Paper Citation Record · LEDGER

Learning Predictive Checklists with Probabilistic Logic Programming

As of 12 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2411.16790.

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

pith.paper-citation-record.v1
2411.16790 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:31:33.588061Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

43 of 43 outbound references displayed

verified exact4
verified fuzzy27
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c48157f9-093a-44fb-801a-03b98317b56f · outbound

This paper cites Interpretable machine learning in healthcare.

Learning Predictive Checklists with Probabilistic Logic Programming Interpretable machine learning in healthcare

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.842863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 659c0d0d-fa35-4783-9d26-186c52ea31eb · outbound

This paper cites SIMPLE : A gradient estimator for \ k\ -subset sampling.

Learning Predictive Checklists with Probabilistic Logic Programming SIMPLE : A gradient estimator for \ k\ -subset sampling

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.829070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 561a1af5-1442-49d2-b235-f45852bd5939 · outbound

This paper cites Publicly available clinical BERT embeddings.

Learning Predictive Checklists with Probabilistic Logic Programming Publicly available clinical BERT embeddings

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.411840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33abe5aa-fa0c-40bc-a247-ae1645101cc8 · outbound

This paper cites Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai.

Learning Predictive Checklists with Probabilistic Logic Programming Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.416839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea83087f-7119-4a1a-be95-cff2daefe9ba · outbound

This paper cites Towards Explainable Neural-Symbolic Visual Reasoning.

Learning Predictive Checklists with Probabilistic Logic Programming Towards Explainable Neural-Symbolic Visual Reasoning

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:31:34.403384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad9e09e0-a42e-4d03-b1bd-ff7ebaaba2dd · outbound

This paper cites The measure and mismeasure of fairness: A critical review of fair machine learning, 2018.

Learning Predictive Checklists with Probabilistic Logic Programming The measure and mismeasure of fairness: A critical review of fair machine learning, 2018

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.806064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cab1a9e7-5f76-42f7-9f4f-5f6c8744bf07 · outbound

This paper cites The potential for artificial intelligence in healthcare.

Learning Predictive Checklists with Probabilistic Logic Programming The potential for artificial intelligence in healthcare

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.791773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3c6365b-94c1-4695-986b-c553fffe9e97 · outbound

This paper cites Predicting the impact of treatments over time with uncertainty aware neural differential equations.

Learning Predictive Checklists with Probabilistic Logic Programming Predicting the impact of treatments over time with uncertainty aware neural differential equations

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.776628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 45ab6a53-ca03-4e1f-a9f1-087a5310305b · outbound

This paper cites Probabilistic (logic) programming concepts.

Learning Predictive Checklists with Probabilistic Logic Programming Probabilistic (logic) programming concepts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.762433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 56830c1f-37ef-4192-91d5-3c978b632695 · outbound

This paper cites Techniques for interpretable machine learning.

Learning Predictive Checklists with Probabilistic Logic Programming Techniques for interpretable machine learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.748594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e7ff6cf-4957-4d22-a384-cb8edbdcc2ee · outbound

This paper cites A guide to deep learning in healthcare.

Learning Predictive Checklists with Probabilistic Logic Programming A guide to deep learning in healthcare

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.734682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c3073b8-7e79-4b42-a19d-62b6ae5a23eb · outbound

This paper cites Robinson, Jad Farha, Amanda Bradke, Sherita H.

Learning Predictive Checklists with Probabilistic Logic Programming Robinson, Jad Farha, Amanda Bradke, Sherita H

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.453696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83a0dcc-9f99-4f0e-acad-0470095c5221 · outbound

This paper cites The myth of generalisability in clinical research and machine learning in health care.

Learning Predictive Checklists with Probabilistic Logic Programming The myth of generalisability in clinical research and machine learning in health care

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.720618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bf1f170f-d6b6-406c-9e62-4330e38657af · outbound

This paper cites A review of challenges and opportunities in machine learning for health.

