{"as_of":"2026-08-09T12:38:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2dbd44941ca2f816fce66a21dcec08bba604183fe7db3f3767a5c1097d669d42","coverage":[{"denominator":70,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":70,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T10:46:28.250421Z","state":"measured"},{"denominator":73,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":73,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T05:16:34.504748Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-11T23:36:36.145503Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"cited_work":{"arxiv_id":"2601.09072","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2601.09072","snapshot_observed_at":"2026-06-11T02:08:40.535781Z","title":"Human-ai co-design for clinical prediction models","venue":null,"work_id":"847e50c3-aaac-4719-8868-aea54e329546","year":2026},"citing_paper":{"arxiv_id":"2604.13332","last_updated":"2026-04-14T22:37:11Z","snapshot_observed_at":"2026-08-02T10:38:01.109229Z","submitted_at":"2026-04-14T22:37:11Z","title":"Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T15:01:52.583181Z"},"links":{"cited_paper":"/paper/2601.09072","citing_paper":"/paper/2604.13332"},"observation_digest":"sha256:1e5a058fc450b8a36f5308a8db7845b76c9cdfb9133f9e1a84bfd187630dc7e3","observation_id":"fa9ec5ca-e73e-46ad-875d-65ca80c7fe0b","resolution":{"observed_at":"2026-06-11T02:08:40.535781Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"cited_work":{"arxiv_id":"2601.09072","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2601.09072","snapshot_observed_at":"2026-06-11T02:08:40.535781Z","title":"Human-ai co-design for clinical prediction models","venue":null,"work_id":"847e50c3-aaac-4719-8868-aea54e329546","year":2026},"citing_paper":{"arxiv_id":"2605.03808","last_updated":"2026-05-05T14:35:47Z","snapshot_observed_at":"2026-07-06T23:16:40.201701Z","submitted_at":"2026-05-05T14:35:47Z","title":"Agentic-imodels: Evolving agentic interpretability tools via autoresearch","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-05-07T16:37:43.371592Z"},"links":{"cited_paper":"/paper/2601.09072","citing_paper":"/paper/2605.03808"},"observation_digest":"sha256:3ee50cc723a233d4bee52e4f0f7d0d74fafe6af168da90eadadd8edec96f1069","observation_id":"f8c59342-a1dd-43d0-b0d8-1ab82e8de86c","resolution":{"observed_at":"2026-06-11T02:08:40.535781Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.09072","snapshot_observed_at":"2026-08-02T05:16:34.504748Z","title":"Human-ai co-design for clinical prediction models.arXiv preprint arXiv:2601.09072,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.13425","last_updated":"2026-07-15T04:03:24Z","snapshot_observed_at":"2026-08-03T17:12:53.669172Z","submitted_at":"2026-07-15T04:03:24Z","title":"Data-Efficient Adaptation of LLMs via Attention Head Reweighting","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-02T05:16:34.504748Z"},"links":{"cited_paper":"/paper/2601.09072","citing_paper":"/paper/2607.13425"},"observation_digest":"sha256:7f8b1e647337cb701167a6c12049c04eb17239c8b508d12a6918254c3e74aa84","observation_id":"be28649a-bf12-4ed5-9070-c6665c5ec4b6","resolution":{"observed_at":"2026-08-02T05:16:34.504748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2601.09072/citation-record","integrity":"/paper/2601.09072/integrity","json":"/paper/2601.09072/citation-record.json","paper":"/paper/2601.09072"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T10:46:18.380055Z","title":"JAMA 334(23), 2090–2103 (2025)","venue":null,"work_id":null,"year":2090},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.380055Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:0c104921629357c36d5412c8a7cb229572c74f29cd8032a7eab8ca2ec463fb4f","observation_id":"e7593d66-4613-40d4-a884-aaa6efe9f27a","resolution":{"observed_at":"2026-08-03T10:46:18.380055Z","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":"2026-08-03T10:46:18.493363Z","title":"The Lancet 374(9696), 1160–1170 (2009)","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.493363Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:27f809801e58e633c114293ffa5ed538978c299364a34711a7b9bb2281ae6306","observation_id":"cf12164b-687a-4e5c-93a8-6611984c1bec","resolution":{"observed_at":"2026-08-03T10:46:18.493363Z","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":"2026-08-03T10:46:18.610364Z","title":"a practical