"arxiv_id":"2404.03105","doi":null,"metadata_source":"pith","pith_arxiv_id":"2404.03105","snapshot_observed_at":"2026-08-11T14:00:13.437194Z","title":"Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation","venue":"cs.LG","work_id":"a1284aa5-d73d-43bc-a2fc-29fabe380031","year":2024},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.212945Z"},"links":{"cited_paper":"/paper/2404.03105","citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:17283f8a543301af4c9c87ddc445c3094b903ce9620df87f7636086b69bbdacd","observation_id":"8b6404e0-94f2-4b6d-819f-ae2337494827","resolution":{"observed_at":"2026-08-11T14:00:13.447021Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.01643","last_updated":"2020-11-01T23:50:25Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-05-04T17:00:15Z","title":"Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.01643","snapshot_observed_at":"2026-08-11T14:00:13.219567Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.219567Z"},"links":{"cited_paper":"/paper/2005.01643","citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:270f0c604892d4b0ed0ef986ee774390c50b2cc91322d8155d236995370523f1","observation_id":"97059aa8-c68e-4805-96ce-4236cb9e88e9","resolution":{"observed_at":"2026-08-11T14:00:13.219567Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:00:13.226021Z","title":"A.; Veness, J.; Bellemare, M","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.226021Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:3b8f36256c133011f569fe13f1ede083ee171de4515748599dba6cb16251ae33","observation_id":"53fe3e2c-1c5c-4d5e-a099-718055773169","resolution":{"observed_at":"2026-08-11T14:00:13.226021Z","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":"2026-08-11T14:00:13.741649Z","title":null,"venue":null,"work_id":"88fe48cc-2933-41b0-9809-e46164d4a89c","year":2020},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.234939Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:38d03fcb44f8d8a1af7d4b6e26cfa2166da8f33c245587e204aab7a2554b585b","observation_id":"ac751571-7ff2-40ae-b732-43844630f66c","resolution":{"observed_at":"2026-08-11T14:00:13.747478Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.723603Z","title":"B.; Schmeink, A.; Ascheid, G.; Thiemermann, C.; Schuppert, A.; Kindle, R.; et al","venue":null,"work_id":"76afd952-0473-4902-911e-b1757b2da929","year":2021},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.245247Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:d2b2b890ac6d72e35dbb2c83954fb03fcbc91207366287d9938f6470acfcd23e","observation_id":"c7f43b85-ff4e-4658-afa3-a4b29f69520f","resolution":{"observed_at":"2026-08-11T14:00:13.728806Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.707555Z","title":"J.; and Slutsky, A","venue":null,"work_id":"c9519b86-f12a-42e2-a94d-d0664090fc76","year":2017},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.252045Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:36819548e3accb7d3a187b9aeaf61aa111f1a34e97d9a2b07bf6c30a743c0cbe","observation_id":"fac6aead-c62f-4f82-a438-4e52403f22ee","resolution":{"observed_at":"2026-08-11T14:00:13.712370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.684305Z","title":null,"venue":null,"work_id":"c27f3b03-a4fe-489f-a317-c141c66bbd3c","year":2008},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.257524Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:df9de37b191d3f89a419dcdc6451ea67a1cd75ab89c2c834cfdfbe9db9d6a73a","observation_id":"0703d73f-5bfd-4ed1-b668-546539492006","resolution":{"observed_at":"2026-08-11T14:00:13.690519Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.662390Z","title":null,"venue":null,"work_id":"173b9072-57c9-4a79-b0bf-9bb54ed2d099","year":2022},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.262963Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:b14aef2b0e4ef5d14c6c3a09f61be3a80d529fe53e6ff845a546dd3c29420723","observation_id":"b3a3313c-8beb-4d08-b917-7c2de7b4e319","resolution":{"observed_at":"2026-08-11T14:00:13.669993Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.640161Z","title":"S.; and