Pith. sign in

Paper Citation Record · LEDGER

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support

As of 5 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2604.20022.

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

pith.paper-citation-record.v1
2604.20022 v3

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T18:48:30.187936Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

79 of 79 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved71
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d88bb868-ae74-4fdc-8301-57e5ba818ab0 · outbound

This paper cites Shortliffe.Computer-Based Medical Consultations: MYCIN.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Shortliffe.Computer-Based Medical Consultations: MYCIN

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:64162495efe95f1005ee06463fd25230ccc85472d245cc7b4e9748e9d675070d

Observation ea9db12d-0d24-4e4e-9eb6-a4c90200ca2a · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:1d6d34e07285a16c93da1450aff3ea232b81627fa807bc8002e0073f9b4fd774

Observation b05a9a42-8d17-4af2-b44c-b8b44ea4ebd4 · outbound

This paper cites Miller, Harry E.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Miller, Harry E

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c598b05f3af6877842482514287791265a9b299c2b152236ac62d98201079ce1

Observation fed7b6cb-4b21-4952-8e71-80cece0a4b4b · outbound

This paper cites Octo Barnett, James J.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Octo Barnett, James J

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:484d4a8b0b0ec7ad5d0661750523abddef4c084c28fd6c974ce10aefddfdc361

Observation dd1a055a-4b98-4a05-be73-7f6e9c362c1c · outbound

This paper cites Heckerman, Eric J.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Heckerman, Eric J

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:10a69715addfc136eb05ad1a2999fac1b4da74b7462631a88265ebaab3f51cd8

Observation b98681a0-b00b-48bb-a45b-fb29c2aa1654 · outbound

This paper cites Toward expert-level med- ical question answering with large language models.Nature Medicine, 31:943–950,.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Toward expert-level med- ical question answering with large language models.Nature Medicine, 31:943–950,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:9188187f6a8f57dc8440e050cdb948179c0d3d44c8359966c03551a3c887dabb

Observation f913cb68-562f-49d6-9c30-93c2df66beb4 · outbound

This paper cites URL https://www.nature.com/articles/ s41591-024-03423-7.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support URL https://www.nature.com/articles/ s41591-024-03423-7

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:b4c2f4486e523e02f8467b777202f16c8f8ce9ee37e82a534d54c5f6e5691493

Observation 29022c99-df9b-4990-a3be-e91082b30e6c · outbound

This paper cites Capabilities of Gemini Models in Medicine.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Capabilities of Gemini Models in Medicine

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:112450f110b92e2041df35f6343c4361074edb3dd83917b1be15d27776d2e8ef

Observation ba345576-862c-4af5-9503-3e4f01f091f5 · outbound

This paper cites Towards Conversational Diagnostic Artificial Intelligence.Nature, 642:442–450, 2025.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Towards Conversational Diagnostic Artificial Intelligence.Nature, 642:442–450, 2025

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:fbf544704abc885af158795d92ae9549ed54612a3e26a9bbc49e7754e3f8741c

Observation 2cbdc520-c4ed-4322-923d-057ef80f62a5 · outbound

This paper cites BED-LLM: Intelligent information gathering with LLMs and Bayesian experimental design.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support BED-LLM: Intelligent information gathering with LLMs and Bayesian experimental design

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:7a6f4fb2d74c11704b1e2a7f23d9ce9f427d8bea18c6577cd8a20593bcf515f6

Observation e0f71e39-54b1-4b40-830a-28118a6741f4 · outbound

This paper cites DeLLMa: Decision making under uncertainty with large language models.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support DeLLMa: Decision making under uncertainty with large language models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:ed5925b8043b73a628bde491419601a6375873e988919aa8b0344faeb107252c

Observation 555ca2d1-0866-4960-ac6b-60090d6f75ad · outbound

This paper cites BIRD: A trustworthy Bayesian infer- ence framework for large language models.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support BIRD: A trustworthy Bayesian infer- ence framework for large language models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:1d0d5643dc1d3ca899d57f021d7a27e417898fd864d5af902b3dd53d8bd80e56

