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Paper Citation Record · LEDGER

Surrogate modeling for interpreting black-box LLMs in medical predictions

As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2604.20331.

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

pith.paper-citation-record.v1
2604.20331 v2

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T00:30:03.794570Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 exact3
  • verified fuzzy30
  • unresolved43
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3a6de68-d0a5-47ca-b520-1f59f86a3d5d · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a088effd-138d-45cb-8fdb-628459ed3cfe · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9e2fc15d-9afd-4db3-9813-140899ef7920 · outbound

This paper cites & Barrera, J.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Barrera, J

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9c1ea1ba-bf82-4261-8076-d505b5a87a41 · outbound

This paper cites Nature 619, 671–672 (2023).

Surrogate modeling for interpreting black-box LLMs in medical predictions Nature 619, 671–672 (2023)

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 471bd651-c2f5-4bb6-b5b8-bdd812365cc2 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 5

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8b7551fc-e36c-4201-bfbd-03f999914c15 · outbound

This paper cites Academia and industry must oversee it - together.

Surrogate modeling for interpreting black-box LLMs in medical predictions Academia and industry must oversee it - together

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 3ad75f54-9fc5-40b4-900c-fac4780fa653 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 7

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a1530e07-6cb9-4e36-b4cd-87ab904cafc0 · outbound

This paper cites & Zou, J.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Zou, J

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 88f43713-e182-4b0c-9ece-bc26be7164c5 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e194d5f9-976a-4ba1-ae39-e4c80cd67ee7 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b836934e-0727-4a69-9d3f-467bd61d10cd · outbound

This paper cites Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias.

Surrogate modeling for interpreting black-box LLMs in medical predictions Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

Reference 11

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0712ea60-8df2-4c09-bb25-091de4a6d657 · outbound

This paper cites & Gal, Y.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Gal, Y

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 91efffbd-1d40-47c1-90ac-d01e5b09a2a4 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation aeeb487f-63b4-4c43-934d-4450b575fe50 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 32ad70a9-6887-427b-8e22-744875f342fa · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a0ba29f0-1c3c-44f4-a666-06f8cc86dd87 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 16

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8a736058-4369-47cb-ab6a-f3b3afb33cfb · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.985974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 10bd2d20-8238-4605-b55a-44300ddb5c97 · outbound

This paper cites & Orth, M.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Orth, M

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5d3da768-4f11-4cda-ad16-84d6f5a2bbc2 · outbound

This paper cites W., Freeman, D.

Surrogate modeling for interpreting black-box LLMs in medical predictions W., Freeman, D

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 237ed3e9-b435-4510-a703-ff0940515888 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 21

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d219852a-ec09-4fcb-bf8e-fd55cfbb7b1f · outbound

This paper cites https://openai.com/chatgpt.

Surrogate modeling for interpreting black-box LLMs in medical predictions https://openai.com/chatgpt

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 152a0b29-5fd0-4f68-8718-6c4878777a52 · outbound

This paper cites https://www.anthropic.com/news/claude-3-5-sonnet.

Surrogate modeling for interpreting black-box LLMs in medical predictions https://www.anthropic.com/news/claude-3-5-sonnet

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 0315ecf5-6d21-470c-b977-ea73d04b7afe · outbound

This paper cites Google DeepMind https://deepmind.google/technologies/gemini/pro/.

Surrogate modeling for interpreting black-box LLMs in medical predictions Google DeepMind https://deepmind.google/technologies/gemini/pro/

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e43d4f26-cab3-49a2-859c-431071ecc630 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 25

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation cc6a0e75-649e-494a-acbf-17311b9abb1d · outbound

This paper cites B., Sr et al.

Surrogate modeling for interpreting black-box LLMs in medical predictions B., Sr et al

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d3b81dc1-a772-4afe-8f0c-4f145a46525c · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Surrogate modeling for interpreting black-box LLMs in medical predictions A Unified Approach to Interpreting Model Predictions

Reference 27

Resolution
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arxiv_id, observed 2026-05-10T00:34:47.180941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d03b5cd7-5e99-4e34-9575-c4e237fbd2ac · outbound

This paper cites https://llm-surrogate.com/.

Surrogate modeling for interpreting black-box LLMs in medical predictions https://llm-surrogate.com/

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9fdb1773-4c44-491b-85ab-a613dc6ca7b1 · outbound

This paper cites A., Lester, J.