Learning Predictive Checklists with Probabilistic Logic Programming A review of challenges and opportunities in machine learning for health

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.461993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16826682-4fae-4bd8-b070-3914ff73cbed · outbound

This paper cites Development of medical checklists for improved quality of patient care.

Learning Predictive Checklists with Probabilistic Logic Programming Development of medical checklists for improved quality of patient care

Reference 15

Resolution: verified exact; doi, observed 2026-08-12T13:31:33.647245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f74693d3-a62f-4e5f-8798-c1028d95cee2 · outbound

This paper cites Development of medical checklists for improved quality of patient care.

Learning Predictive Checklists with Probabilistic Logic Programming Development of medical checklists for improved quality of patient care

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.697314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e5880f8d-3ccb-4419-bc7e-a1dd5c74038f · outbound

This paper cites A surgical safety checklist to reduce morbidity and mortality in a global population.

Learning Predictive Checklists with Probabilistic Logic Programming A surgical safety checklist to reduce morbidity and mortality in a global population

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.683895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0fa5b21e-438a-44aa-8eba-3a702d8f8daa · outbound

This paper cites TANGOS : Regularizing tabular neural networks through gradient orthogonalization and specialization.

Learning Predictive Checklists with Probabilistic Logic Programming TANGOS : Regularizing tabular neural networks through gradient orthogonalization and specialization

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.670253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1588aafc-63c9-4026-a83d-21623b2f4e0d · outbound

This paper cites Fair multimodal checklists for interpretable clinical time series prediction.

Learning Predictive Checklists with Probabilistic Logic Programming Fair multimodal checklists for interpretable clinical time series prediction

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.656293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a6604b0d-28af-4b92-b693-b2182d66b54a · outbound

This paper cites Johnson, Tom J.

Learning Predictive Checklists with Probabilistic Logic Programming Johnson, Tom J

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.488130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46e2857-2873-4b7c-bad3-a0fc893f9a53 · outbound

This paper cites Learning predictive and interpretable timeseries summaries from icu data.

Learning Predictive Checklists with Probabilistic Logic Programming Learning predictive and interpretable timeseries summaries from icu data

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.642478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 86c0011b-b8f0-4c63-808c-89e765194ebc · outbound

This paper cites Concept bottleneck models.

Learning Predictive Checklists with Probabilistic Logic Programming Concept bottleneck models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.626992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation de8fb72e-ef53-4d32-8ab1-1064fd85fe52 · outbound

This paper cites Introduction to statistical relational learning.

Learning Predictive Checklists with Probabilistic Logic Programming Introduction to statistical relational learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.611791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b733bccb-3e0b-4cae-9491-5d8a3dcae6a7 · outbound

This paper cites Bach, and Jure Leskovec.

Learning Predictive Checklists with Probabilistic Logic Programming Bach, and Jure Leskovec

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.505780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b8339ac-5b9f-490d-8b89-8ea9632c4289 · outbound

This paper cites Learning predictive checklists from continuous medical data.

Learning Predictive Checklists with Probabilistic Logic Programming Learning predictive checklists from continuous medical data

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:31:33.879230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 720a26f5-6010-410b-a56e-6c9a2912e0f1 · outbound

This paper cites Deepproblog: Neural probabilistic logic programming.

Learning Predictive Checklists with Probabilistic Logic Programming Deepproblog: Neural probabilistic logic programming

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.597821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e028fcfe-96b6-44b6-b0ac-f49fa2e96e5d · outbound

This paper cites Not all neuro-symbolic concepts are created equal: analysis and mitigation of reasoning shortcuts.

Learning Predictive Checklists with Probabilistic Logic Programming Not all neuro-symbolic concepts are created equal: analysis and mitigation of reasoning shortcuts

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.583476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 889e627b-5132-4ede-a001-f7a392220c5d · outbound

This paper cites Definitions, methods, and applications in interpretable machine learning.

Learning Predictive Checklists with Probabilistic Logic Programming Definitions, methods, and applications in interpretable machine learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.569095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b99962d6-3877-4a5f-baff-6a308bd8c30c · outbound

This paper cites Weakly supervised knowledge transfer with probabilistic logical reasoning for o-object detection.

