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Paper Citation Record · LEDGER

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments

As of 10 August 2026, this Paper Citation Record lists 100 of 201 outbound references and 0 inbound Pith citation observations for arXiv:2608.07418.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.07418 v1

Coverage vector

measured 100 of 201 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:59:12.643690Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 201 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved97
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d06edc87-7812-4e96-a458-03daaf073c12 · outbound

This paper cites 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pages=

Reference 1

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Observation 83b6d2bb-71b3-450d-9090-ff45f04c68b1 · outbound

This paper cites 2018 IEEE International Conference on Robotics and Automation (ICRA) , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2018 IEEE International Conference on Robotics and Automation (ICRA) , pages=

Reference 2

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Observation 7fef4e36-f209-47a4-b322-cd26cb020e99 · outbound

This paper cites Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey

Reference 3

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Observation b52a3c41-f0d6-421c-8748-681dead6004d · outbound

This paper cites Solving Rubik's Cube with a Robot Hand.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Solving Rubik's Cube with a Robot Hand

Reference 4

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Observation dc36f142-f4ec-4c88-ba40-e696e9e00849 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 5

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Observation dbb58fed-5b20-4d0f-b250-096c4958cf43 · outbound

This paper cites and Veness, Joel and Bellemare, Marc G.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments and Veness, Joel and Bellemare, Marc G

Reference 6

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Observation 4859f978-86ee-4714-901e-2895db31c507 · outbound

This paper cites Learning Navigation Behaviors End-to-End With AutoRL , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Learning Navigation Behaviors End-to-End With AutoRL , year=

Reference 7

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Observation d19e2085-5e29-4d37-8583-1fcc10fd1e8c · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 8

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Observation 7d7e7605-5ba8-4df8-a379-19f3c9f53461 · outbound

This paper cites Environment Generation for Zero-Shot Compositional Reinforcement Learning , url =.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Environment Generation for Zero-Shot Compositional Reinforcement Learning , url =

Reference 9

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Observation 7fb51183-9c15-476b-9071-84107ae48cc7 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 10

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Observation 5f05f2ad-b78e-4d27-ae5f-ba1a800593f0 · outbound

This paper cites Advancing conversational diagnostic AI with multimodal reasoning.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advancing conversational diagnostic AI with multimodal reasoning

Reference 11

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Observation 2eff7906-a223-4c34-80a2-4eda160e575b · outbound

This paper cites Towards physician-centered oversight of conversational diagnostic.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Towards physician-centered oversight of conversational diagnostic

Reference 12

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Observation 049717c5-cbc2-43d4-a989-f8e8e2d9d6fa · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 13

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Observation 4e0c0fd5-ba2e-4db9-8578-37c3bf062027 · outbound

This paper cites 2025 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2025 , publisher=

Reference 14

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Observation 9af158d6-d2ea-4e26-aa3b-48aa07f88241 · outbound

This paper cites The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Reference 15

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Observation d283be22-59ba-480a-bdef-763e2d39ee26 · outbound

This paper cites Towards conversational AI for disease management.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Towards conversational AI for disease management

Reference 16

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verified exact
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 33e0fb3a-f338-4586-9dad-4b4fe5a64464 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 17

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Observation 2829ecda-66ce-401c-aa8b-a83b030acc06 · outbound

This paper cites Nature Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature Medicine , volume=

Reference 18

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Observation 974e02d3-4317-4dbd-aa9e-0ef1d03b97c4 · outbound

This paper cites A prospective clinical feasibility study of a conversational diagnostic.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments A prospective clinical feasibility study of a conversational diagnostic

Reference 19

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Observation 43c6ce80-f749-426e-8d6e-fb32f4aec351 · outbound

This paper cites Can large language models reason about medical questions?.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Can large language models reason about medical questions?