Observation bda893d1-a33e-44cf-9818-6e3ad73b8d10 · outbound

This paper cites Ask patients with patience: Enabling LLMs for human-centric medical dialogue with grounded reasoning.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Ask patients with patience: Enabling LLMs for human-centric medical dialogue with grounded reasoning

Reference 13

Resolution
malformed identifier
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:2153099277bc3b72df37e81c8056252e4583f6250f1c1c5baff6afbaf6035347

Observation 8ea8d9b4-0059-47bc-bf7e-513eae2dadf3 · outbound

This paper cites Ilgen, Emma Pierson, Pang Wei Koh, and Yulia Tsvetkov.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Ilgen, Emma Pierson, Pang Wei Koh, and Yulia Tsvetkov

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:893bd2706626fabf1ba730423751d3d8ed1911f5f797e74c5a7cf25898d83e81

Observation 3ea5c80b-ca04-421e-800a-8440b6a0dd5d · outbound

This paper cites MEDDxAgent: A unified modular agent framework for explainable auto- matic differential diagnosis.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MEDDxAgent: A unified modular agent framework for explainable auto- matic differential diagnosis

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c7cac254db05fc55db0d4d2c3e2ca7fc6ec84e3e2908596e74225a04c3781f87

Observation 40eae809-e266-4fb7-a329-3518e1b84eae · outbound

This paper cites doi: 10.18653/v1/2025.acl-long.677.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support doi: 10.18653/v1/2025.acl-long.677

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:49bd49bedd6b0f1b8fbd5afdcbde3be76c298b09739d763e9f6e280e85de85e5

Observation 3f53a849-5d9f-4f75-b030-f0d9dadcfcb9 · outbound

This paper cites Fung, Dilek Hakkani-Tür, and Tarek F.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Fung, Dilek Hakkani-Tür, and Tarek F

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:da75e1a64510b080587c0fff0e0721fc0ea7cc3c3055d9ebe69546a26f8cebd1

Observation fd230b38-a5b8-47dc-9b88-185db14b2928 · outbound

This paper cites Fine-tuning LLMs with medical data: Can safety be ensured?NEJM AI, 2(1), 2025.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Fine-tuning LLMs with medical data: Can safety be ensured?NEJM AI, 2(1), 2025

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:b179781baff5f146ce633991c4795a8a13e945f9cce2a5903f7e94ede7ac7724

Observation ae2eca18-6cb9-466a-a3d3-17773e9471a6 · outbound

This paper cites Yu, Lawrence M.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Yu, Lawrence M

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:88b564b2f73bf5f2c888a6db3fa69c59124cb6aa67b07439d8adf616714cca0e

Observation 8e077be3-75d1-4535-a60e-a57e494c5d09 · outbound

This paper cites Weiss, Casimir A.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Weiss, Casimir A

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:f5f0fe24b43b5f78848a4f4547fda20a03e5797ce5d57b20cb49d2866b58d4f6

Observation 30bfa993-cf82-40af-bbff-cd8b747e3004 · outbound

This paper cites Greek Oracle.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Greek Oracle

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:61cadbeb30a9731ab2c8fc05f47bdb9f4cd664ad4ca01c4f52363b2e2977c899

Observation d97e4f83-fa46-4480-8aa5-67c430f3dc04 · outbound

This paper cites Reasoning like a doctor: Improving medical dialogue systems via diagnostic reasoning process alignment.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Reasoning like a doctor: Improving medical dialogue systems via diagnostic reasoning process alignment

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:dadadab702b767ca8c27640808aa97cfa8e48d0ee84f67c1293ff1c369daa324

Observation 8ad8203f-76fb-4e2c-8a10-524365375eac · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:8187199b2ca2422a049f75fd417f04fdfc74bb8f08fd578207524d90279ac668

Observation a53ed259-7189-4f53-a16b-2f873aa7a1c7 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:f8542798778e31d161db6202fab10ded1a48e65fc7dec117ec4e00b351226662

Observation 9bc8e0fd-d307-41ed-b550-6a8c9f7d8490 · outbound

This paper cites ReasonBENCH: Benchmarking the (In)Stability of LLM Reasoning.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support ReasonBENCH: Benchmarking the (In)Stability of LLM Reasoning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:cd792359b985e80608ee1df712fdc40af58125784a3fb2e41b5e107d6b960742