Learning Predictive Checklists with Probabilistic Logic Programming Weakly supervised knowledge transfer with probabilistic logical reasoning for o-object detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.554776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3db5409a-3ba6-45ff-8bb1-d58192794118 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Learning Predictive Checklists with Probabilistic Logic Programming Pytorch: An imperative style, high-performance deep learning library

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.531970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a25e8b-9e30-49b0-afff-2fc4da54a810 · outbound

This paper cites A review on fairness in machine learning.

Learning Predictive Checklists with Probabilistic Logic Programming A review on fairness in machine learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.536374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a330ba-3f05-4054-9b0f-1298642b42b8 · outbound

This paper cites Statistical relational artificial intelligence: Logic, probability, and computation.

Learning Predictive Checklists with Probabilistic Logic Programming Statistical relational artificial intelligence: Logic, probability, and computation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.531522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5561f370-15f7-409a-80fe-3ef828b81f78 · outbound

This paper cites Early prediction of sepsis from clinical data: the physionet/computing in cardiology challenge 2019.

Learning Predictive Checklists with Probabilistic Logic Programming Early prediction of sepsis from clinical data: the physionet/computing in cardiology challenge 2019

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.516970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e0571e58-d678-4268-871d-c3a72cdfaf84 · outbound

This paper cites End-to-end differentiable proving.

Learning Predictive Checklists with Probabilistic Logic Programming End-to-end differentiable proving

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.549513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db70483-69eb-47cd-9197-5d27ff99603b · outbound

This paper cites A simple neural network module for relational reasoning.

Learning Predictive Checklists with Probabilistic Logic Programming A simple neural network module for relational reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.553821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39dd588b-fb1f-4ebd-9c30-a58757c75572 · outbound

This paper cites Evaluating unsupervised text classification: Zero-shot and similarity-based approaches.

Learning Predictive Checklists with Probabilistic Logic Programming Evaluating unsupervised text classification: Zero-shot and similarity-based approaches

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.558365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ceede6-09f6-44c3-8f04-8bb4ab774144 · outbound

This paper cites Li, Rodrigo Toro Icarte, and Sheila A.

Learning Predictive Checklists with Probabilistic Logic Programming Li, Rodrigo Toro Icarte, and Sheila A

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.483303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 68ebde17-92d1-4f55-8d8d-6039a14e8517 · outbound

This paper cites Mimic-extract: A data extraction, preprocessing, and representation pipeline for mimic-iii.

Learning Predictive Checklists with Probabilistic Logic Programming Mimic-extract: A data extraction, preprocessing, and representation pipeline for mimic-iii

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.469854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 96e055b8-1602-4e3b-bbe0-79921548e2d6 · outbound

This paper cites A bayesian framework for learning rule sets for interpretable classification.

Learning Predictive Checklists with Probabilistic Logic Programming A bayesian framework for learning rule sets for interpretable classification

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.455741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bdb2886b-8e43-4ce0-bc87-dc8771d91e5a · outbound

This paper cites Revisiting Score Function Estimators for $k$-Subset Sampling.

Learning Predictive Checklists with Probabilistic Logic Programming Revisiting Score Function Estimators for $k$-Subset Sampling

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:31:33.676983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c3640a6-7da9-46ea-b9c7-efa1c6a99eeb · outbound

This paper cites Learning optimal predictive checklists.

Learning Predictive Checklists with Probabilistic Logic Programming Learning optimal predictive checklists

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.441689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e78a35b-7fdd-40fb-a0df-d3cef2e7820f · outbound

This paper cites Interpretable convolutional neural networks.

Learning Predictive Checklists with Probabilistic Logic Programming Interpretable convolutional neural networks

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:31:34.427569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fdecb6f6-8034-4eae-9d6f-5425d8efa009 · outbound

This paper cites write newline.

Learning Predictive Checklists with Probabilistic Logic Programming write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T13:31:33.588061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.