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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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source=arxiv_source observed=2026-08-10T04:59:12.323964Z digest=sha256:51c782ec941688ae1466c79bcac3eed7e653585c1e5c92b17ba2514b0cd1adba

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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source=arxiv_source observed=2026-08-10T04:59:12.349198Z digest=sha256:402d2537d3d74a297de73f55ecb73d1cdf62c2e4e2f7c78eb05e2dcdad8e6d9d

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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source=arxiv_source observed=2026-08-10T04:59:12.352771Z digest=sha256:e2c540c7dbf52df37eaa979aabb33f0af89cc9e75b902b4c9265dd7cf0358617

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.

source=arxiv_source observed=2026-08-10T04:59:12.356820Z digest=sha256:83bae8befbd9e074a76794a53ef1172db510b636c9eb04347ffa2919ac32c026

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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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 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

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=sha256:78967559e35184066d62b2ec6e74942f6b58ca5bc5f5b67216707d10ed11dccb

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=sha256:0bc74d5886260e9a1614a6ae502651bbba96fd0bda7185cd0c1e8ccf9c2a7776

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

This paper cites Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=.

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

This paper cites Annual Review of Statistics and Its Application , volume=.

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

Reference 40

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.437002Z digest=sha256:7ecc4b3f38049ba79ba448ecba6b5ead406fd9baf5689cb33966ff44302ef99f

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:ef23e17fdb025161a4847f23eb577aff27fc314b6bf69c86bbdcf8cff1af6deb

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:f981fe95b6f1998dfcb6e361249bff489a70f53af8f3dfa11cd6883c252dfe14

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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source=arxiv_source observed=2026-08-10T04:59:12.446972Z digest=sha256:391c20747507500d741173f2648637b7f4f5ef27e1426f07726f3942dea5b410

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

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source=arxiv_source observed=2026-08-10T04:59:12.450290Z digest=sha256:631b4e54b511c8a441bee951c0e03cc6d7a3325887722e19e0d3da124896fa62

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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source=arxiv_source observed=2026-08-10T04:59:12.453833Z digest=sha256:af3f2cd1857aa11978b3f387234f308e0aefb8985bbacaeb420fc1d0520da92f

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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source=arxiv_source observed=2026-08-10T04:59:12.457166Z digest=sha256:a68120cde6cfe38407c93ea9f9c68daecb83749951ef910ef59ef500093224bf

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

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source=arxiv_source observed=2026-08-10T04:59:12.460219Z digest=sha256:2ff39062d693bd4bf46f3bfcbe02b0b687e82f5a59351ac985e0752af7be196e

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=arxiv_source observed=2026-08-10T04:59:12.463551Z digest=sha256:7136b79b27c9c899e56c186dea8e97bed5c9845eae9c9260816a767c78029504

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=sha256:5da12dcbe77ca76e53085b7105295ec308ed695d19b3a86de25ab5257c044e38

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.470071Z digest=sha256:fb3c6f1de8ae5672c6b2e7305a28f684fd5302fbe5fe3807af8baf01d738f134

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=sha256:1d3afe6cbdeae68d0e7b6997ccf4a062bb82ce8dd92e4ed76701cea393497bba

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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source=arxiv_source observed=2026-08-10T04:59:12.476519Z digest=sha256:03537783b80ac37f9f23945693d6d33453ceb18b6c67cb4c7a3aaa0a58532414

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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source=arxiv_source observed=2026-08-10T04:59:12.480095Z digest=sha256:207c2a7e75230230fab7980b1112e1ac862bc349e9fcb87cd0b6acbff2d7a661

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

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source=arxiv_source observed=2026-08-10T04:59:12.483689Z digest=sha256:dc2097d533e250ef24e628d62fcc07ea6a521357840fa8cb5c95fc9685debe55

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

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source=arxiv_source observed=2026-08-10T04:59:12.487467Z digest=sha256:96a3c34577fcbbe1592f83df2e7882686d0110b5b9468268472b4f5b07359c73

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=arxiv_source observed=2026-08-10T04:59:12.490800Z digest=sha256:13c66fc75541dfaabc8d345d00c41f47a2a9ca6912f450fbcfb5603ef48b4de8

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:cb52d4c91677af9f9eb1fd83bef3b54547399799bf7a6efb1686849b2f6f730d

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

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source=arxiv_source observed=2026-08-10T04:59:12.497468Z digest=sha256:bbd7ca06e2c90b5379ef39a896ab51d220c4094bec3c1f6bf5bf5d5c5afb1995

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=sha256:3bf6b66565b1acfd8ba8257d929d7ee40d0b70488a0673c76cf0243067fe58c2

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

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source=arxiv_source observed=2026-08-10T04:59:12.504351Z digest=sha256:75af0adbcfbc69d27083b6fad49aa1328162e2768af2aea01ad221b64ae63ede

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=arxiv_source observed=2026-08-10T04:59:12.508026Z digest=sha256:286ef3540e4a5e7511dcef45cd6fbb4ec877e93c539074fe9237ddb7a110f94e

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:ebee71fdfaf693b1fcaf1595f35c29053a9972d8691d4e5045942507629d6952

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=sha256:0f526cd3a1590a3ccaf90b35ca227dbfda30fdd7e282be8f7442772e9a987e0f