scale","venue":null,"work_id":null,"year":1974},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.610364Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:5626f786dea43837160847d9172229c2e08dec3386d05b62097f0e77a2393df6","observation_id":"e478576c-ebea-46ff-b9bf-13b769ff3bd5","resolution":{"observed_at":"2026-08-03T10:46:18.610364Z","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":"2026-08-03T10:46:18.732982Z","title":"a review and suggested modifications of methodological standards","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.732982Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:2db2e5d73eb1b37f281e876d656f73d6013f9544ad39ae58d63937e3213f6f93","observation_id":"79e1b736-e8ca-4834-8d51-f296361392f9","resolution":{"observed_at":"2026-08-03T10:46:18.732982Z","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":"2026-08-03T10:46:18.857159Z","title":"Nature Machine Intelligence1(5), 206–215 (2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.857159Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:eea013d9bf95378aec773e7ede3cddf1f6574e3e171da77e99d7175e0cb7e4fb","observation_id":"38911739-515c-4603-bb7d-1c178e1b9500","resolution":{"observed_at":"2026-08-03T10:46:18.857159Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2007.04612","last_updated":"2020-12-29T00:32:21Z","snapshot_observed_at":"2026-08-04T00:27:09.826421Z","submitted_at":"2020-07-09T07:47:28Z","title":"Concept Bottleneck Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2007.04612","snapshot_observed_at":"2026-08-03T10:46:18.972986Z","title":"ICMLabs/2007.04612(2020)","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:18.972986Z"},"links":{"cited_paper":"/paper/2007.04612","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:0c161c9b4c3b618210591a53812b6a2f59907bec275fbbcdd4a23487432261c0","observation_id":"eb212bfd-3657-4f81-8bd2-6ec5d4c71649","resolution":{"observed_at":"2026-08-03T10:46:18.972986Z","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":"2026-08-03T10:46:19.142462Z","title":null,"venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.142462Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:35fea7da8967d9f0a94502739213ba307e1df0fff524bdbf743b890ca2042045","observation_id":"1737170a-d636-4bb2-b1fa-27a85d7d195d","resolution":{"observed_at":"2026-08-03T10:46:19.142462Z","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":"2026-08-03T10:46:19.406188Z","title":"Chest149(3), 631–638 (2016)","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.406188Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:e6a637d5f6867e772148f7ce8d18db926e59ffb81de199c193896030f47f53cf","observation_id":"c9dfa045-4638-491b-9f88-429e3f1beeab","resolution":{"observed_at":"2026-08-03T10:46:19.406188Z","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":"2026-08-03T10:46:19.574732Z","title":"In: StatPearls","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.574732Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:ed3cc1a0f70028a11f9953490647689c0a66cd5ddc9eed29b43d7846445ca69c","observation_id":"7ccb02c7-09be-4807-97e5-135209cd0a47","resolution":{"observed_at":"2026-08-03T10:46:19.574732Z","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":"2026-08-03T10:46:19.689124Z","title":"In: StatPearls","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.689124Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:ce125b4a9378015b23d1e9be1c6ae95b0be4134acd05a339fc16106a1c6be070","observation_id":"8f03d4b6-aa68-4ded-9727-8e34cc361ab5","resolution":{"observed_at":"2026-08-03T10:46:19.689124Z","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":"2026-08-03T10:46:19.774240Z","title":"BMJ353, 2416 (2016)","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.774240Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:c6e76b0e83bd50fd601283f014c27ed5c6dea807fe12e696067d2c9d4f42b26a","observation_id":"04c0a7c3-f79a-44d6-946c-0514ae214080","resolution":{"observed_at":"2026-08-03T10:46:19.774240Z","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":"2026-08-03T10:46:19.881952Z","title":"BMJ369, 1328 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:19.881952Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:4c3b5b9c388111737ac5e78bf3688215e1d69919c8bb43f10e67b8f35686c03d","observation_id":"b82ac282-2968-4abb-b657-5fde93f92944","resolution":{"observed_at":"2026-08-03T10:46:19.881952Z","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":"2026-08-03T10:46:20.016435Z","title":"JAMA