Paper Citation Record · LEDGER

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare

As of 15 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2603.00192.

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

pith.paper-citation-record.v1
2603.00192 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T18:50:20.219579Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy22
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7c97729-d4e6-4043-9297-a0eec32622e6 · outbound

This paper cites An international randomized trial comparing four thrombolytic strategies for acute myocardial infarction.The New England Journal of Medicine, 329(10):673–682.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare An international randomized trial comparing four thrombolytic strategies for acute myocardial infarction.The New England Journal of Medicine, 329(10):673–682

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.263872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6db90aec-b52f-4098-8183-e0d36c02cde8 · outbound

This paper cites Poon, Christy Harris Lemak, Juan C.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Poon, Christy Harris Lemak, Juan C

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.268030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf95c96d-8341-4164-b3c8-edc85fc2001e · outbound

This paper cites Machine learning and healthcare: Potential benefits and issues.The Journal of Ambulatory Care Management, 46(2):114–120.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Machine learning and healthcare: Potential benefits and issues.The Journal of Ambulatory Care Management, 46(2):114–120

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.207905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 09afaf3d-1056-4195-939e-6b1eb8be64bd · outbound

This paper cites an unresolved cited work.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-15T18:51:31.255251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c262054f-97d1-4b92-b10d-7e7baaf6f999 · outbound

This paper cites Bansak, Elisabeth Paulson, and Dominik Rothenhaeusler.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Bansak, Elisabeth Paulson, and Dominik Rothenhaeusler

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.203977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8f67d618-6963-4ce7-a352-4ba00027b970 · outbound

This paper cites Weinberger.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Weinberger

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.211709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3d98f18c-8090-47d2-8534-c32dd45b4144 · outbound

This paper cites Dissecting racial bias in an algorithm used to manage the health of populations.Science, 366(6464):447–453.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Dissecting racial bias in an algorithm used to manage the health of populations.Science, 366(6464):447–453

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.251706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b57de140-0b5b-43fc-b429-0d87baa72eed · outbound

This paper cites Learning from noisy labels with deep neural networks: A survey.IEEE Transactions on Neural Networks and Learning Systems, 34(11):8135–8153.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Learning from noisy labels with deep neural networks: A survey.IEEE Transactions on Neural Networks and Learning Systems, 34(11):8135–8153

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.259587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ec45b81-1e66-4b13-a08d-697260256b5f · outbound

This paper cites Yusufujiang, C.L.A.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Yusufujiang, C.L.A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.271789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40fa7e20-b544-4bf8-ba72-0b92f8faa057 · outbound

This paper cites Riley, Andrew Pate, Paramjit Dhiman, Laura Archer, Gary P.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Riley, Andrew Pate, Paramjit Dhiman, Laura Archer, Gary P

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.279405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 419a401f-01c7-4176-ab34-35bb2bf185ac · outbound

This paper cites Riley and Gary S.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Riley and Gary S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.287427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 35c4044b-e9c4-4735-857d-f1eadd553613 · outbound

This paper cites Springer.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Springer

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.215848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bcac6d01-f24b-4a9d-86ec-0d9dbd503ec2 · outbound

This paper cites Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:51:30.545855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6422c6c4-a090-41d4-bda7-720c65136a96 · outbound

This paper cites Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Lelkes, Akshit Tyagi, Jonas Kemp, Ethan Steinberg, N

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.232381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d513ffbb-a209-41e2-b6ba-e1b39cb611ca · outbound

This paper cites Collins, Johannes B.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Collins, Johannes B

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.228056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 61534b7a-3171-410c-8e29-8178f47d01a6 · outbound

This paper cites Statistical modeling: The two cultures.Statistical Science, 16(3):199–215.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Statistical modeling: The two cultures.Statistical Science, 16(3):199–215

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.275490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6dd20611-1f69-49f4-9abb-96952b1202f1 · outbound

This paper cites an unresolved cited work.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-15T18:51:31.236094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 33790be7-4da7-4e80-9d62-43a60d4fd53c · outbound

This paper cites Reconciling modern machine-learning practice and the classical bias–variance trade-off.Proceedings of the National Academy of Sciences, 116(32):15849–15854.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Reconciling modern machine-learning practice and the classical bias–variance trade-off.Proceedings of the National Academy of Sciences, 116(32):15849–15854

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.247115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f78faf20-4643-490c-803e-69b45c4e1daf · outbound

This paper cites Tibshirani.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Tibshirani

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.243149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 15a8944c-20da-4754-ab9d-54fac9d77aeb · outbound

This paper cites The estimation of prediction error: Covariance penalties and cross-validation.Journal of the American Statistical Association, 99(467):619–632.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare The estimation of prediction error: Covariance penalties and cross-validation.Journal of the American Statistical Association, 99(467):619–632

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.291450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b0eea576-1c6c-41c6-9ee4-2ace6799768e · outbound

This paper cites Steyerberg, Marinus J.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Steyerberg, Marinus J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.294636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 50b70984-bc7a-4fbe-9c15-4032edc63503 · outbound

This paper cites Riley, Danielle van der Windt, Peter Croft, and Karel G.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Riley, Danielle van der Windt, Peter Croft, and Karel G

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.224212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 029f4dd0-b974-4f66-9ae1-b36b5169bf83 · outbound

This paper cites Goodfellow, Oriol Vinyals, and Andrew M.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Goodfellow, Oriol Vinyals, and Andrew M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.240084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9b2c6492-068d-4056-be12-15dfe0e161ac · outbound

This paper cites All models are wrong and yours are useless: making clinical prediction models impactful for patients.npj Precision Oncology, 8(1):54.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare All models are wrong and yours are useless: making clinical prediction models impactful for patients.npj Precision Oncology, 8(1):54

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.283678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9ba5d8db-1757-4c31-9fa8-631b3c823a88 · outbound

This paper cites Adoption challenges to artificial intelligence literacy in public healthcare: An evidence based study in saudi arabia.Frontiers in Public Health, 13:1558772.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Adoption challenges to artificial intelligence literacy in public healthcare: An evidence based study in saudi arabia.Frontiers in Public Health, 13:1558772

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:51:31.298834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a7083e60-69eb-4e66-aa92-ed6cd7f1b0a0 · outbound

This paper cites an unresolved cited work.

Diagnostics for Individual-Level Prediction Instability in Machine Learning for Healthcare Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-15T18:51:31.220198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.