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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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source=arxiv_source observed=2026-08-10T04:59:12.311315Z digest=sha256:4263ffbb9e4de4079092ad5264337257d87900c47f8188f3545a1e861b681a28

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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source=arxiv_source observed=2026-08-10T04:59:12.316454Z digest=sha256:4d967a2c1b6202ea74218db787114a0da7fbc67ac3ad2b15839cc5a9170600a9

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=sha256:7c784a62200ee54c7cccd047751fbee875dbb068631095e49f5e3ec5696f4d3a

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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source=arxiv_source observed=2026-08-10T04:59:12.331339Z digest=sha256:d87fd31af3350e30d5ec27571e8aee86e54a48a56b775c9a4ecc70a1bb6fa6c9

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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source=arxiv_source observed=2026-08-10T04:59:12.334748Z digest=sha256:f19efeed461fae776823c255c71493e4f037330055ca192030a80fdd0f0d4f04

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:a978e75dfaf49fdb2e5fd2ef0929eb40874e976318f8d462609cf1f1d25e783a

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=sha256:124bbef1ef10114a9a8a65cb6864f9dc6648ed7b150ae73b8f1e0c0c02b90b70

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=sha256:42e2e2ce18d3a3d79cb0bb75d3882b6636423563c826462fb0ab1904a6037b91

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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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=sha256:191d25c10e3dd1782e4ee2a272c11acc1c99e4067d980a74490bba7a57e02c6d

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:f223164e1967b0bd68b285c5d8957558e7703b7c0850a6eb750bc15cbd6b4a05

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:f218b803a28a657d3d94df0c02b46db20c290566f32395af45b1542b3eab768f

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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source=arxiv_source observed=2026-08-10T04:59:12.367199Z digest=sha256:edfbb4a840d048d7e3724ba7ce198e860e17a3f0ae2b2df87937fa6cbc53a97d

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.

source=arxiv_source observed=2026-08-10T04:59:12.370585Z digest=sha256:da48a4a71336604e69e985d2e409e47e858d700f2a3a7a6a40e9ca149a86521a

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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source=arxiv_source observed=2026-08-10T04:59:12.387487Z digest=sha256:0495320652b49608bb0f448257cf52725c191f38c95df7f356ec07e2ae377167

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=sha256:8beae46ffdbef41965cc5c194d237acb83a69b7ad8c2582a6d491e3e5f56ddef

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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source=arxiv_source observed=2026-08-10T04:59:12.394046Z digest=sha256:13624e74d49f8156810eec40455fa9f1d9c2bd155d7d30244a11e6d878cdac86

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:c70599ff3e496c69ee09d92651382e6c068be643060e09c7f5799267a135b2e4

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

This paper cites 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , pages=.

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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source=arxiv_source observed=2026-08-10T04:59:12.437002Z digest=sha256:2d432b7a29cae0aa12372c4b6ce2249cbdeaeb5929534c5532970ae0b6746ccb

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:f84c61e52b71f2017c8bae323c956355d8e9021944b4489e2bd7188700099ea5

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=sha256:09348c8076b85c51bb2b6b154f7db1a793d98e2c1b1e4aea501d1c0e604f2215

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-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.446972Z digest=sha256:aaf1641e5d81d9cd42cd982f14756d82e6f98aa86b7250e8d225c0b7f580fe54

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

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

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

Reference 44

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.450290Z digest=sha256:71fd3b935ad784ebc63f81b64a30b5884a78c9a37a599d23ffcdb93762b660d4

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

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source=arxiv_source observed=2026-08-10T04:59:12.453833Z digest=sha256:a650ebbd23ad00ecaa0d429f5e1cebf07ce6954b0edbfd398282e9bef7a6ef74

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=sha256:8702261481173b9f4bd7382efc44a8f3e855a1b33136430837eecaede46b6cd5

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:ac42d4e9b931bd35f06477544184e1957e161dec25ac6a9256a641e2228d9be6

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=sha256:8e159fa260d676c8f1e1f99cde6ff1ada60a254c05f417dd431d80b17e475e00

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=sha256:2b6693bea056998ead6d10a00c1083ee281360c1323bd3d48dcaaa4865193315

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

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 50

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.470071Z digest=sha256:80961224606259d49551ddd922fae19919c93cf59203760e697015fc511fb47a

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=sha256:28eeaeca2573fd28e7475187159aec01dc0a5fb2cec944e206f1a7da1abe23b1

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

This paper cites Personality and Individual Differences , volume=.