Netw","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.016435Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:a842ca57f50421bf9e203cb03dcb5f56f4856fc979231f6d44821cad36945a2d","observation_id":"a5b30dae-a9d1-4240-aaa1-c2c84096f714","resolution":{"observed_at":"2026-08-03T10:46:20.016435Z","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":"2026-08-03T10:46:20.162050Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.162050Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:ef43bda8d6988c9290b0026b471ca7e149767034087f33170ad382dea7327eb7","observation_id":"ae950524-036d-465d-9654-d5d5e8276463","resolution":{"observed_at":"2026-08-03T10:46:20.162050Z","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":"2026-08-03T10:46:20.226493Z","title":"In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.226493Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:83e8d2a51f659692ab243e85d209b278ccf0ca07a08a4987ed97f755fe857d81","observation_id":"0c81a2c2-c438-4c57-a708-ac1e518d4479","resolution":{"observed_at":"2026-08-03T10:46:20.226493Z","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":"2026-08-03T10:46:20.303410Z","title":"NPJ Digit","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.303410Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:02b846502faecafff2acb8f5d8416aab87c392cdd6fabbaf0eb7294fed0d1172","observation_id":"c34307c5-c1eb-417b-9ea1-2638d912a18b","resolution":{"observed_at":"2026-08-03T10:46:20.303410Z","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":"2026-08-03T10:46:20.471558Z","title":"World Neurosurg.134, 311–322 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.471558Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:0bf7fa8a7206b08cde303b7b3ea20e8f6bd51c3c6fbb8fefc63bd2a792e32968","observation_id":"27decaae-f235-42a8-8ca7-73f33ae0eb9a","resolution":{"observed_at":"2026-08-03T10:46:20.471558Z","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":"2026-08-03T10:46:20.740878Z","title":"Nature (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.740878Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:557e7f0c88ef12388d5aa0aa1b6a454276248c8112b9a6871831affafc3d051d","observation_id":"cd7ad5b6-3efd-4b9c-a406-c08516a202b6","resolution":{"observed_at":"2026-08-03T10:46:20.740878Z","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":"2026-08-03T10:46:20.990469Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:20.990469Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:3c799742b75eb5ee4bb63c4ae70d5ca6796bb1ac49fa9fb23751209d5b183782","observation_id":"68a01f1f-bdcf-463c-8bb3-4f6427a16bda","resolution":{"observed_at":"2026-08-03T10:46:20.990469Z","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":"2026-08-03T10:46:21.159528Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:21.159528Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:61f30cc7285520b68d85f29291f49cdc43637182880a76dd6d5e08d7d446e397","observation_id":"2e26a147-b739-48b3-bf82-174397b8f750","resolution":{"observed_at":"2026-08-03T10:46:21.159528Z","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":"2026-08-03T10:46:21.332566Z","title":"Empirical Methods in Natural Language Processing, 1998–2022 (2022)","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:21.332566Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:2d3a5ddf4e3d85621cacb0f7fcc8a32c2b8e627dbc15312ee4d00d000b29c234","observation_id":"71570a90-ad8d-4fab-9c6a-127af6032c53","resolution":{"observed_at":"2026-08-03T10:46:21.332566Z","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":"2026-08-03T10:46:21.554923Z","title":"NPJ Digit","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:21.554923Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:2b9b80c849efd669762bb0eb63a4e82edfb73b0e855fa0c14104b60b186269d1","observation_id":"b11ef695-7411-4dbd-b0d1-3c926a0cc0e7","resolution":{"observed_at":"2026-08-03T10:46:21.554923Z","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":"2026-08-03T10:46:21.768602Z","title":"npj Digital Medicine7(1), 1–14 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:21.768602Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:82a1746b681950ec8381e2a6593ef9e0cb84e45a02e9b7cfeb5dd8b48d508054","observation_id":"a162ed2c-c675-41e1-abe4-a42845a9e404","resolution":{"observed_at":"2026-08-03T10:46:21.768602Z","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":"2026-08-03T10:46:21.998828Z","title":"International Conference on Learning Representations (2023) [cs.LG]","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:21.998828Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:9c9d36b0f8f331d499382394efc8adce417d551fd0921ef7aaeb9b6277545a24","observation_id":"70391274-f53f-49e3-8421-a8a45e8b142a","resolution":{"observed_at":"2026-08-03T10:46:21.998828Z","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":"2026-08-03T10:46:22.275959Z","title":"In: The 2023 Conference on Empirical Methods in Natural Language Processing (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:22.275959Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:e02e2802f6f7495970956e96b7966c73f4e5ea84e3d8641ad5b1cdc862728151","observation_id":"30158f71-484e-45fa-87ae-7ed829affd4b","resolution":{"observed_at":"2026-08-03T10:46:22.275959Z","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":"2026-08-03T10:46:22.484439Z","title":"Advances in Neural Information Processing Systems37, 124137–124162 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:22.484439Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:98ba7eefa53db9ce45bf2a3181fbe6948e5fae14a1c710955dd6609f48dfd594","observation_id":"5d0a48a0-b632-4104-9f88-16f74e9259a9","resolution":{"observed_at":"2026-08-03T10:46:22.484439Z","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":"2026-08-03T10:46:22.750373Z","title":"In: European Conference on Computer Vision, pp","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:22.750373Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:f43d813bcbcfe8dbf3f2b28f651185d94889136794c0adffb3396c3b07859722","observation_id":"e699f082-64fb-4038-b79c-fd4bcbc94150","resolution":{"observed_at":"2026-08-03T10:46:22.750373Z","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":"2026-08-03T10:46:22.952795Z","title":"In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:22.952795Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:5c793c0fd430686669e19568d7a94867cec42a9061e99b2418231e08e9f39bea","observation_id":"06de0e18-2a67-43bd-9f49-e6a26dd33a8c","resolution":{"observed_at":"2026-08-03T10:46:22.952795Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.19660","last_updated":"2024-04-03T14:29:03Z","snapshot_observed_at":"2026-07-06T16:40:35.590974Z","submitted_at":"2023-10-30T15:41:32Z","title":"Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.19660","snapshot_observed_at":"2026-08-03T10:46:23.142604Z","title":"arXiv preprint arXiv:2310.19660 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.142604Z"},"links":{"cited_paper":"/paper/2310.19660","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:9da7a8eb69f73dd6fc2ad2d2fbcaf5fc66dc45e726274bec6d359bc2a731733e","observation_id":"515709fd-0438-4714-8366-ee2c31df5d56","resolution":{"observed_at":"2026-08-03T10:46:23.142604Z","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":"2026-08-03T10:46:23.247166Z","title":"In: Proceedings of the CHI Conference on Human Factors in Computing Systems, vol","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.247166Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:666d785d74d6772155b1eebbcecdf5f72c76a7b95ccb2f8ec7d34846e72f1d64","observation_id":"df511756-490e-4b74-8418-97436f77dbac","resolution":{"observed_at":"2026-08-03T10:46:23.247166Z","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":"2026-08-03T10:46:23.399514Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.399514Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:e050a2a605a13e2017f2c4f2d72784abe20b6ca5b512132f7f44db07097e6d19","observation_id":"2da97797-3a42-4eea-924a-9a74f4062db3","resolution":{"observed_at":"2026-08-03T10:46:23.399514Z","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":"2026-08-03T10:46:23.593628Z","title":null,"venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.593628Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:346c34044e7c3d41ec67a70b6f49ecf642fe748a8b39970105bc43022e15391f","observation_id":"7e425c5d-729b-4149-bbc8-a66d07adeae1","resolution":{"observed_at":"2026-08-03T10:46:23.593628Z","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":"2026-08-03T10:46:23.732737Z","title":null,"venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.732737Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:bb5de324b8b6ea938676d9c756a05bffde5159d52675dfea402c8fe7bb5e5f2f","observation_id":"48019573-937a-4b8e-9ff4-bbe7994aa0ab","resolution":{"observed_at":"2026-08-03T10:46:23.732737Z","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":"2026-08-03T10:46:23.808034Z","title":"Pediatric radiology32(4), 228–231 (2002)","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.808034Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:05270936495df666532b9240a5560cfe3a183ccaa348e914c173e7926cb07358","observation_id":"9a8a890b-abbd-4d79-b551-d1594cd43058","resolution":{"observed_at":"2026-08-03T10:46:23.808034Z","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":"2026-08-03T10:46:23.912806Z","title":"New England journal of medicine357(22), 2277–2284 (2007)","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:23.912806Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:ca3aa9db7d3eee4e521e9cfac4947e9d905fb761b3bc4bf4783fcd94210faacd","observation_id":"ad00564a-7962-4568-8eb6-0096853ffb50","resolution":{"observed_at":"2026-08-03T10:46:23.912806Z","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":"2026-08-03T10:46:24.102811Z","title":"Annals of emergency medicine64(2), 145–152 (2014)","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.102811Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:8135a4988cf205d52875e54301e48429c98b4584d11b82400b84e431e8c7ef85","observation_id":"2e57203f-2a75-4624-a3af-f50973fc225f","resolution":{"observed_at":"2026-08-03T10:46:24.102811Z","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":"2026-08-03T10:46:24.272455Z","title":"The Lancet Child & Adolescent Health8(5), 339–347 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.272455Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:c7de496da744005660f765a1a96c750588304a1f291ac7907385df80117780cf","observation_id":"93a35258-3457-42cb-b3d0-bb35c6820335","resolution":{"observed_at":"2026-08-03T10:46:24.272455Z","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":"2026-08-03T10:46:24.415588Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.415588Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:3d94c310a5dd82c7dcf8996bda7aeae73be383cc5a082b08706d77cd65a3de44","observation_id":"a77e018b-a015-4d88-aaac-48159eab4a54","resolution":{"observed_at":"2026-08-03T10:46:24.415588Z","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":"2026-08-03T10:46:24.571570Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.571570Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:251cdbb8570efbfcc0481d7b6b5826c96bd20da62a362d3893c6805399d4e8ae","observation_id":"6e9de2fb-8bec-4110-902e-da7d20225679","resolution":{"observed_at":"2026-08-03T10:46:24.571570Z","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":"2026-08-03T10:46:24.722577Z","title":"Anesthesiology104(1), 65–72 (2006)","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.722577Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:c1bd4026991bcca61ff4b5212b7366e7f22109472d91a39e43b5da66e42eb8ab","observation_id":"5890e56c-db7d-4544-a176-08a0f0bddbb3","resolution":{"observed_at":"2026-08-03T10:46:24.722577Z","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":"2026-08-03T10:46:24.854547Z","title":"Journal of the American Society of Nephrology16(1), 162–168 (2005)","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:24.854547Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:da9237ac33672782687f8b4576d7790df10409a25cd5750ad17e9768d4d29a9f","observation_id":"f900b0d5-3678-484b-bff2-a7d81c259d99","resolution":{"observed_at":"2026-08-03T10:46:24.854547Z","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":"2026-08-03T10:46:25.016036Z","title":"Circulation95(4), 878–884 (1997)","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.016036Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:d298498c80751e5ca7d05d86b560b2b91512ace5dc0755191747c484757a6730","observation_id":"7cc217bc-2a8a-4042-acb2-e95cfbfcb304","resolution":{"observed_at":"2026-08-03T10:46:25.016036Z","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":"2026-08-03T10:46:25.235233Z","title":"Jr: Development and validation of an acute kidney injury risk index for patients undergoing general surgery: results from a national data set: Results from a national data set","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.235233Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:d44e2307c3e767f581ad0dd7cb4892ad49374307965a4b5cd14d535d67393ddb","observation_id":"ec46cd07-2639-4b2f-a31a-170c786d6599","resolution":{"observed_at":"2026-08-03T10:46:25.235233Z","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":"2026-08-03T10:46:25.426863Z","title":"KDIGO clinical practice guideline for acute kidney