Surrogate modeling for interpreting black-box LLMs in medical predictions A., Lester, J

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 87d44c64-57a0-4864-99b6-d1c734d1ef11 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 30

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6a752efc-38b6-47f9-a372-67f6d6a52e50 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 63ec3732-34ab-4d0a-aacc-617aeacf8ac6 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.167384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation adef18da-87d0-478e-bbbe-64bf88be81a4 · outbound

This paper cites T., Pogue, J.

Surrogate modeling for interpreting black-box LLMs in medical predictions T., Pogue, J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.021668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b8e205e3-a1d8-4429-826d-2cd08591c5f3 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.145165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9ebc4b2f-7138-4359-a72b-7c21d919c9f8 · outbound

This paper cites Perspectives on the Social Impacts of Reinforcement Learning with Human Feedback.

Surrogate modeling for interpreting black-box LLMs in medical predictions Perspectives on the Social Impacts of Reinforcement Learning with Human Feedback

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-10T00:34:47.183425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:5c9b0a77be618045ef75dd40709242d453596094a72aea5c2ff69a28d74ee354

Observation 3f19a46d-04e7-44f0-9261-d90d21f08b10 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

Surrogate modeling for interpreting black-box LLMs in medical predictions Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T01:38:08.797180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:4d407c7057e22b2d533535393d1fa07eb4bc0a96b837e07ead78b08dbb49f714

Observation bbf67e08-ae39-4213-8158-d82edeff746e · outbound

This paper cites & Bhayana, R.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Bhayana, R

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.083561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:ddaad8d83b4a9629043a010af4e89ac46fae00ab5b76fb7727bee4c530dcbb51

Observation 12a0e664-49e4-4ff0-acb4-aaad1cff4d84 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.073073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:dd3f7e35f09d7e39448c51c523f85130cb71749968e5f0f10db0802490874d6b

Observation e0f22e5a-6acb-46d2-8257-cb58ab0e51af · outbound

This paper cites Exploring the pitfalls of large language models: Inconsistency and inaccuracy in answering pathology board examination-style questions.

Surrogate modeling for interpreting black-box LLMs in medical predictions Exploring the pitfalls of large language models: Inconsistency and inaccuracy in answering pathology board examination-style questions

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.148888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:0f2e6ed1a649575a625fc226b086ab7ce7dbbb783e0fd1b6fde91cfd4ce45b27

Observation 2c7678ad-9c1d-4b5d-a391-cff4f9589375 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.069903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:cdb7cc6701ff8e407ab95c273f84e4f31857aad009e0cd838beb6f81741a1def

Observation f74f9d7c-6689-4121-a1a8-8a4abc85d5bc · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.066453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:08a4e7eb262b4f550982ae59f04e3e6c6a0d5389a7e8bbc17285de7cce91f9f8

Observation eddd43e9-931a-4b0b-8662-70a7c22229cd · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.936111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:4028774d3e78134815043340ff58f28348ee3aec868a21caaace00fef0392096

Observation a78166ce-5e99-4871-b859-14cce6039901 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.100785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:bf5cf9f4002d5e8b8a8138c3ff7a43d0aa5e5e9ed8a1b32381776862d68fa2dc

Observation 26c68033-118a-45ed-a407-3246ed5fcc84 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.960886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:db5a81776f78252931e71c171d3e71fd346b110c53604cabc08f60a22abbf58d

Observation b6fa5851-906c-4570-8927-0e80ba7264a3 · outbound

This paper cites Re-evaluating GPT-4’s bar exam performance.

Surrogate modeling for interpreting black-box LLMs in medical predictions Re-evaluating GPT-4’s bar exam performance

Reference 49

Resolution
verified exact
doi, observed 2026-05-10T00:34:47.188560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:526f08cf708c0124c1c39ea7040b80389468a461205b44fc34f640dbacbce3a4

Observation fb7d70ac-ec04-4cdd-8085-604de61e1efb · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.925186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:4f26bd718624c6cc2c96c97b3015a36b6cc53379cec218908ec9e8c0d83971c8

Observation 60bd3495-fb87-4617-9092-e58488dffb26 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.141467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:b7226a50b19c1307c37b4e94b3d6a2c1c615a83db7d462ff66b4d0d084d2c649

Observation fc12e4bd-ab58-4976-9bd3-3bd9907a3192 · outbound

This paper cites creative freedom.