Ranieri, V","venue":null,"work_id":"87939dff-64b0-4c37-92c8-894fc9e7ca80","year":2013},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.269167Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:4ba9d2d234e202b623fbb7f1db64645628d7ad52443f86e2382ba983d42a9b21","observation_id":"d7aa2dd0-d971-473f-ba54-36ed9dc99c28","resolution":{"observed_at":"2026-08-11T14:00:13.646529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2102.06779","last_updated":"2022-01-18T15:25:49Z","snapshot_observed_at":"2026-08-16T18:45:52.688859Z","submitted_at":"2021-02-12T21:23:33Z","title":"Machine Learning for Mechanical Ventilation Control","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.06779","snapshot_observed_at":"2026-08-11T14:00:13.274834Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.274834Z"},"links":{"cited_paper":"/paper/2102.06779","citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:0ac0a5bd46edc816c59769a23f6b5628b023ceeee8e04d0852bcae6f7240f91b","observation_id":"37530aa4-4790-4ba6-98f0-c1d30dbe2862","resolution":{"observed_at":"2026-08-11T14:00:13.274834Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:00:13.282158Z","title":"S.; and Barto, A","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.282158Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:c61f1e46d596cce8032ce172c58457e22e8f1aa8f6a8cb07ff25275b12a7c2bf","observation_id":"d89dd997-9c96-4c9c-a20f-566ceb7d98a1","resolution":{"observed_at":"2026-08-11T14:00:13.282158Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T14:00:13.288544Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.288544Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:2a1e485f86fa93d18237ce251c6028f0c934c640c74f1a01b2d1d051819a47bc","observation_id":"f615216e-3c67-4475-985f-f15b4ccb6726","resolution":{"observed_at":"2026-08-11T14:00:13.288544Z","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":"2026-08-11T14:00:13.591853Z","title":null,"venue":null,"work_id":"9484e6b6-4f16-463d-ba35-81e5fe8955ca","year":2022},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.295616Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:ed4e92c9eb1640a647b6b540c56d0164744786ae42a57ad26b59ce85b89ec798","observation_id":"ed7fcb54-449a-4776-8ea5-5048756867d9","resolution":{"observed_at":"2026-08-11T14:00:13.599861Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.302129Z","title":"J.; and Dayan, P","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.302129Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:a3fc4342aa345b560ea044d716df58673a58bb73d016b89148c25f0f8b6369b3","observation_id":"2b32a079-adc6-4df1-9669-58d27da75bca","resolution":{"observed_at":"2026-08-11T14:00:13.302129Z","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":"2026-08-11T14:00:13.534821Z","title":null,"venue":null,"work_id":"d7d895d1-6be4-43f1-be5e-836ecf090b18","year":2021},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.307852Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:95c1fa13a41cb0c726f7fd4d1c9cee82e5d7e5155b4ed44bee09d61fda9f8920","observation_id":"a681e471-8a23-4314-9244-030f9cc18f21","resolution":{"observed_at":"2026-08-11T14:00:13.545349Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.509503Z","title":null,"venue":null,"work_id":"8c1188a5-ba79-48b7-8d0e-b953481627d1","year":2023},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.314563Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:56addbfe5ba4cec8b56c8aaa9540dcf24325ef9ff11dcf163a32d19ac7690286","observation_id":"d9108803-d58b-409c-9e3c-7ac7ff2c0278","resolution":{"observed_at":"2026-08-11T14:00:13.516253Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T14:00:13.488975Z","title":null,"venue":null,"work_id":"632f6b2a-4603-4f47-bf02-0c2762a8c7bf","year":2016},"citing_paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-11T14:00:13.320976Z"},"links":{"citing_paper":"/paper/2412.12597"},"observation_digest":"sha256:5c4bbca47a20cb25b3cb09cf6a921a4f1ac995080ddc0d612058e863685334ff","observation_id":"abe4d499-e4d3-45dd-b971-206f148090f5","resolution":{"observed_at":"2026-08-11T14:00:13.495780Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.12597","last_updated":"2024-12-17T06:55:20Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-16T06:53:50.721536Z","submitted_at":"2024-12-17T06:55:20Z","title":"Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":27,"verified_exact":0,"verified_fuzzy":5},"total_outbound_references":33},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.12597."}