Observation 9f32d627-0ee7-478b-888c-7bd766503e18 · outbound

This paper cites Collins, David Reich, Robert Freeman, Nicholas Gavin, Alexander Charney, Lisa Stump, Nicola Luigi Bragazzi, Girish N.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Collins, David Reich, Robert Freeman, Nicholas Gavin, Alexander Charney, Lisa Stump, Nicola Luigi Bragazzi, Girish N

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c6171f580be6094d3f36ac9c47775c1257b90f57a9a0f8c78d166ca84f22a4b7

Observation 032e6d55-669e-4fae-b291-8b5c2d268a3f · outbound

This paper cites Omiye, Jenna C.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Omiye, Jenna C

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:e8a9fa7327bb903bc10d5b26f76b18538a56bbc5bb53f258e82036d62e948fb1

Observation d0b3829e-ea27-4b23-99be-1a9e2ff287f5 · outbound

This paper cites Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:b50a928c5acb9e2fa9f41703b229e127230a94441ecc9717fabe076147f44672

Observation a3a5303b-f825-49a8-bca3-ef3bc791b7c0 · outbound

This paper cites Conversational Disease Diagnosis via External Planner-Controlled Large Language Models.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Conversational Disease Diagnosis via External Planner-Controlled Large Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:5932df44ae660dffe87fa7bd8a93beb78371cf839fdba024446b0dd3dd3f00d2

Observation 6af3261e-3de6-4dfe-9c85-0e175e6637bf · outbound

This paper cites Uncertainty of thoughts: Uncertainty-aware planning enhances information seeking in LLMs.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Uncertainty of thoughts: Uncertainty-aware planning enhances information seeking in LLMs

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c5b2b38045144eb0126a0fd60a2a1ee86e5d5d4ca3db9ee7d63d7f665c649937

Observation 175c7975-ee2e-470a-b6ce-f3c6470025ee · outbound

This paper cites Chi, Quoc V.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Chi, Quoc V

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:6ab2b0851f330e268f339d4d663649981409292415894b91779fdac50a6fcbf1

Observation 69706205-ebf7-4a2f-9900-efe699a3ae55 · outbound

This paper cites Fleet of agents: Coordinated problem solving with large language models.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Fleet of agents: Coordinated problem solving with large language models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:1580d2557722d4065661bb3138de6349adf14f266de8492f9ebe1427f9baeb0e

Observation bcdffd9f-9da6-43d5-ab31-787fe47652e1 · outbound

This paper cites CoD, towards an interpretable medical agent using chain of diagnosis.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support CoD, towards an interpretable medical agent using chain of diagnosis

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:cb5e0dda8614ba3ea76a01fe064000980fe3c6fc6b36e9309d0c777af55f0333

Observation 86ffcc04-18e7-4fc1-b451-a660809a0e83 · outbound

This paper cites doi: 10.18653/v1/2025.findings-acl.740.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support doi: 10.18653/v1/2025.findings-acl.740

Reference 34

Resolution
verified exact
doi, observed 2026-07-12T18:49:00.345980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:7bf405e04f82fcbee119cb35a1840a5a0b062048935515a1231189bc84801786

Observation 8c3c681e-1226-41fd-a566-8ccb1814c70b · outbound

This paper cites DDXPlus: A new dataset for automatic medical diagnosis.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support DDXPlus: A new dataset for automatic medical diagnosis

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:314025fc1261c4e478b17266c60eea52943fbe42ad007dc3c24c034cc2bda002

Observation 94b4b690-76ce-4884-85ca-0955143e1805 · outbound

This paper cites Hoch, Kumaran Baskaran, Harrison Burr, John Chin, Hamid R.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Hoch, Kumaran Baskaran, Harrison Burr, John Chin, Hamid R

Reference 36

Resolution
verified exact
doi, observed 2026-07-12T18:49:00.354750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:a0fcf41f04576da4ad94b84088a211795dbd88e00630711dd8672dafc3b001c4

Observation cf047e23-65d5-4d2a-b5d3-97b5bc13fe79 · outbound

This paper cites Morgan Kaufmann, 1988.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Morgan Kaufmann, 1988