injury","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.426863Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:8debd111af1f9015c063207e469af7b5c14401b69f7d4e30b0b7c446a9686128","observation_id":"55d99063-4103-4373-a417-8fe354512307","resolution":{"observed_at":"2026-08-03T10:46:25.426863Z","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":"2026-08-03T10:46:25.604851Z","title":"Lancet Digit Health2(9), 489–492 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.604851Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:5490c836afda163acad005730d86b6206bd01c75e5e962361d0a547fdbfcf4a9","observation_id":"5af37eca-404f-4536-85c4-94ec4089ced1","resolution":{"observed_at":"2026-08-03T10:46:25.604851Z","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":"2026-08-03T10:46:25.730892Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.730892Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:c9a72471b4202a311969c4f3365b66120d4d5aab011c5ff61d6cc290d2a98921","observation_id":"b5965eb2-dd8b-409e-b58a-8c4f81af5771","resolution":{"observed_at":"2026-08-03T10:46:25.730892Z","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":"2026-08-03T10:46:25.865879Z","title":"In: The Thirteenth International Conference on Learning Representations (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:25.865879Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:7bc3243bcf71e9892b0e0db1282157ce9966a10ce9e235b242820167c873cea9","observation_id":"c25fdb24-aa03-407c-b03c-78585f725e94","resolution":{"observed_at":"2026-08-03T10:46:25.865879Z","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":"2026-08-03T10:46:26.046502Z","title":"Nature625(7995), 468–475 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.046502Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:cfe41962e7741a12ee7be1f86e6b5bd274d4120aa403da202eb4ddb9b3a67811","observation_id":"97154ece-114e-4c13-bbc4-d486d1b8c25d","resolution":{"observed_at":"2026-08-03T10:46:26.046502Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.13131","last_updated":"2025-06-16T06:37:18Z","snapshot_observed_at":"2026-08-07T04:21:43.190472Z","submitted_at":"2025-06-16T06:37:18Z","title":"AlphaEvolve: A coding agent for scientific and algorithmic discovery","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.13131","snapshot_observed_at":"2026-08-03T10:46:26.171196Z","title":"arXiv preprint arXiv:2506.13131 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.171196Z"},"links":{"cited_paper":"/paper/2506.13131","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:3a53d379367f9aeee900ef626e0ca0cbd6141522adcd2f8432b340944c1e7358","observation_id":"7b2d10ce-bf15-4518-a102-b63e562e23b2","resolution":{"observed_at":"2026-08-03T10:46:26.171196Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.01848","last_updated":"2023-01-26T19:14:18Z","snapshot_observed_at":"2026-08-04T21:07:47.117104Z","submitted_at":"2022-10-04T18:32:14Z","title":"Explaining Patterns in Data with Language Models via Interpretable Autoprompting","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.01848","snapshot_observed_at":"2026-08-03T10:46:26.290923Z","title":"arXiv preprint arXiv:2210.01848 (2022)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.290923Z"},"links":{"cited_paper":"/paper/2210.01848","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:861ab287ec50454fb5476f2870aa867657525d1789b4498663c468e9c097ffc3","observation_id":"a9a9660f-b018-4f8f-af7a-42297880cf45","resolution":{"observed_at":"2026-08-03T10:46:26.290923Z","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":"2026-08-03T10:46:26.419024Z","title":"Simon and Schuster, ??? (2021)","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.419024Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:fe66c6ecdea0cec55474bbcc10b8989139b835f9ca9b3bdd23e7ae6f69a1b899","observation_id":"a0e1b1f6-ef15-4500-a4bb-7ac785ce6e0f","resolution":{"observed_at":"2026-08-03T10:46:26.419024Z","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":"2026-08-03T10:46:26.589543Z","title":"Artificial Intelligence Review56(4), 3005–3054 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.589543Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:e6f888b8a44507fa4d7336341e939445e35aaeb3202005b29e660f58cbee5753","observation_id":"4affe17b-1af0-44d2-8fa8-062b8fa6e3d3","resolution":{"observed_at":"2026-08-03T10:46:26.589543Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2012.02898","last_updated":"2020-12-04T23:41:05Z","snapshot_observed_at":"2026-08-09T10:56:34.485270Z","submitted_at":"2020-12-04T23:41:05Z","title":"Learning Interpretable Concept-Based Models with