Reference 20

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T04:59:12.370585Z digest=sha256:8efc43eaf10822c4542f9c4d6b1b13ed13a1160beb9c439f7cafecb3f559c94b

Observation 6146e0ff-3350-4fe6-b607-e6251b07507f · outbound

This paper cites Nature Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature Medicine , volume=

Reference 21

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Observation 70c43cb3-3695-4621-806a-517e9480fbe2 · outbound

This paper cites Capabilities of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Capabilities of

Reference 22

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Observation 6da05644-c51a-42e4-953d-1ed2ff4f05df · outbound

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ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 23

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Observation 003cb7e6-56fc-4fa0-b450-7b8cfbe4a0dd · outbound

This paper cites Evaluation of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Evaluation of

Reference 24

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Observation 09a05256-af46-4c50-b694-ffa203ae2cf7 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 25

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Observation a3ac4bea-878c-4081-a24c-5cb5b1412f52 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 26

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source=arxiv_source observed=2026-08-10T04:59:12.390726Z digest=sha256:4a4e90a9194e19eae89b9c897c3ae34e7b273011bd0d19d7c7484ee12c064e74

Observation 1e44d939-a4ef-42ef-b05d-02a8c7efbbeb · outbound

This paper cites Capabilities of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Capabilities of

Reference 27

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Observation bf7ffc82-5862-49ef-a6f8-a4dbbc07fea4 · outbound

This paper cites Mastering the Game of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering the Game of

Reference 28

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Observation 07b802a0-150c-4630-b5d6-54b1d8756323 · outbound

This paper cites Mastering the Game of.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering the Game of

Reference 29

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Observation 1786e757-b496-4ee1-ab88-b0ce340a2873 · outbound

This paper cites Mastering.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Mastering

Reference 30

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Observation ba84167d-4002-49ef-af47-7f0bf9a6f372 · outbound

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ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 31

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Observation c03a25c1-8658-4a6f-a7cb-947263121675 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 32

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Observation 08778d35-8a17-4cf3-ab22-b2c76475100e · outbound

This paper cites Grandmaster level in.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Grandmaster level in

Reference 33

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Observation 222f6e03-d00b-41a8-9a3e-a05fad266017 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 34

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Observation 2e015b16-a841-45d0-a0ca-f116be45c1fc · outbound

This paper cites Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence , year=

Reference 35

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Observation 9ef0591e-260b-4896-be02-6da39aac8bd7 · outbound

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ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , pages=

Reference 36

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Observation 18eaf3f9-69db-4eaf-8edf-4c027669d66d · outbound

This paper cites Proceedings of the 2nd Machine Learning for Healthcare Conference , series=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2nd Machine Learning for Healthcare Conference , series=

Reference 37

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Observation eab3fec0-313e-4cbb-a823-5934de5cd20a · outbound

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ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=

Reference 38

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Observation 0b3908df-7382-412d-ac20-61c5d467601c · outbound

This paper cites Proceedings of the Second Seattle Symposium in Biostatistics , series=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the Second Seattle Symposium in Biostatistics , series=

Reference 39

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Observation c1ed9ebc-f41e-48e6-ac26-cd6a6ee6a404 · outbound

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ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Annual Review of Statistics and Its Application , volume=

Reference 40

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source=arxiv_source observed=2026-08-10T04:59:12.437002Z digest=sha256:84f1988e366c9cb285c0443fa9478fab589416236e392fc09f5892383b8454f8

Observation 477ad044-dcd8-4744-8556-e556af9a2ad4 · outbound

This paper cites Machine Learning , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Machine Learning , volume=

Reference 41

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source=arxiv_source observed=2026-08-10T04:59:12.440240Z digest=sha256:26507a2e88bfb90f0ac25a2346374e083024a2965d87638ea17bbda14bdde1e5

Observation e0899d04-e251-44ae-ac7f-0ef996c3d0f6 · outbound

This paper cites Clinical Data Based Optimal.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Clinical Data Based Optimal

Reference 42

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source=arxiv_source observed=2026-08-10T04:59:12.443606Z digest=sha256:0af3dea48a9a5a0f4ee380667a0b043a16456edd54355ba67218b15180be571f

Observation 1d8fa930-cc04-4aa2-ae00-f3e861f4d3ac · outbound

This paper cites Medical Physics , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Medical Physics , volume=

Reference 43

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no resolver link, observed 2026-08-10T04:59:12.446972Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.446972Z digest=sha256:102fdb99ed3a70f0ed4d6b299c7da4e38e8b3795402e85ff7d6fd063cc14fae8