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:da443dff597dd26e6fa6bb23b518ba7e9dd25081f911c703ef69018b303e3187

Observation fb5c0486-6114-482d-b69b-52c14e87eebf · outbound

This paper cites On the revision of probabilistic beliefs using uncertain evidence.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support On the revision of probabilistic beliefs using uncertain evidence

Reference 38

Resolution
verified exact
doi, observed 2026-07-12T18:49:00.367238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:ba86dbc10e1e7fdd2ef74759c685409b0c4d14f38b811172c80aa567a3fe7813

Observation 2d12cb50-9c38-42c7-8154-e44864f0b4d9 · outbound

This paper cites Bayesian network classifiers.Machine Learning, 29(2-3):131–163, 1997.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Bayesian network classifiers.Machine Learning, 29(2-3):131–163, 1997

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:3225130292ac3deaafea3f88de8bf29cdaa033260d7b7d050cb5292ac593444d

Observation 6f7e187f-f7f8-4fa0-a6d2-aaffab6166d4 · outbound

This paper cites Springer, 2015.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Springer, 2015

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:3b246fb123acb240c12d340320379b4e0f1f8d593cdb318daa0a989c6056ffd0

Observation f6ac3598-4940-487f-89a2-a4663c93fb35 · outbound

This paper cites Sum-product networks: A new deep architecture.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Sum-product networks: A new deep architecture

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:243349a81b57df3f843433c5c2366a1e9729948d97be07cc33f75309b0a9f19b

Observation 90ef450c-ca83-42a4-b329-5a248ab9e9a5 · outbound

This paper cites Language Models (Mostly) Know What They Know.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Language Models (Mostly) Know What They Know

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:79e2b1c33ed00bc8cc5e80066fd7614cee989a7642ee8f59706ed51c5151b454

Observation e92502bd-7483-4abd-9245-05630ea8906d · outbound

This paper cites AgentClinic: A Multimodal Benchmark for Tool-Using Clinical AI Agents.npj Digital Medicine, 2026.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support AgentClinic: A Multimodal Benchmark for Tool-Using Clinical AI Agents.npj Digital Medicine, 2026

Reference 43

Resolution
verified exact
doi, observed 2026-07-12T18:49:00.362766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:835e9e4ebc676d74f30bb976e9a2779d63ee91b756025cb79853cf4f470de1d2

Observation 72452e8e-7d4d-47d9-a311-5fb6faaeb5a5 · outbound

This paper cites MedAgentSim: Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MedAgentSim: Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions

Reference 44

Resolution
verified exact
doi, observed 2026-07-12T18:49:00.377698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:6fad160d941a5244965b3e1f3a5d4f42c52bdc7de97493a7862e9bacd0648eee

Observation 3bec45f6-9f3c-44d5-a576-5797670981a6 · outbound

This paper cites AI hospital: Benchmarking large language models in a multi-agent medical interaction simulator.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support AI hospital: Benchmarking large language models in a multi-agent medical interaction simulator

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:b43df011ce8f596f066eaed30e328060054dd1d1625aaa6ef47f173abdaf30cc

Observation c250257b-ae60-4e4b-91f6-5c15c80d7313 · outbound

This paper cites PatientSim: A persona-driven simulator for realistic doctor-patient interactions.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support PatientSim: A persona-driven simulator for realistic doctor-patient interactions

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:e469643cce32aedd110976e2a4f021c2abcf6d1d8290d753ed2936a865409fe1

Observation adb3bac0-5307-40f4-a590-4f9b56acd803 · outbound

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

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:ee66dce85d9dfaee190acf24f86297c167444537954e27521d8ceca9c1dfba8e

Observation c0cc4d0c-65ec-4153-8df7-33aaeb9139a5 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:4115f39685513e15e234511c30c946bcf4f90d3cc8b55530301802e188ff34e1

Observation 07fc8b0f-c41c-4c3d-bbff-b2fd9456e179 · outbound

This paper cites Selective classification for deep neu- ral networks.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Selective classification for deep neu- ral networks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:495482ea290f425661716740dbaf9b9b2182155b47728f9fa30b44c9f656bbcf