Human Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.02898","snapshot_observed_at":"2026-08-03T10:46:26.664144Z","title":"arXiv preprint arXiv:2012.02898 (2020)","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.664144Z"},"links":{"cited_paper":"/paper/2012.02898","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:0281eab1dfd02df06c07b8f320568c79cd584f6d7e67e3b92b1f249a1617956a","observation_id":"de3eee5f-127c-4248-812f-ed45ad46b587","resolution":{"observed_at":"2026-08-03T10:46:26.664144Z","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":"2026-08-03T10:46:26.773356Z","title":"NPJ digital medicine8(1), 629 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.773356Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:2e13bc940f1669c123b1d74b2b934f845f9d2aadf5e62ca66ce98e627648b188","observation_id":"405d1284-68fd-40bb-80f3-83ca447eb158","resolution":{"observed_at":"2026-08-03T10:46:26.773356Z","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":"2026-08-03T10:46:26.845924Z","title":"In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, pp","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.845924Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:6082bb767a74ebd314805c89fd1eae9254375b6a6b30d43b1377cfe17faa9860","observation_id":"28d8e24f-f062-4a35-a167-144b7b18d636","resolution":{"observed_at":"2026-08-03T10:46:26.845924Z","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":"2026-08-03T10:46:26.903122Z","title":"In: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, pp","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.903122Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:73726221a15f7422b06c87e188f71508af4ebd6ab15b893dce275903d506ca77","observation_id":"2ef5fcc9-f2e8-4dfb-b0c9-adbad818725a","resolution":{"observed_at":"2026-08-03T10:46:26.903122Z","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":"2026-08-03T10:46:26.954142Z","title":"In: Forty-second International Conference on Machine Learning","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:26.954142Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:76684e970ac123f8a9a13177bd27530e6c257e2afaf51e2b8b1be7bc3a5ab9a1","observation_id":"808a4f29-c082-40e9-9a3d-2a3d04c3c1ca","resolution":{"observed_at":"2026-08-03T10:46:26.954142Z","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":"2026-08-03T10:46:27.011941Z","title":"In: Proceedings of the Aaai Conference on Artificial Intelligence, vol","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.011941Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:de950f5721e3c603d4a32285d825abfec860f6c2debe30d9747b81549bf0f247","observation_id":"1dafa793-2c3d-4d3a-bd55-7baf1eff2365","resolution":{"observed_at":"2026-08-03T10:46:27.011941Z","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":"2026-08-03T10:46:27.043847Z","title":"Machine Learning102(3), 349–391 (2016)","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.043847Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:3f78112663d73c0d44fb1c85290c3f6cda1bf4f35ddbaa32e0fc00f1c013cb4f","observation_id":"ef23d41a-b832-4554-8f9a-5c5e5e5f971f","resolution":{"observed_at":"2026-08-03T10:46:27.043847Z","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":"2026-08-03T10:46:27.104819Z","title":"In: International Conference on Machine Learning, pp","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.104819Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:03778e390dfea1c7cf3ad60d4f0f8691b84424d414cd06ab8944d3a283b9b6d5","observation_id":"6a125b56-8fe5-4e10-99e3-857c4414ffc1","resolution":{"observed_at":"2026-08-03T10:46:27.104819Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.26433","last_updated":"2026-04-05T14:55:37Z","snapshot_observed_at":"2026-08-02T08:31:17.320843Z","submitted_at":"2025-09-30T15:54:08Z","title":"ACT: Agentic Classification Tree","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.26433","snapshot_observed_at":"2026-08-03T10:46:27.210023Z","title":"arXiv preprint arXiv:2509.26433 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.210023Z"},"links":{"cited_paper":"/paper/2509.26433","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:7070b65818d74388287ea105bcf4db856dc62f3cfbe2093c2031e3784a24d86c","observation_id":"2dfd361b-8a85-434b-b247-5c60b15afde9","resolution":{"observed_at":"2026-08-03T10:46:27.210023Z","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":"2026-08-03T10:46:27.289865Z","title":"In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.289865Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:ac03e2a6e78aa335c53caa2f7db845c23a49c915e612ed078512f9bdf7124cb4","observation_id":"d777748a-8037-4a7e-aaf8-50a49df62a54","resolution":{"observed_at":"2026-08-03T10:46:27.289865Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06352","last_updated":"2024-10-08T20:42:19Z","snapshot_observed_at":"2026-08-04T06:42:47.689809Z","submitted_at":"2024-10-08T20:42:19Z","title":"Tree-Based