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Paper Citation Record · LEDGER

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.06605.

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

pith.paper-citation-record.v1
2607.06605 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T02:07:30.164842Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

19 of 19 outbound references displayed

  • verified exact3
  • verified fuzzy13
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e5468f6-2f08-4591-b57d-e3860abdf402 · outbound

This paper cites an unresolved cited work.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It 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 2026-08-08T06:32:00.761636+00:00.

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Observation 6dead236-6881-4335-b9d5-05142315e706 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 2

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation f30a2882-29a9-4a1c-8f75-a340a4b6d31a · outbound

This paper cites Least Ambiguous Set-Valued Classifiers With Bounded Error Levels.Journal of the American Statistical Association2019, 114, 223–234.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Least Ambiguous Set-Valued Classifiers With Bounded Error Levels.Journal of the American Statistical Association2019, 114, 223–234

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5f506b88-a00e-449d-b2ce-f378f9c44eb5 · outbound

This paper cites Classification with Valid and Adaptive Coverage.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Classification with Valid and Adaptive Coverage

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 2026-08-08T06:32:00.761636+00:00.

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Observation 68a33e78-9d7d-423e-8f95-1a9f0a6fcde3 · outbound

This paper cites Conditional Validity of Inductive Conformal Predictors.Machine Learning2013, 92, 349–376.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Conditional Validity of Inductive Conformal Predictors.Machine Learning2013, 92, 349–376

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 1b6f814f-3722-4ff0-ac17-362a8f06c223 · outbound

This paper cites N.; Gomes, J.; Geniesse, C.; Pappu, A.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It N.; Gomes, J.; Geniesse, C.; Pappu, A

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 2026-08-08T06:32:00.761636+00:00.

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Observation bf097c99-6f38-4c9c-a558-4b0fe64ec779 · outbound

This paper cites Extended-Connectivity Fingerprints.Journal of Chemical Information and Modeling2010, 50, 742–754.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Extended-Connectivity Fingerprints.Journal of Chemical Information and Modeling2010, 50, 742–754

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T02:07:44.025370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d76edef4-0c6f-4639-8ace-33307ef5502e · outbound

This paper cites Random Forests.Machine Learning2001, 45, 5–32.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Random Forests.Machine Learning2001, 45, 5–32

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 2026-08-08T06:32:00.761636+00:00.

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Observation 33bb8aa6-91d9-4189-a3b1-a0547f0b0aaf · outbound

This paper cites N.; Welling, M.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It N.; Welling, M

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2068764d-cda2-4556-b1c4-7e488cdd49cf · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Fast Graph Representation Learning with PyTorch Geometric

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4e3c232d-2942-44ef-8295-1b43c68ef264 · outbound

This paper cites ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction

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 2026-08-08T06:32:00.761636+00:00.

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Observation 7112f1f4-fded-44bf-9c0e-a5154d2820e7 · outbound

This paper cites an unresolved cited work.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-07-11T02:07:44.200873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9da30ad1-9223-4499-8bc9-67a3b823d45e · outbound

This paper cites Introducing Conformal Prediction in Predic- tive Modeling.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It Introducing Conformal Prediction in Predic- tive Modeling

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9b5eef90-557a-4584-8ecb-044b8a77e43c · outbound

This paper cites The Application of Conformal Prediction to the Drug Discovery Process.Annals of Mathematics and Artificial Intelligence2015, 74, 117–132.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It The Application of Conformal Prediction to the Drug Discovery Process.Annals of Mathematics and Artificial Intelligence2015, 74, 117–132

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 14bef40a-e9f5-47b4-82f3-7020e2194ce7 · outbound

This paper cites F.; Teixeira, A.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It F.; Teixeira, A

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 367c319d-b702-4d3a-888e-2dc00dc42606 · outbound

This paper cites an unresolved cited work.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It 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 2026-08-08T06:32:00.761636+00:00.

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Observation f1f2daad-e678-44c1-a845-7b51b84c44e6 · outbound

This paper cites A.; Rossoshek, A.; Simeonov, A.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It A.; Rossoshek, A.; Simeonov, A

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 99f48c6b-80fe-4c07-9bc6-09441c1c7b68 · outbound

This paper cites RDKit: Open-Source Cheminformatics.https://www.rdkit.org.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It RDKit: Open-Source Cheminformatics.https://www.rdkit.org

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-11T02:07:30.164842Z digest=sha256:41986a1f434daf394487b2f7bcc888d2b0c1d9dbd6c1e574ed98674ee7613931

Observation d7b2b9c2-54b0-41ac-a714-473712fce075 · outbound

This paper cites W.; Murcko, M.

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It W.; Murcko, M

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Pith citing papers

No inbound Pith citation observations are available.