Observation d83dd156-f441-4fc9-a796-87bc591cd923 · outbound

This paper cites Cache saver: A modular framework for efficient, affordable, and reproducible LLM inference.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Cache saver: A modular framework for efficient, affordable, and reproducible LLM inference

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:41de6c9481e517775d075e9b7aeafee5791c7a7a889f09447f27fa73dad02041

Observation 327119f2-6068-4c0a-b752-cef824739f28 · outbound

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

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:3cc1190ecd1ebae51e4bcbb50df1c1b062dce26e52160bb8872829747ff82143

Observation 7ab59ec0-8b33-4ce5-b5f4-ab9efd32697d · outbound

This paper cites MedGemma Technical Report.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MedGemma Technical Report

Reference 52

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:57ac13b95fe9dde7f37fd1e4da00ef94864bcd16cf9388a409804f1fc0590299

Observation a8ad75c3-eb5c-4e64-96fe-21d871213811 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:887544a0a428ca7b766ddd6d7d9a7753005d382ff25a21d9ff2a7b614bfff5c3

Observation bd4f2bb3-4a55-4e1d-be83-4e47d359cc10 · outbound

This paper cites Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:280e6932f5cb542da1021078a845a1ee27691121add5e68906b53a97fdd0cd00

Observation 1df258d9-aaba-457a-b2a1-c64f97bb2edf · outbound

This paper cites Con- formal information pursuit for interactively guiding large language models.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Con- formal information pursuit for interactively guiding large language models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:6b06e98cea8bdff10b5764fe9dd46ede3f367f036d72ae51e4aa5b2bbdd7d438

Observation ca9b2ed3-a310-4789-b476-172a08625dec · outbound

This paper cites MedKGI: Iterative differential diagnosis with medical knowledge graphs and information-guided inquiring.arXiv preprint arXiv:2512.24181, 2025.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support MedKGI: Iterative differential diagnosis with medical knowledge graphs and information-guided inquiring.arXiv preprint arXiv:2512.24181, 2025

Reference 56

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:9afa14406f5ff1373baff0bd4d1a6a98f446a9a31677e24cd48dc26c040cf703

Observation d5845c21-37ab-4402-b81a-7e39aba2926a · outbound

This paper cites I think I had a fever.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support I think I had a fever

Reference 57

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:22fb4f153cdb0c776cd7b2202544c174b9681c3f1e2021690d226029d1ed4227

Observation 0a01ae3b-3d2d-44a3-b4bf-7d4fff975566 · outbound

This paper cites The patient might have an infection… I should ask if he has a sore throat.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support The patient might have an infection… I should ask if he has a sore throat

Reference 58

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:92822909a9fa2842a182013cf1d0460f1bf0685ad01a93dda1a4020be0f3e474

Observation cea2d93d-7969-4aa1-8670-848b03aa97ec · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:5194531da8b98cf2fcd93909a8cef045c238282bf380d4e568328f45e14aba8e

Observation 02e5cd6d-73e2-4409-81f9-0a890ecc05fa · outbound

This paper cites Yes", "Not really.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Yes", "Not really

Reference 60

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:5ae142e33b0588605be923429ebc314fc3b993768b55c03f7d4a7d488df28307

Observation ea294310-e68f-4c66-a190-d2961cc4638a · outbound

This paper cites f_fever",.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support f_fever",

Reference 61

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:640bb5d96a729816aa100478d5a6cb308d6ce7564d13aeeaad04e85d9b030081

Observation 582d046d-48ac-4408-9e4f-0e30f61f072a · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:54752df0daf86b15aa51f11bd5a52a2f412c4ada16aba08e3fb658234cc3abd6

Observation 8946966c-1584-4d4e-b93e-91b0b206fc51 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:da1a63cad84aed88b476a88a1509d49006adcd10aad4276d9fa3244a264fbedc

Observation 7c492c08-cc48-4e61-b240-7f3b23bb23f8 · outbound

This paper cites {narrative}.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support {narrative}

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:394aeeb4588a198019d16b785a1ba2f5580ad9d4862ef02fe188f2f5372acf12