Surrogate modeling for interpreting black-box LLMs in medical predictions creative freedom

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:35.932377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:612c7ba6b6b880a09e5f556f8b2e5f1f89262997bd68d7e0d0656d8afacf988b

Observation f14d569e-4fc2-4787-8826-c4449bc066ad · outbound

This paper cites C., Jr et al.

Surrogate modeling for interpreting black-box LLMs in medical predictions C., Jr et al

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:35.918156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:1163b4c3fa23eac2d847fd4b56c309c1a51a8d457061384a3adf69587233d3f3

Observation 3f2e9920-9873-4768-b3e2-ac2d8a909c0e · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.978610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:725a7b250245669e4eff7c3445bae205756e2a06d6aded2372dc87d58d2cdb1f

Observation 58faa854-e43f-470b-882a-0fdbd5697f68 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.042995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:8458c42c25ab004eb37cea3b4b425efe8629a770b4d5cc7d901978bcee9ac2e5

Observation 36b4bc49-3ffa-4c4f-b27c-0a04ac61175f · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.910461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:737185036b2e03875f7806dca0824c1588843380f9cb061d618b329f4f064bf7

Observation 20c6f30b-b800-42d5-a3b8-9ab3e8bc29ab · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.989245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:f44cb582a14442da139490aa4060ff27eba84549b3eb1ce6b262106c63ab1a4d

Observation 9eecef14-0e3c-4098-8c9e-15fb2e1161ff · outbound

This paper cites & Marx, N.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Marx, N

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.036382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:160a7fe3f6ccc16bd57450d51b58f2e8d325e2eab4406bc7a22b41ca077d963d

Observation e9f8523c-2b59-45e6-a84a-d94bc60ce49f · outbound

This paper cites H., Nitsch, D., Neuen, B.

Surrogate modeling for interpreting black-box LLMs in medical predictions H., Nitsch, D., Neuen, B

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.007510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:3d2330104a50a6761d6a74e637d7febd0d38f3ebf230ddfaedfeb64d7cfb6759

Observation dcbc0dd0-6053-46a4-af2c-1f79430907c7 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.996079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:7c0c9c5dccc6b0bc3ee417007b6f7a8a4e5fbf3fcf269f07161f9be0fc500bd9

Observation 0d315210-9bbf-46df-a9c5-92b56f35b52e · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.126187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:6e511334920c2b3b823bdf199621b76d9970a157558c8460778957bdb067df30

Observation bbb468fa-9e9c-4bbb-aea6-ce7cb02447e7 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.028976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:5e1c573d8c2f631782c4ce8998e06bd55d798e18e3555c7a70fa4625a440f97f

Observation 163b247b-67bd-4e27-add6-edcccee98bb2 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.914309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:2e547d2cc4d71caa56e619f04214fafac9e96380ab297de47eebb59f1d09ea38

Observation 56dfc089-58fc-48a4-b22c-4e7b0ddf95fb · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.921607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:e2bd9771dd0f926faaf7527ed66ea8a4726f76fc5d9fa7ea31c13c65c4f58d13

Observation 1a282816-d53f-4e3e-9393-dc9ed7c145c7 · outbound

This paper cites T., Pogue, J.

Surrogate modeling for interpreting black-box LLMs in medical predictions T., Pogue, J

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.000113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:4109ac7dd4a26974fb84dd5eb794e8eb9f3677975eb5f42e443b488b59d17038

Observation ef489747-bffd-4f92-a913-12f60c2c29d8 · outbound

This paper cites Blood cholesterol and vascular mortality by age, sex, and blood pressure: a meta-analysis of individual data from 61 prospective studies with 55,000 vascular deaths.

Surrogate modeling for interpreting black-box LLMs in medical predictions Blood cholesterol and vascular mortality by age, sex, and blood pressure: a meta-analysis of individual data from 61 prospective studies with 55,000 vascular deaths

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.003940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:65864daef18b8a05a8976b7ef21588cff287b1fcb386bd449a232712346692e3

Observation 41ad05ab-f3ab-40db-b726-b1af33d18f1d · outbound

This paper cites Lipid-related markers and cardiovascular disease prediction.

