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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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source=arxiv_source observed=2026-08-10T04:59:12.345330Z digest=sha256:ba5483df50d09060373675f1b652153aa66a0d27f6d2521d5a7faf47ee24df3b

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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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.

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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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source=arxiv_source observed=2026-08-10T04:59:12.360282Z digest=sha256:7d39bc22274735281d152436739b89bf843e0db36169b1df0348555963148267

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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source=arxiv_source observed=2026-08-10T04:59:12.363612Z digest=sha256:6561f84761f64b9cc951a677af38493d166719970ba61092d6b262bf882bc975

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=sha256:6c76346696b9e0827adf0fc1c1186c714809f33260ad7294e3ed1b2ec678c392

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

This paper cites an unresolved cited work.

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

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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=sha256:2265fb29beab9bb993e5e5ae8ee3d76513ef5cd1f48c993a1f4195e498ff519f

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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source=arxiv_source observed=2026-08-10T04:59:12.397494Z digest=sha256:9ef87222faa48958dff83e7bc1e0fc4dbd52a86dcf5079e71fc184870ee34f92

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

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 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=sha256:3a7ae38c6d5450ae97b0e47c9972d04f4a0505b2e7e1a78f3302b13f6b286536

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=sha256:5a53640ebef32df05b7827f815dc51f0fb5a1d8d83bf5a18a0f6e80cfad99b87

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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no resolver link, observed 2026-08-10T04:59:12.443606Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.443606Z digest=sha256:7fd6ffaf3b7af4e60116e4cf1e5ed3e1ca407455754d82ffd10c80d6375d0c7b

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=sha256:24a16946ae7100db4a08ee2904f7e36644937a67cddc6335d28c5b6e18153c15

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.450290Z digest=sha256:5f2d6e6eadceabc0d6ed5e5a425b36102b06896c35e97dd9a7cb2c6cd97e9fab

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=sha256:687d549608e95472da1b06986ff21dfda52eb5251d3d012d3aad7277b4045659

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:caf65240adc3bfed5a6b9db99b8224a6cc9ec209af9ddbbf970c68e493ca0ea7

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=sha256:7b2faef972327f222bb259e06575a521c30609268c9e44831995f482804daae9

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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no resolver link, observed 2026-08-10T04:59:12.463551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.463551Z digest=sha256:e576a7af03507799645b82a0a0adca71dc657d0823a00b24cc757d7ddae52246

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.466695Z digest=sha256:e27af87a8cbad4e9ee652e714d91bb25b077b899e86bae2b8fdd1673d3c1b844

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.470071Z digest=sha256:79928ae8894ecda720535ff69906107a93439cca23e972380bb10b29a5817b8a

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:fe03032dd49a698746cd557ca1cd19465a8c2fddb6d502ac9673d0876089a8c7

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.476519Z digest=sha256:a1c715882f861419d361eec1c6a169c847f8c928d008cca20e8dc3a3e2c72646

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.480095Z digest=sha256:84ea7a5490314364f50de8bf3ef5acd7a736745648aeb7250aad041f524fdab3

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:ba147eca045ef0b2e24e4ce38ff747728e8abec9d894b113952117ac9a42c5c5

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:d2c36d05c00fa541333b58b88409f63433fa0e26244d9e889ace606f548ba882

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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no resolver link, observed 2026-08-10T04:59:12.490800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.490800Z digest=sha256:956613f495fc4f93a554c6139cb80c1e1af734f9da4e3e7a3520db2337395bd2

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.494180Z digest=sha256:2cd2224aeea518f6f5f9445c380b5c069bd11e522b348ab8ab1e36559cee3746

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.497468Z digest=sha256:2c3ad4501198953f1940280988a530fed6e0954e77414457bb6ec499b0d1b38c

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=sha256:0c816a89d0428214d744d2990ecb73055df5c660bdbbec6f0e83ecd245ce8645

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=sha256:472e9a966a19ab3341b446d08b9518435b036f14ad823703835c12c1142d3358

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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no resolver link, observed 2026-08-10T04:59:12.508026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.508026Z digest=sha256:d9fd6d9f781cf17f081964b4ea5dce46e5402d1b3f521203b50092709c7fb01f

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.511297Z digest=sha256:5c631add9ae2ffab70c8bbefab10495c8345adb8b65de3f61aa4acc4dec93ec1

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=sha256:8cbb6065e8d3eb28779dd66543637077b594ef7bd4baa424c593f45d0230b740

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=sha256:9cb26c38f119c5b069aba036a69b1e2499568580ea1e91d2e56938b6fe296042

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.521810Z digest=sha256:2c010c43ec8c9c08357e85a9f02b9b709b40935b4d2fffd685e05c3847e5a3c3