Observation 07869a37-3204-4379-903e-c2ecd142908f · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:eb18532e5ae5553b113ab6bb49f510204fa20b1cd3a94ff8a4b0c86895c2a9c0

Observation bd08d5c8-7afd-4de7-9a7b-0b550515aa67 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:a47aa01e99873129b5eca5fa21d48630e1a827086e8c3db00154b4964556d45a

Observation d304c388-af8d-4139-bba1-d440b96286a7 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:0065878f3e7a4f34a7e61c05a7bd925a6f5730d516e500c4da3d61d996439328

Observation 9a6c1c3a-56f8-4879-a1f5-ff0da118b6cf · outbound

This paper cites feature_id.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support feature_id

Reference 68

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:4a6ee1fc4c2584d415b7068ed893cf1c339ff9175873a594652d7d1c1fd6ecb5

Observation 34801368-ee63-42de-a03b-d1763f8cac63 · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:89c549f076ae9bed8f38b4ef218fa844ab824cdd71056db61ada5e31dd6a75e4

Observation 4568c60b-ee67-4ab4-9b76-59e7f118b31f · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:90d646a318dc43ca95299d68ae6d8fa4ba6d1d07696ae7b7bd9d2bed261956b4

Observation a7a3c038-6135-4cc4-830d-602068a5fac3 · outbound

This paper cites I’m not sure.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support I’m not sure

Reference 71

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:cef129089e31e3dbd89d16e0f4c8d0efdd3011fded99436ded046778a4852f9f

Observation c8e69ac0-8a93-4050-8ea7-30555686549b · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c7cd33fddc7f0441a5bc5bb531554577dcf6be32c223c1704aa2c9505b7b1d3b

Observation 385f8407-6a1a-4e49-ac37-074489145dfd · outbound

This paper cites an unresolved cited work.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:e29b27046ee276c1825940a5ebf1bc269c877ee41de68951a567cc8d2b91c07c

Observation 114c602d-01c2-4cfe-9899-5a46969a5264 · outbound

This paper cites If none match, output "Unknown".

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support If none match, output "Unknown"

Reference 74

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:301e23a49d9b418ebe8cd5e834046a98eddede4284a3f37f851c6ee2055c56ef

Observation 304e037c-0ff7-422f-bc0a-bd58e4bec386 · outbound

This paper cites If a candidate cannot be mapped, output "Unknown" for that slot.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support If a candidate cannot be mapped, output "Unknown" for that slot

Reference 75

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:7fad7dbac0e96630dfd2b1d92e9cc2c591660f20a4a9beef5a0dfd8c8e6c3f59

Observation e730f707-1a70-4ad8-939b-35ec236a0245 · outbound

This paper cites abstained.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support abstained

Reference 76

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:c637f6b1d705d5366d5e68c37bfeb8636382a653ef685aee995ae2a4ad93dd6c

Observation 934b3978-0056-4b5d-a2bc-8d79ec5d3c4b · outbound

This paper cites We then measure the posterior gap between the oracle’s top-1 and top-2 diseases.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support We then measure the posterior gap between the oracle’s top-1 and top-2 diseases

Reference 77

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:09a035148c282b55f4eab35f5739adc228ea851897668660ad059dbb5338d94f

Observation 5d135b6a-4d4d-4818-988b-035d8c0c22c3 · outbound

This paper cites Two subtypes: • False Positive (FP): the engine asks about a featureabsentfrom the patient’s ground-truth profile; the pipeline returns yes.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Two subtypes: • False Positive (FP): the engine asks about a featureabsentfrom the patient’s ground-truth profile; the pipeline returns yes

Reference 78

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:3ae071c2f97c438d014af180fa01eb9f3e118f2f72994c765316caea8b630e55

Observation 2f46566a-f9fc-4d60-bd24-e8c62d8c552f · outbound

This paper cites I have chest pain even at rest, upper chest pain, and pleuritic chest pain.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support I have chest pain even at rest, upper chest pain, and pleuritic chest pain

Reference 79

Resolution
malformed identifier
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:71d966959340c5291bf6536aa93cfc04b154fb1411724411f6d5111b5eb214c2

Pith citing papers

No inbound Pith citation observations are available.