Observation fd911198-de81-4ec6-99eb-3e30d9559ebf · outbound

This paper cites Machine Learning for Healthcare Conference , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Machine Learning for Healthcare Conference , year=

Reference 44

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no resolver link, observed 2026-08-10T04:59:12.450290Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.450290Z digest=sha256:be44756bade02c3560fcec9d8cec211a4dfda8f879d57f3513d13993fac8b2b1

Observation aa3ad4dc-06e0-4eef-9600-ff722fcc5a4c · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments IEEE Journal of Biomedical and Health Informatics , volume=

Reference 45

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no resolver link, observed 2026-08-10T04:59:12.453833Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.453833Z digest=sha256:d1f1143f93459fa47a6e28514bfde5378c9030f7fc31fd9b5440bf7a75346ea5

Observation b87ffdb0-8ad0-4c3e-8a9a-a5725e0d542d · outbound

This paper cites Journal of Medical Internet Research , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of Medical Internet Research , volume=

Reference 46

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no resolver link, observed 2026-08-10T04:59:12.457166Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.457166Z digest=sha256:0f2f82289b2d7e3745990822cfd8e6905a79dfc7ac83e60385fa875a1f66302d

Observation b2c4cb0f-7b15-48ed-a5ed-03b974c05829 · outbound

This paper cites Artificial Intelligence in Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Artificial Intelligence in Medicine , volume=

Reference 47

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no resolver link, observed 2026-08-10T04:59:12.460219Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.460219Z digest=sha256:15b99c719bfcaad13c73a6192e05686f54d8379821cbeb5cdd0be325f75670c9

Observation d9652e46-336c-471c-bb23-8abfc1779f40 · outbound

This paper cites Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , year=

Reference 48

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.463551Z digest=sha256:ab994fd7418c03a4a20d4f7cf8f8d5c12a0c9ee2d0ca65a66bdddef7bbc51a96

Observation 6ae3e9d6-3bbf-4d3b-be34-698ce712c5ae · outbound

This paper cites Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing , year=

Reference 49

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no resolver link, observed 2026-08-10T04:59:12.466695Z

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source=arxiv_source observed=2026-08-10T04:59:12.466695Z digest=sha256:d6d7a91e425545f1ef6a6ae82d8c26cb085b708a0b50236815e869e0382e3062

Observation 6a5b51ab-eacb-47c9-89ed-7d046effcb3c · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-10T04:59:12.470071Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.470071Z digest=sha256:92ea0a715035809721c21637066e9bbfa3acb618e3f95ba38e1c6a651de1d144

Observation c501ea25-6f7a-46e9-87ae-424991cf94ae · outbound

This paper cites Academic Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Academic Medicine , volume=

Reference 51

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no resolver link, observed 2026-08-10T04:59:12.473255Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.473255Z digest=sha256:b5000e29884e98792784e371037359fe90c071f10d94e888b61003ba825f0f32

Observation 4dde0f9b-ae39-420b-a114-1b6cc883f91a · outbound

This paper cites Personality and Individual Differences , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Personality and Individual Differences , volume=

Reference 52

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no resolver link, observed 2026-08-10T04:59:12.476519Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.476519Z digest=sha256:6a28ffac67a520ae433b7c18444a3322645cf40513098c94df60638a8799dd4a

Observation aeba4dfb-81f2-446e-a05b-e7ebfc39909f · outbound

This paper cites Journal of documentation , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of documentation , volume=

Reference 53

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no resolver link, observed 2026-08-10T04:59:12.480095Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.480095Z digest=sha256:81e8d1ea6c850e5c084f383d0aa3a63c115f106956d59ad8fe4a40e8112d93f2

Observation 69aed678-a206-4fb6-b994-df499cd5861f · outbound

This paper cites Journal of personality , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Journal of personality , volume=

Reference 54

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no resolver link, observed 2026-08-10T04:59:12.483689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.483689Z digest=sha256:dc2c4af361f48ae805bf8a4cc8ba5b55989fe4b01c345d5965c56a925041c08c

Observation 7825c946-14fa-41f7-99fc-a434e3bb03f4 · outbound

This paper cites Scientific data , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Scientific data , volume=