Surrogate modeling for interpreting black-box LLMs in medical predictions Lipid-related markers and cardiovascular disease prediction

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:35.903560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:66c820497f8a3ca09862b129bb55569c29acd71cd9dd31bd16490c10dbf58ca4

Observation dd762a2a-1259-46bb-9003-15adf9614f15 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.992625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:a8a4d835e01150bad61c00b1ffc347e5d34dccb9239a52ec39483bd6f3fb5e1b

Observation d907cf16-6f9e-449e-8265-c5f345c4034b · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.906938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:6700639a05d60147fe15126c997d8ed2a422953df6909aaa0eed32f6dc0d6c63

Observation 7286b447-4882-468a-81e5-1d2dfaa84aad · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:35.943173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:eaa5b3a8d444f74d220145aba757b741f830e27c325564e5d2ad4d52f77be0a3

Observation f4dcd676-c3db-436b-8edb-1a5363cc3a50 · outbound

This paper cites L., Benn, M.

Surrogate modeling for interpreting black-box LLMs in medical predictions L., Benn, M

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:35.949254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:1e9fa1a4258d770ab6ff9a76e836c6e2f4352a041c57462b2ec62239d528b661

Observation fd4268ff-c4ed-45ce-857d-8225a12edb06 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.012873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:65d783b75e9918ed23d3305cb250c924d825567c8d0349b098a3211c3c949a56

Observation 91666719-dfc4-4484-83c5-77f2d3374d93 · outbound

This paper cites & Cheng, J.-D.

Surrogate modeling for interpreting black-box LLMs in medical predictions & Cheng, J.-D

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.133974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:01355d718526f05ff3fb5631942227b20ae4a0710f82d19be24a0fba600ba2b4

Observation 3349ddaf-6b43-4a05-ae7b-65cd2d2c082e · outbound

This paper cites C-reactive protein concentration and risk of coronary heart disease, stroke, and mortality: an individual participant meta-analysis.

Surrogate modeling for interpreting black-box LLMs in medical predictions C-reactive protein concentration and risk of coronary heart disease, stroke, and mortality: an individual participant meta-analysis

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.159474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:2669826fb4448babf706ef3ea023554faee8a4372371d015382dc5ac16315310

Observation d8753a90-ca53-41d2-aef1-43af315589e9 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.103998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:7eb2ebf7bc57a114422c53b9ebf6819f1589f3a73502a95f6aadb2cb145a463d

Observation 691e8649-ac0e-4e2b-8f52-a7c7f4fe2569 · outbound

This paper cites T., Levy, R.

Surrogate modeling for interpreting black-box LLMs in medical predictions T., Levy, R

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.093703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:b8c6a599f074e0902a84c450625fa9d9e16e891dbd34658e685d09bed949e990

Observation 5b3d629d-f1d5-4581-8c52-f1c81b3a0689 · outbound

This paper cites https://platform.openai.com/docs/api-reference/chat.

Surrogate modeling for interpreting black-box LLMs in medical predictions https://platform.openai.com/docs/api-reference/chat

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.097537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:01d2e5839440837792830eadf6399b19edc2746fca9eb4e3f6a8fb79b4c2e846

Observation 46e15819-8c32-4ba7-91ff-c8758f4b2945 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.107275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T00:30:03.794570Z digest=sha256:a5627cf169dcb22bc06c33e6c5f33385b306ca6be68c0fbf00833ac96be17651

Observation 685db4e8-4789-4497-9dc3-5314e6ced321 · outbound

This paper cites J., Lebowitz, M.

Surrogate modeling for interpreting black-box LLMs in medical predictions J., Lebowitz, M

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.178876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation caf35aff-df6b-46d5-83dc-980eb9d57b08 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.056092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c82bc34b-8722-4a1e-aa83-0f97d9dde411 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.046232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ff7dfbb8-8c87-40d6-8108-b24c0264ce52 · outbound

This paper cites an unresolved cited work.

Surrogate modeling for interpreting black-box LLMs in medical predictions Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-05-23T11:15:36.032771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b0256796-8859-4444-a655-c1216ba98077 · outbound

This paper cites Pulmonary Function Prediction Equations-Clinical Ramifications of a Universal Standard.

Surrogate modeling for interpreting black-box LLMs in medical predictions Pulmonary Function Prediction Equations-Clinical Ramifications of a Universal Standard

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T11:15:36.175230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e5d3bc57-ce10-4790-bb83-8d985c23d3e4 · outbound

This paper cites Surrogate prediction model (+None).

Surrogate modeling for interpreting black-box LLMs in medical predictions Surrogate prediction model (+None)

Reference 84

Resolution
malformed identifier
raw_fallback, observed 2026-05-23T11:15:36.130548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Pith citing papers

No inbound Pith citation observations are available.