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=sha256:6bddafed0d0f4ec0b123f6db2a27d4527127da927b3e7b38eb942182d58de122

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=sha256:859b8d3c5b6e920c1b0023d90aef96ab9d8685d3d8076b879e6666c7dcc08891

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=sha256:71e7c6a0e2bbd26b3933dca507ce4b6613fe51b4d2a3d2fb34172a91fbef9f9f

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=sha256:46837d411346031c219615cf4a076dfa2db8a5b282661ad4d4568d6cd2579aec

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:ac349adc215459e1ba29b67ce425c0f55bbc50c907c698c469389febdec78e67

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.542568Z digest=sha256:2353182720e95c6f9580906b4278bd1319fb30181b5ccb436d820fbd71fdd19b

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=sha256:8597fce2dad4e94a26c2c3d91960a260ca7163e166c5b3f7e70e389af42b3147

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=sha256:30c6510ecf5369c64a91ba7121ce50bf0f1db028ad297cd84fd09e954ad34bc6

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=sha256:76dc20b11ca3646b17c9b2e3a213339985441bf3951d05a3b2fcc478429c989b

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:d8e74f97f04c1bc0f825067c90bda9f67c4104100f4b5c762f5520c2fae232c8

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=sha256:428b0584c34195d491fc864d27ffc57afc799252a1fcc4c8543f99625fcc5574

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=sha256:42b17a5b2d71226548342e8eeeb4660a223e140c7d9c4d954535027ce6165bf2

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=sha256:22398209959c081ac1cc31b14ba09233d1d69571160c0c9d32e9c1aa2cbf555a

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=sha256:39d63478380ae460fe18ff34a200c1f82cc79a08bbd8213d66cbf3dba91e09de

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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no resolver link, observed 2026-08-10T04:59:12.574671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.574671Z digest=sha256:568b1893290aca4d6593d9bba5ae27641f6a470159af18fb7c6032966cb80b2c

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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no resolver link, observed 2026-08-10T04:59:12.578101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.578101Z digest=sha256:528064059db3d92945e41e1e58f476e79a0e97f7f88193a1b91b2e5c5be6af06

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:ec30d7e9c1e2d6048438c0ef2687ae774e6ea7b4c0b4ef8bb8a90749215e993c

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=sha256:1189619076d40708f96fcc2b42639fd9e9ffa8d990f6aab8817eaae022bbe623

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.588342Z digest=sha256:12beac04b54cef3225ee6359d67f02be2ac3946095fe1d8bb43cf5505b70d0fc

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=sha256:219392a1f3d8bab5fd1669f9ace3b06efaa79de3c87ca80708af220e3bb08fb7

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=sha256:0ff7e5565c2cf4362b094b453f5e0117904248fce1e114b2374ee1f2e18bcb9a

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=sha256:459f391c679063d5f02a58a3869e04aa62d3d59028b2db53803f7071d9fe334b

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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unresolved
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=sha256:3b3581234a7349718312e96566065d757fc8f8d7f1b0a33ee7d63c0839e3d4c0

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.606213Z digest=sha256:d0c2bda51cf3d22d0aba98bd0b03d3707cd812852e737962f6c99ff709632fb4

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.609464Z digest=sha256:0c7b808a76a46c11e7899196f3dd14c098152533a92b613ee9587106a3e07664

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.612783Z digest=sha256:f61c52e8266244380147e776276f8f30aba2bca66529388d27f705f2f720357a

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.616124Z digest=sha256:0d947f73df2c0779593b6daefbbf8df29330dd764ab2c32034d57705008ad4f3

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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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:a86ee9c860af9ebfdcfbf78f2ec916cf7b49ba055f801f64c4cfcc3f5e0d7a68

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=sha256:7517c13a6cb050d3d890e602345bdb79bf3d6dc555f17a077b8476e6d311e81b

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:daf2e0edb2e3fe2c7495b551f3e248aee6d2409eb69e3a55f29cc28389165e14

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.630352Z digest=sha256:545bc1e8b6cbf86a4ba506ed7dcba216f8c6e6e5234150dd39596dabefefc096

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.633698Z digest=sha256:fba8ba8aca327224e1d2786e0302f84ff521c5f0027fee8e7a2b992f0c7f2da8

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.637023Z digest=sha256:dea6568000db62dc3e9486d01f50152269b47f613d4072cd200eb38bad57f798

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.640460Z digest=sha256:dbb54acfbdce7a2bdd69dd5b81236db51b49685d0ae07b67905412b1bf82c7b4

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.643690Z digest=sha256:5110449dfc3b61c31e08657024cf12e8fd2f4f0b104341a37199c5a1c1f77349

Pith citing papers

No inbound Pith citation observations are available.