Reference 55

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no resolver link, observed 2026-08-10T04:59:12.487467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.487467Z digest=sha256:b860d10aa1c0a912b7a7899a1310cf993994c283c455ef2aa97ef5304d4c9322

Observation 28e6e0fd-30c6-4aaf-972c-7566c623309f · outbound

This paper cites Intelligent Virtual Agents: 7th International Conference, IVA 2007, Paris, France, September 17-19, 2007.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Intelligent Virtual Agents: 7th International Conference, IVA 2007, Paris, France, September 17-19, 2007

Reference 56

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.490800Z digest=sha256:37ba4355dc61f1d004766ed64da954e9276c125c9c17c9e06d048fe3f53533b3

Observation d0c3bc76-b160-4833-ba1c-035d917c8d38 · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 57

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no resolver link, observed 2026-08-10T04:59:12.494180Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.494180Z digest=sha256:459048ab254d0a8badd81b5935af889a6fe6ede63efa319b874e39f63e7fdb24

Observation f99e957a-2574-4868-a54c-34252bd8a761 · outbound

This paper cites Nejm Ai , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nejm Ai , volume=

Reference 58

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no resolver link, observed 2026-08-10T04:59:12.497468Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.497468Z digest=sha256:137159f6299bf2fc4c6847b6b1405c8b96b39b14506be7b6cf29d23093690b5b

Observation 38c74c3f-91cc-46e9-8ca5-c9f54ca16210 · outbound

This paper cites Proceedings of Machine Learning Research (ML4H) , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of Machine Learning Research (ML4H) , year=

Reference 59

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no resolver link, observed 2026-08-10T04:59:12.500873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.500873Z digest=sha256:83a5329556c2df7232b06ad9ac274ee0a1a79cd358c18bc697c216b26b5f8dd4

Observation 6a236272-0442-443c-b66e-84ecee156b8a · outbound

This paper cites 2024 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2024 , publisher=

Reference 60

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no resolver link, observed 2026-08-10T04:59:12.504351Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.504351Z digest=sha256:2a4e990c2912001ba55d48970871d485c2a942638b19e48ee9087422cdd1437b

Observation dcb96ea8-7c1c-4e26-bd0f-8fbdf6ff26e0 · outbound

This paper cites npj Digital Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments npj Digital Medicine , volume=

Reference 61

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.508026Z digest=sha256:79926658904fe78568ee8f7b34803b0d4514545bba58649022f864036cd70705

Observation 49856618-ac57-4c19-a562-0d869b1ef995 · outbound

This paper cites JAMA , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments JAMA , volume=

Reference 62

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no resolver link, observed 2026-08-10T04:59:12.511297Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.511297Z digest=sha256:21aae8ee3be0ccaf39f53c62a9ed5c4ea1d7886203e2f6f381a6642b34ee1e28

Observation 338e9a1a-d914-49f0-a860-6952871d49ee · outbound

This paper cites Red Teaming Large Language Models for Healthcare.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Red Teaming Large Language Models for Healthcare

Reference 63

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no resolver link, observed 2026-08-10T04:59:12.514801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.514801Z digest=sha256:fe69304e63a3de9a7b824c81fca9b44d405b26e82b27eeaf14fbd9b3ec03ad8a

Observation 03fdebea-f174-4d6c-aa93-8b15c52c6778 · outbound

This paper cites JAMA Network Open , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments JAMA Network Open , volume=

Reference 64

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no resolver link, observed 2026-08-10T04:59:12.518555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.518555Z digest=sha256:99f84453aafdca433b4a4b4fc9228d16786df90e10316ae24c18e7b9397cd0c2

Observation 19a97d10-5381-4c25-9bf2-a313b2080207 · outbound

This paper cites Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine , volume=

Reference 65

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no resolver link, observed 2026-08-10T04:59:12.521810Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.521810Z digest=sha256:b23ae8bb9cded5b9309224ed124b84012532a51a1f0b85c66ea0ac7a4269c0a5

Observation ead895e2-bfb9-4373-a454-cb758e67a6c3 · outbound

This paper cites International Conference on Machine Learning , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments International Conference on Machine Learning , pages=

Reference 66

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no resolver link, observed 2026-08-10T04:59:12.525160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.525160Z digest=sha256:351a436835dd18966c3ec9e572229d792950918bcf3d20940dcc3835ad09041a