Leakage Inspection and Control in Concept Bottleneck Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.06352","snapshot_observed_at":"2026-08-03T10:46:27.464944Z","title":"arXiv preprint arXiv:2410.06352 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.464944Z"},"links":{"cited_paper":"/paper/2410.06352","citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:27624e9596e3b460da7dd1a268b40efc4270fc50adf941ef40516b2f8b71fec7","observation_id":"76d447b9-d15c-45ef-bc77-b7536e4a50eb","resolution":{"observed_at":"2026-08-03T10:46:27.464944Z","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":"2026-08-03T10:46:27.536617Z","title":"Journal of Open Source Software6(61), 3192 (2021) https://doi.org/10.21105/ joss.03192","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.536617Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:7ea86bc5875b46e8ae79a8598c67293f649932af7aa76207928652a2cb17ab42","observation_id":"12e8cdb6-2d66-4798-90fe-565d30f93dc8","resolution":{"observed_at":"2026-08-03T10:46:27.536617Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-03T10:46:27.737289Z","title":"Scientific reports15(1), 6179 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.737289Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:64a1568da13ff360d0592fb8f09c2d98f270369a4be0200df97cd15b5a773b44","observation_id":"73466485-6eb6-4438-b60e-a3189e74d554","resolution":{"observed_at":"2026-08-03T10:46:27.737289Z","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":"2026-08-03T10:46:27.840066Z","title":"In: Mechanistic Interpretability Workshop at NeurIPS 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.840066Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:a87c1d3a01331f2256b908a0787c8a3aa9a01422d48034cc03ebc2ac05e2df57","observation_id":"9fcc4980-aa0a-4d36-863d-02d5923fa751","resolution":{"observed_at":"2026-08-03T10:46:27.840066Z","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":"2026-08-03T10:46:27.893299Z","title":"In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.893299Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:a2a2fb1be5050ad09c4cd24853025652c9d8fd17d615a27adb44dd16c5be72db","observation_id":"799b2057-865b-4968-8ea0-5510a0430287","resolution":{"observed_at":"2026-08-03T10:46:27.893299Z","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":"2026-08-03T10:46:27.993487Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:27.993487Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:f9e9275cfd08ac36c71ac3e6e550d25d48abe2a04a8878f95bf55365482a51b0","observation_id":"79483bb9-4bc9-43cc-97d3-9483fa9e898d","resolution":{"observed_at":"2026-08-03T10:46:27.993487Z","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":"2026-08-03T10:46:28.154842Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:28.154842Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:8246ce3e058227fc4eb40b84b36cdcbc39a50112d1b2b52600a72a378dbc38c2","observation_id":"c2e91d05-c54c-45c9-9c78-2b71d636f0cb","resolution":{"observed_at":"2026-08-03T10:46:28.154842Z","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":"2026-08-03T10:46:28.250421Z","title":"protective factor","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-03T10:46:28.250421Z"},"links":{"citing_paper":"/paper/2601.09072"},"observation_digest":"sha256:4beda68fe7b92e82ab76dbcbadebbef124f88cc8471bba14b945c08422a3a5df","observation_id":"68a68314-8bbc-4c3d-9ed8-5a1b6fb27263","resolution":{"observed_at":"2026-08-03T10:46:28.250421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2601.09072","last_updated":"2026-01-14T02:04:34Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-06T20:41:16.674907Z","submitted_at":"2026-01-14T02:04:34Z","title":"Human-AI Co-design for Clinical Prediction Models"},"reference_resolution":{"displayed":70,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":69,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":70},"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 70 of 70 outbound references and 3 inbound Pith citation observations for arXiv:2601.09072."}