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Paper Citation Record · LEDGER

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2504.12156.

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

pith.paper-citation-record.v1
2504.12156 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:41:35.909097Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

46 of 46 outbound references displayed

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  • verified fuzzy9
  • unresolved32
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43db6e96-3138-4f9c-88fe-08d7c11a8ffa · outbound

This paper cites write newline.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications write newline

Reference 1

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Observation a94b46df-7f74-4f66-a58d-a6b6bcff1d30 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 2

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Observation efe39208-d3a0-4694-81df-fdc03c3f14db · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 3

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Observation 7bee3806-1a0f-40f7-9725-70387541899b · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 4

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Observation 30f34673-5ee8-408e-ad78-2c76ab5eeb43 · outbound

This paper cites S., Zhao, P., & Li, X.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications S., Zhao, P., & Li, X

Reference 5

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Observation 06fefb6d-37ef-4d7d-8e61-17fb7d53fda9 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 6

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Observation fb1e9ed2-04c2-4d29-8d19-8a7e5c0c9475 · outbound

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Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation 8332cbd6-d392-4bfc-92fd-52fa7ffa2a79 · outbound

This paper cites (2024, July).

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications (2024, July)

Reference 8

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Source-reported events for the cited work

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Observation 81fa9763-2d4b-4526-9bb2-4719518a1610 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 9

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Observation 47f22145-a72d-4a22-b7d1-2f476a9bb4da · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 10

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Observation d3bbf7b2-18a7-47b0-88ef-1fa699949a39 · outbound

This paper cites An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification

Reference 11

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Source-reported events for the cited work

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Observation 2d9d469c-2df6-4a09-a3d9-e3dbbb2ccf9d · outbound

This paper cites F., Lee, K., Choksi, M.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications F., Lee, K., Choksi, M

Reference 12

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verified fuzzy
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Source-reported events for the cited work

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Observation 04b01d87-a9a8-4705-be17-4705892493d0 · outbound

This paper cites Reconciling Model Multiplicity for Downstream Decision Making.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Reconciling Model Multiplicity for Downstream Decision Making

Reference 13

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Observation f9d3ef15-71cc-4e39-851e-555e756b1661 · outbound

This paper cites The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity

Reference 14

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Observation cb054595-77bf-44dc-9f93-e3df5fe1882d · outbound

This paper cites Sources of Uncertainty in Supervised Machine Learning -- A Statisticians' View.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Sources of Uncertainty in Supervised Machine Learning -- A Statisticians' View

Reference 15

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Unavailable: canonical work link unavailable.

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Observation 2a793458-a1b3-4086-bbd3-8b0515ca8ba8 · outbound

This paper cites Predictive maintenance on event logs: Application on an ATM fleet.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Predictive maintenance on event logs: Application on an ATM fleet

Reference 16

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Unavailable: canonical work link unavailable.

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Observation 49a2390e-22c0-4466-95e6-9380b08f87fe · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 8dcbd15a-2cf7-4268-b3a9-3f5fc45b5758 · outbound

This paper cites C., & Mathew, J.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications C., & Mathew, J

Reference 18

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Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 19

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Source-reported events for the cited work

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Observation 04a2ae79-bd59-40cc-9517-422f3d93c42c · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 20

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Observation 022db5de-2a04-4819-9d37-d198e109429b · outbound

This paper cites B., Blackstone, E.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications B., Blackstone, E

Reference 21

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Observation 3a7f5121-3388-4b43-b695-fad6828f502b · outbound

This paper cites Identifying Drivers of Predictive Aleatoric Uncertainty.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Identifying Drivers of Predictive Aleatoric Uncertainty

Reference 22

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Observation bac25112-5b09-4643-b5f1-e07523d5910b · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 23

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Observation 0bf193c4-cb3a-46e1-a386-b0b5bbf76025 · outbound

This paper cites Predictive Maintenance using Machine Learning.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Predictive Maintenance using Machine Learning

Reference 24

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Observation 496724f1-8d3c-4b27-a4d0-e7b301788cdb · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 25

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Observation 120bd897-c72f-44dc-a26a-84c17e943be7 · outbound

This paper cites Practical Attribution Guidance for Rashomon Sets.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Practical Attribution Guidance for Rashomon Sets

Reference 26

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Observation 575be0d5-8ae3-47d4-977b-f7a77beeb70c · outbound

This paper cites RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications RULSurv: A probabilistic survival-based method for early censoring-aware prediction of remaining useful life in ball bearings

Reference 27

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Observation 8db1e6ac-8a7e-4174-9639-b02f312c42a5 · outbound

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Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7a22b099-6bfc-441a-b21c-b781748d9d80 · outbound

This paper cites L., Shaker, M.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications L., Shaker, M

Reference 29

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Source-reported events for the cited work

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Observation d1ea58c9-b12a-47cc-8d2a-b97d58951aeb · outbound

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Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 30

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Observation 3a3cf7d0-66db-4303-a065-48fe9720a3f0 · outbound

This paper cites S., Rögnvaldsson, T., & Choudhury, S.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications S., Rögnvaldsson, T., & Choudhury, S

Reference 31

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Source-reported events for the cited work

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Observation 72cb1d3b-c51a-47fa-9a8d-ad0ec6319def · outbound

This paper cites Amazing Things Come From Having Many Good Models.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Amazing Things Come From Having Many Good Models

Reference 32

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Source-reported events for the cited work

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Observation 9c14d3f1-7b11-49f9-a899-1fcae9834abe · outbound

This paper cites (2008, October).

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications (2008, October)

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2797f76d-42fb-4de3-a1b9-a7f16da15415 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 429792e6-8cd1-4890-8827-116818b54a82 · outbound

This paper cites D., Nourelfath, M., & Hajji, A.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications D., Nourelfath, M., & Hajji, A

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d965b2da-4e4d-4048-849e-756b78b93247 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-16T12:41:36.486223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5ff4e498-e027-4773-b977-8e2a8bde0da2 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 37

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 38

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation eba54c17-3872-4f9b-ae42-717cded57143 · outbound

This paper cites (2021, September).

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications (2021, September)

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 699e7764-406e-41c1-8b74-74214a61178a · outbound

This paper cites C., & Ustun, B.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications C., & Ustun, B

Reference 40

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fb2183a6-2123-4234-867a-6eb9f989baca · outbound

This paper cites M., & Chouldechova, A.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications M., & Chouldechova, A

Reference 41

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3c3c162b-5a04-4504-9d83-9f472cc72e62 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 42

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:41:35.892132Z digest=sha256:4810d34b28b9f34f316d4a66eccfa7f3b303c57248e3aa25cd5e7235c87d476a

Observation b28d26db-d8d5-4546-bb22-9f635fd6edd1 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 43

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cc5db0fe-3093-44b8-b9ee-249c86268d92 · outbound

This paper cites Rashomon perspective for measuring uncertainty in the survival predictive maintenance models.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Rashomon perspective for measuring uncertainty in the survival predictive maintenance models

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-16T12:41:36.061460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b8cc4d65-e00d-4152-a342-00d640961b0e · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:41:36.406068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4f26b746-dfcb-4ca4-b35c-d464546682b2 · outbound

This paper cites an unresolved cited work.

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications Unresolved cited work

Reference 46

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.