Observation bf9e5237-e24d-475e-bca4-b1d28e73b67f · outbound

This paper cites Conference on Health, Inference, and Learning , pages=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Conference on Health, Inference, and Learning , pages=

Reference 67

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no resolver link, observed 2026-08-10T04:59:12.528414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.528414Z digest=sha256:479b33522d98b0573cb9b6714b7f182fd14a9eea78fcdf5fbb9cd920d62a0297

Observation a9e481bd-a602-49d3-9eea-789d29daa022 · outbound

This paper cites Medical education online , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Medical education online , volume=

Reference 68

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no resolver link, observed 2026-08-10T04:59:12.531810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.531810Z digest=sha256:c0ebb8dee863160a48b8128805852b8069d6cd37dbe330ba288d0fc6eb55019a

Observation f2957b08-92a5-408d-aa87-2dc5326d73fd · outbound

This paper cites 2024 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2024 , publisher=

Reference 69

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no resolver link, observed 2026-08-10T04:59:12.535685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.535685Z digest=sha256:62bac0c9c6d17661cf1d8270c7b0270873e6860ca70abb5120aae26031d0e840

Observation df12e5f6-d961-4991-9e8a-abf15b54b3a0 · outbound

This paper cites Nature medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature medicine , volume=

Reference 70

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no resolver link, observed 2026-08-10T04:59:12.539199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.539199Z digest=sha256:50f2d2ec87805e4e1e82944dd8f0e60aa04373661d81c8230bd0529d98892498

Observation aa135325-057c-4aaf-bcf5-8de76b435b3e · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 71

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no resolver link, observed 2026-08-10T04:59:12.542568Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.542568Z digest=sha256:aa2b8e1e0211690faa2e5984f693718817dae85444b4ed1b775d538564d66dc7

Observation b65895ef-14f2-4bdf-868e-eccd5e24e333 · outbound

This paper cites 2026 , organization=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2026 , organization=

Reference 72

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no resolver link, observed 2026-08-10T04:59:12.546051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.546051Z digest=sha256:d8c541066c519753229a5b7570e7bb643436c67988b9bc1e706cc6251bf2fb08

Observation fd2cbd27-d934-4139-9181-e0033b32ce9d · outbound

This paper cites and Fan, Xiaoran and Shangguan, Longfei and Wang, Anran and Daryani, Bhavna and Herkenham, Buddy and Tan, Cara and Malhotra, Mark and Patel, Shwetak and Hernandez, John B.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments and Fan, Xiaoran and Shangguan, Longfei and Wang, Anran and Daryani, Bhavna and Herkenham, Buddy and Tan, Cara and Malhotra, Mark and Patel, Shwetak and Hernandez, John B

Reference 73

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no resolver link, observed 2026-08-10T04:59:12.549608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.549608Z digest=sha256:fc700e0874cc3186baacce04020cca7d48a73dc5cb0ed867b660388f8dc1c92d

Observation 65fdb9a3-ea66-4e7f-a5cf-4bd715ec500b · outbound

This paper cites Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics , year=

Reference 74

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no resolver link, observed 2026-08-10T04:59:12.553115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.553115Z digest=sha256:5e28ab8f6fc035cd8ff305d82d5503aae9bc6f97dcb7ba29936956daf4b11d8e

Observation b864db00-2dd7-417f-bd56-2bf53298e1b8 · outbound

This paper cites 2021 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2021 , publisher=

Reference 75

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no resolver link, observed 2026-08-10T04:59:12.556387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.556387Z digest=sha256:2d5e1a541f0593391bbc2d27b39c7a99264a67348beb061a96fbf3089276df4b

Observation 8cc8bdc8-54cb-4a39-aa58-b35fb6731544 · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 76

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no resolver link, observed 2026-08-10T04:59:12.559739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.559739Z digest=sha256:d124efb1e60730a757d67e26312407fb3947137c29c83ebfdc0f20e24b4c8ea7

Observation a2b596ce-aab8-4242-a911-af83f21725fc · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 77

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no resolver link, observed 2026-08-10T04:59:12.563411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.563411Z digest=sha256:0a56c71f7898b9a69f68f947e93dec72b796a1a02668901821ad16cf9e1cd09b