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

Reference 52

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.476519Z digest=sha256:853dd71b1fdc9129251485f9ffae4bc60dabdf8c2af112be5edf8be13fabed81

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-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.480095Z digest=sha256:459353a6d5601cb41633eda417d525b97447293252ffbe0faec99c3a97a9675e

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=sha256:739b28221750f21b9383c6b7ae45075eaad74c2da7fba23b5c3b1cabebfd549c

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:d4c9bb434f18ca9ae8385c4db66606d2ae31e8102c5c953b5390a7f8ea72ef87

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

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

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

Reference 56

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.490800Z digest=sha256:cfb21d3d93ab5b5b5b19c4c95865ec5e35bcb7c8f0f4ce2acc7a414795cf9e6e

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=sha256:7132abbeb85eb74836fab17f32d03741a1f3b9e37cc581d963c879f64b707099

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

This paper cites Nejm Ai , volume=.

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

Reference 58

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.497468Z digest=sha256:3207a2928240d839057ef8af024a40bece537e5fc3001a0fae8308e6ebdde498

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.500873Z digest=sha256:e83c6875d3b3ee2cbdd63af7266875ef21e9bcb299f5244465cc3f6b66ce7bac

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=sha256:95d6cc9aabbda87572ac9dec93d1c19abe06f4598874deaeb0d1b1c8aba84409

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

This paper cites npj Digital Medicine , volume=.

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

Reference 61

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.508026Z digest=sha256:85cf11005860bae8fdf7ac5abb0ae3bc9d0b79855b757e5ba3cb62982cbdbc94

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=sha256:26d09923a2046595c53c537050253cbaf623b8b029d2c12e7b1779e1ac784338

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:a90b0f1520216e6046e38b286a3bef819d12c8ee4ba86abd95e4d28ebbb97aef

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=sha256:77dd3deeebedefe3b2717f5c82a8f7be672ba6021ab8393737a109125640838f

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

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source=arxiv_source observed=2026-08-10T04:59:12.521810Z digest=sha256:f0ad353b7fc5d57a9add8e7351b93efb4c975bfdb130578cd2931c121fc825dd

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

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source=arxiv_source observed=2026-08-10T04:59:12.525160Z digest=sha256:a7a2248468d862b6128a1397c0dfd76232b77144bdb4c98d2c3f8032a73fdddd

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=sha256:058fa30a08038f25855a1b9e2312e9b9b39ee2cd46eb8463ac0e2bcbffc722ca

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

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source=arxiv_source observed=2026-08-10T04:59:12.531810Z digest=sha256:da57eb38903e0f07d58de806d0ac6547ef4bff6defb34c3f14ed92da2168911b

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

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source=arxiv_source observed=2026-08-10T04:59:12.535685Z digest=sha256:68a9e5de21e3828d3feb1c747af2d28ef1a774963aac1a29a7370122d31e47f9

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=sha256:3ffb64c7af985f79aff0ada60865ad2fe7d7d822019cd9ed7cd7ecc95b16bc34

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

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source=arxiv_source observed=2026-08-10T04:59:12.542568Z digest=sha256:4a79f3285e70a1e1234a1dc40d5c7711d589f957f4fcf3b953ea390de794c13a

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:ac2f00a234f4651df53f3dbc9b27ca37049d25e14531bb9d4b57076a00eec914

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:e83dcaf6d5b0f58f81f07b677e22f963ae82542d77680844f111d32067fbf5bd

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:b0d4bd2c720990f59a278e32b9b019f923ce0a2e6ba2daaa3fcaa0f8b5c82543