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.518555Z digest=sha256:f5aa653d697b8aa35780cc5bf09cbd265dcb9743bb5be68434ea06ed86805369

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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source=arxiv_source observed=2026-08-10T04:59:12.521810Z digest=sha256:9a55390c762f238d93ddb80c03a342e3f910207f8b030f792b06eed6222ff0e0

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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source=arxiv_source observed=2026-08-10T04:59:12.525160Z digest=sha256:dc570749d32641ea689ad9329ab7299de6ecd85086015262e468efa929d2780b

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.528414Z digest=sha256:af9236f2015c81884b9817492e099621d3b46fb30372f79bd271827b7576161b

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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source=arxiv_source observed=2026-08-10T04:59:12.531810Z digest=sha256:e7ea640932551e3695715196cdeca039f6d03bde61de879f61533eb884195c16

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=sha256:85fab5046e73e8b69add3b396fdbe34f27229ec53dc2d56ee36c2530abf1f624

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:d1957458cd342457bc6cdb0a779ed3793d4578f55e5253e544964afeee1be2a6

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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source=arxiv_source observed=2026-08-10T04:59:12.542568Z digest=sha256:c8bc7f9a51c9debed72ee7407d106e237f613405d9faf34914926d070643179d

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=sha256:24e8c4ad6e592b23aad465049b3c76aa4d0e0d2c9d43561e44277cce16553766

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:ef0ca486ba720a8728435454686d971ab7e732d5a98a6ecd22f8a02241a668f9

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=sha256:3b10030ac1f355c1aa817213bb788f95ce20599df4b338ec8d47da250cfec008

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

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source=arxiv_source observed=2026-08-10T04:59:12.556387Z digest=sha256:e5df51e9628a6087f81a1a70069354d81be5c66abf077ec7ebb3da24b1573392

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=sha256:554422446a6f3d8576ab9608e9d3d2f10e3376b77b3e4472b22ee468b5e87c28

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=sha256:8dbceb49cf104795c9b8f117543418d0c68147f7133ac290b41520aa32ae9a1d

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.566849Z digest=sha256:6fc2c437742f31daa75749b6616f007f664ee693fcaf65c6e44b066b82bd9809

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=sha256:397e8d458c4ed62b5b92e1c8a80ce8b91823fd729ebdc60ade13ace6cc611c9a

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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source=arxiv_source observed=2026-08-10T04:59:12.574671Z digest=sha256:762b0527eef2e09495d829851f1f1c8f2f32421c33345b5f8b7659d02045f9ee

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

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source=arxiv_source observed=2026-08-10T04:59:12.578101Z digest=sha256:34281501ad74c80779eb3e8ec3e2203f72ada696ba3813c98bb4fe56e39b57ae

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:ed2f300aa557a2fcf7ea9a52508f37d96895ceb88cd7a7c39ff3540b08b178ed

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=sha256:4bb6dc5015f60530b3d1433ef014bde60b4928e90efb0dd75928ce87f9d9a12c

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:bd3e22983c85ba4f1f67ecab45c2bb485e50012a73f87e921154613530544e09

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=sha256:18321290fa06b6c1124d74fd450cec7929b85979871e52ec7f0f6475d9a8db72

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.595405Z digest=sha256:bf6017672b2513e103b95d588322258ff5d8e5a4653bb2ef40d99b09244ed142

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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unresolved
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:ff65d22275542ba817a6a483592599871ed293ad5c821649e04c0145a183e1a9

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=sha256:801a72816326317f3339993b23af0353da34c7e7f7cf3d1260375f266a3ccea3

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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unresolved
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=sha256:20339e6ca725e06e3894e4d8c46f70894640451af63d8f1be63e905bb2ce9e2d

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

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source=arxiv_source observed=2026-08-10T04:59:12.609464Z digest=sha256:cdb14808b01af27aa705e1b18d4912b4621a9559daf9ea9d0f39e35330c7fefb

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:f56c9445a6a4300c14a3c60d99854a9f9b73efdf0099ed5e201e6eb922e1b184

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=sha256:56b85d075976d0858afa43e5962f000308984434d185ead3b3d0491f72f6d945

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:e62437bbf615b3f84f1d52598bb26454d21f5b9479dd49beb3498b18aee1724d

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

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source=arxiv_source observed=2026-08-10T04:59:12.623498Z digest=sha256:8c978ce0edd95158dbb90eb98f1c6a7efad98fac01cac599f91c6746be9a73cc

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:b7d65871a4ecffff62981869bf88412280d0cb02fb9c561e2df48173c416ac18

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=sha256:89dbbf8641ed57aeedf8f07f43547740cd2a4dc45f59761910ae8a7237daae76

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=sha256:1e551e0408ad0efe877127c756716dddfe0ec283dc1eb63d6994e98706de0c68

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=sha256:4002237245840c247bbe4cc72ea548e9b2e21028b7fb18f44c69b554ba44f41d

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=sha256:3dd76255b642857ce90cf960f665a2a232635a63dc63d8eb53e2795a939476b8

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=sha256:48c9f3fb8b531c66e05e067cc4f788a278d488f3d8564fdee22da5b0cd7531cf

Pith citing papers

No inbound Pith citation observations are available.