Observation c63800bf-ea3b-430c-bc2e-586b337a0015 · outbound

This paper cites Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

Reference 78

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no resolver link, observed 2026-08-10T04:59:12.566849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.566849Z digest=sha256:b254630927c4fc75b62a936dc2c964410c1450227f0b456e958d096f05401620

Observation 6caaf5a4-fa41-4125-bbec-116e9df1b34e · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 79

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no resolver link, observed 2026-08-10T04:59:12.570787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.570787Z digest=sha256:fd78c9e3876fba3e6e50ce6733dc84129abbc4878ed7247c3cf17e5fbcd779bc

Observation 641644c7-b81c-44d6-bb7b-1855e089811c · outbound

This paper cites NPJ digital medicine , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments NPJ digital medicine , volume=

Reference 80

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.574671Z digest=sha256:66b1c3e50740be5c02747449e15e11f65e4727964ad302d1089ba7d0abc0e054

Observation 086b0f35-62fa-4e51-83b3-bc0df8fd9c8a · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 81

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.578101Z digest=sha256:f4c3a777df4d1b49c79a34c552b39322b6a3a9b36b4002c44d3f589843573e1c

Observation 4354e571-70a3-467c-b817-308c7acef6cc · outbound

This paper cites Nature , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Nature , volume=

Reference 82

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no resolver link, observed 2026-08-10T04:59:12.581517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.581517Z digest=sha256:5349539c9845239724fa4a41c631b2b93a8395c1ce30d3b13810ca8ce71f83c5

Observation a52c151b-5b03-49b0-8a3b-b9d046bbaee5 · outbound

This paper cites 2025 , organization=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2025 , organization=

Reference 83

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no resolver link, observed 2026-08-10T04:59:12.584897Z

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source=arxiv_source observed=2026-08-10T04:59:12.584897Z digest=sha256:ae99d7c56f67c70110876786eaa748e3276e11692fc9dc1b29a15614707ba446

Observation 49cf34c5-c723-4106-9caa-7297aaf1fa81 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 84

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no resolver link, observed 2026-08-10T04:59:12.588342Z

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source=arxiv_source observed=2026-08-10T04:59:12.588342Z digest=sha256:4c2e2472978729b7b91c67d22012cbd4b7ddd0f79b039a3fe8ad17f0ace1250d

Observation fe74ab02-cee0-4f39-9b7f-8d77c8d0d5ec · outbound

This paper cites 2026 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2026 , publisher=

Reference 85

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no resolver link, observed 2026-08-10T04:59:12.592251Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.592251Z digest=sha256:34477b030066c59e5b2798496ae1304ae8d7104e19992beb32a06152f39fd5c2

Observation 9294462e-9903-4903-99d5-111f9efa6c09 · outbound

This paper cites MedGemma 1.5 Technical Report.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedGemma 1.5 Technical Report

Reference 86

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no resolver link, observed 2026-08-10T04:59:12.595405Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.595405Z digest=sha256:93e172b093ffdfaa3f754f2b9e33148afb6b2ce878d3688f5f5d9595550aec32

Observation 8a84d6c7-81d9-4d36-96e0-b1388b9495d8 · outbound

This paper cites MedGemma Technical Report.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments MedGemma Technical Report

Reference 87

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no resolver link, observed 2026-08-10T04:59:12.598821Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.598821Z digest=sha256:265cc6efa893fc0d3c240485c46107bd49670078b7a0379f87e5270cb63ac3a3

Observation 7c2404e8-2e63-4236-ba99-f694dd866ca8 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 88

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no resolver link, observed 2026-08-10T04:59:12.602535Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.602535Z digest=sha256:1dce1920c725c08ed59de645b45d0146c71c595a54539da46ff36dac0eb89a52

Observation 86a2b4ae-1cda-4edb-9ae8-fd605db6d98e · outbound

This paper cites Constitutional.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Constitutional

Reference 89

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no resolver link, observed 2026-08-10T04:59:12.606213Z

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source=arxiv_source observed=2026-08-10T04:59:12.606213Z digest=sha256:60b7879b7965a420bf2334fde944c71abe7537a015506b060bfabb2c7bcd2868