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:d9583762cae4e6fe067557c541b0dd6c98dcbe2e5c89be4e121e8420dd7675e6

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=sha256:9db85c38018f9e0a23911ef1d649c7ee1b372e086b7e082874d383b39175b8ed

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=sha256:33b5d9f099ff775cf9c6e131aecfc93af72f8a37ed5e76cb2ca8b60de3a3e90b

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.566849Z digest=sha256:6db3f7e8b6cc14411e00e6233f007e249c2b3e9f0d7c86b3051338c1dd119ac3

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

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source=arxiv_source observed=2026-08-10T04:59:12.570787Z digest=sha256:93bbab3953fe13a96e8e6e17c4b0d275ec2bd71a038ddb8c414d4a5e8b39e0f8

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

This paper cites NPJ digital medicine , volume=.

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

Reference 80

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.574671Z digest=sha256:b59a14398691c5e13f99fb8d45ac250ec0d08ea7bba0ffa2f01a82482dbc9fb9

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

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 81

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T04:59:12.578101Z digest=sha256:81b1e8c827d572aa35210766ce1a928804bce7f3213794d0cf019dbe6331ac73

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

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source=arxiv_source observed=2026-08-10T04:59:12.581517Z digest=sha256:ccf0f8f4542ac3d320e437bb91df08401fd0439dc2918e5630a9251ba765ea90

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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source=arxiv_source observed=2026-08-10T04:59:12.584897Z digest=sha256:6ed5a1e94424eabd552edabd3f3c95ca69c970a5a6b600d076f11d97f6dc633d

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=sha256:4618e8288bed07e3ab5046f72b3f78076b1d9c9c2c990ca55f658a174e03b2f9

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:f8f10df1d59b4620e2ae0bef048bc80a6bb46462ce5e4a376bec84adbc840e9a

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:f1cf75715af398e0058d13e608ba2c698de54e68562e24deb2dd7409cb87e9c0

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:de032a45521b64b66da2a0c406328552ded816ea1840e20abc4abc769582191c

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

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

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

Reference 88

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.602535Z digest=sha256:38487d1733dda204d04662062ee4c411ff2afd0ab9da22d38ab71130dafd765c

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:df184c7a2b2c5fab6d808c708f00cee2a2cf78ddd11dcef1ce85bf9139287c83

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

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

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

Reference 90

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.609464Z digest=sha256:3fb17e603ad26d705789d8140d86f1a7b867dabb9f663df0a9fb4742b3bb960d

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

This paper cites an unresolved cited work.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Unresolved cited work

Reference 91

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-10T04:59:12.612783Z digest=sha256:9d2a3e15e80ffb76cc05c4329bac82ab76825d6a3c4f50f0c60bba5ec2ad8e2a

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=sha256:455a676544cdc278befc37fb20565bc2046343281a6d83a73dd36e8a5e6c7b51

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=sha256:4286fb6a556d613efd03f01365abf6b0c46bff6e2a55c35c6fabd770ec07369c

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:a979a17168036237c98c44870b0bee6afdf72559fab37df586ce0b01220d3adc

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=sha256:337f1eb4d6602c5c5e87512898f5a16e3ccfac68a8a47ab14d6029785937faab

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=sha256:4b57debd835dc36fdba7080efe175eb251958c6c15119e66b99579d9c346354c

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=sha256:64e6a2086fb8414b98725757c3caf2c2c2db53ab405bda35550a49f2aaa3d3cd

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=sha256:2ba7deec7111064d08c370eab5cdd5398645c3adcd6b9607b9d51d4d38d7e05d

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=sha256:3cad7c320902a994f9b96b5661c16b514ead3d8c877273512e38b26207b6f313

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

This paper cites 2000 , publisher=.

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

Reference 100

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

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source=arxiv_source observed=2026-08-10T04:59:12.643690Z digest=sha256:3119f230d67cf662025c4246ecc39c064129d4621acb3adec6b279ba63e8e1e2

Pith citing papers

No inbound Pith citation observations are available.