Observation 48aceb84-35b9-426e-b504-51ec6c0295cf · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 90

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no resolver link, observed 2026-08-10T04:59:12.609464Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.609464Z digest=sha256:646ba487fa0121dbffd97e3cad3f662033cdd4c3516c6a575b1ea4aa43a8f235

Observation 7d9a05e7-5afb-4df8-a9c2-f926b2332054 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 91

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no resolver link, observed 2026-08-10T04:59:12.612783Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.612783Z digest=sha256:f35bfa409c20abe0c20420844151c6556baef760ab0a1e795e356dcea034296f

Observation e339b75b-5abe-47e4-8d02-7114b6182e19 · outbound

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 92

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no resolver link, observed 2026-08-10T04:59:12.616124Z

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source=arxiv_source observed=2026-08-10T04:59:12.616124Z digest=sha256:00ab80d8c0e171a204d6065a3ebd1dd0fae20b53f0368f5cdf6f91b050a2d1a9

Observation 0d2480b1-1637-4574-9f25-f0f83cda72a8 · outbound

This paper cites Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 93

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unresolved
no resolver link, observed 2026-08-10T04:59:12.619999Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.619999Z digest=sha256:2e1b7c1fca0172bcae4ecd622335ccea4baded637a1f0e3607aca590ce86c426

Observation 6b267c1a-b8a6-49a3-82a1-b7bdcdd7606f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Advances in Neural Information Processing Systems , volume=

Reference 94

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no resolver link, observed 2026-08-10T04:59:12.623498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.623498Z digest=sha256:243bbb1a8826a7fc73b6b285a99fae5334bf1bcfb0ce63d2a0d46086c18cba36

Observation 4c242ecb-39a8-4bc4-bfdd-5c3e75ff9d4f · outbound

This paper cites Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis

Reference 95

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metadata mismatch
local_arxiv, observed 2026-08-10T04:59:13.483709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-10T04:59:12.626837Z digest=sha256:3d20cef8975c6229a4db23d705448754c481bd031da3e7434e4ba09cdb7ae102

Observation 31d323b9-5a95-45b4-8cf2-c0f2279442a6 · outbound

This paper cites International Conference on Machine Learning , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments International Conference on Machine Learning , year=

Reference 96

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no resolver link, observed 2026-08-10T04:59:12.630352Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.630352Z digest=sha256:e3a079b86ec99a6732590cffdc2a18ed6cf9aa9f1eacef681be2e97fec1b8d62

Observation d87aab8d-cc5a-4899-8b12-0e8dea9d5b0b · outbound

This paper cites arXiv preprint arXiv:2510.24654 , year=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments arXiv preprint arXiv:2510.24654 , year=

Reference 97

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no resolver link, observed 2026-08-10T04:59:12.633698Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.633698Z digest=sha256:5bdd7933bdfef62a2e3cb92cb870f46e2f166a06d9e370ea673701f53fab7532

Observation 5bf6f486-4af8-4c9f-b5a4-d05b6ef1ff7d · outbound

This paper cites 2009 , howpublished=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2009 , howpublished=

Reference 98

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no resolver link, observed 2026-08-10T04:59:12.637023Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.637023Z digest=sha256:acf7ec80460cab2aec0e580b75be0434ed7c898713dc3887201f2abf91cd6b08

Observation dd759b06-84b9-4b9f-b787-d1e1bd9dc72b · outbound

This paper cites 2022 , howpublished=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2022 , howpublished=

Reference 99

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no resolver link, observed 2026-08-10T04:59:12.640460Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.640460Z digest=sha256:ddff7056dec2e68d58ee694bc31edc109fb3fad480c865bc822718861a1e238a

Observation 78f9b218-5c5d-4a40-9dae-78e8f9328fa1 · outbound

This paper cites 2000 , publisher=.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments 2000 , publisher=

Reference 100

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no resolver link, observed 2026-08-10T04:59:12.643690Z

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source=arxiv_source observed=2026-08-10T04:59:12.643690Z digest=sha256:02e07ae17f684f0996b2d79d4d63800a3e5e48c09224cf1c21718feb8b4db9e5

Pith citing papers

No inbound Pith citation observations are available.