Paper Citation Record · LEDGER

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction

As of 23 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2501.06823.

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

pith.paper-citation-record.v1
2501.06823 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:54:14.230849Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:12.553399Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T14:33:12.715872Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy12
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f500bae-a5e1-45ff-a086-b43329210562 · outbound

This paper cites Biswal, C.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Biswal, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.643578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4db7d162-d5dc-42a3-bf1a-d774f6d493c7 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.627234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0443f0aa-3587-40a7-8f0f-ab49645c4384 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.613576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d3a0efc-fed8-45cb-9a1d-1a7926206922 · outbound

This paper cites Chicco, Siamese neural networks: An overview , Artificial neural networks, (2021), pp.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Chicco, Siamese neural networks: An overview , Artificial neural networks, (2021), pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.600431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 69a63100-c55b-4193-b319-b26ebb32ce63 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.584916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c35050d-36a2-4fec-bfd7-05b2d1dca1af · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.570803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0d99302e-5e33-4480-ad2b-676ac6d30acb · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.556129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e64a6364-e8e2-4fb9-9cc7-d9efa2a4486b · outbound

This paper cites Harrer, P.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Harrer, P

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.541406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cf245ed7-f63a-47e0-9df7-0a6a1a2aaae8 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.526617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b14ad4e3-76e4-492f-821c-65c49f12768b · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.511621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 672bff8e-8b3a-4990-bf3a-bf26da640d45 · outbound

This paper cites Hsieh, Y.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Hsieh, Y

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.498974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e21c71c-ca3e-45da-8ddf-e7f77469c845 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.487599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d65de8f-aa25-42fd-b6b3-66ff7fbb96be · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.476043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2571db42-28d3-4474-aff2-3021f544c5c1 · outbound

This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:54:14.155170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0b785b4-6b4b-45bc-b870-44f4a1ea6275 · outbound

This paper cites Predicting Clinical Trial Results by Implicit Evidence Integration.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Predicting Clinical Trial Results by Implicit Evidence Integration

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:54:14.160051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b1e6c7-eafc-493b-ba4d-e9efbfa28cc6 · outbound

This paper cites Ledford, Translational research: 4 ways to fix the clinical trial., Nature, (2011).

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Ledford, Translational research: 4 ways to fix the clinical trial., Nature, (2011)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.463676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee753977-7536-45a9-b2c4-d3da5dfa2880 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.449887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 42b283d2-0f1d-4c41-9d06-eb848e7a207d · outbound

This paper cites Martin, M.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Martin, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.434449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 88bb5795-63d9-4646-847e-74e089dcd4dc · outbound

This paper cites Mlotshwa, H.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Mlotshwa, H

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.421252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e6b1106-af63-4c41-8b6b-b3868a592595 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.407079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45e7d49a-b35b-47ac-8b2d-d6f2e7530474 · outbound

This paper cites Qi and Q.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Qi and Q

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.392174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 53c83a1f-d7a4-4f48-aa76-7efb5b05831a · outbound

This paper cites Ramsundar , Molecular machine learning with DeepChem, PhD thesis, Stanford University, 2018.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Ramsundar , Molecular machine learning with DeepChem, PhD thesis, Stanford University, 2018

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.378533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 371e3bb0-ec94-416d-97d0-7b5e572c2e81 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.364314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dc50c6f7-9af3-4a91-bd9d-888474cc4f82 · outbound

This paper cites Sohn, Improved deep metric learning with multi- class n-pair loss objective , Advances in neural informa- tion processing systems, 29 (2016).

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Sohn, Improved deep metric learning with multi- class n-pair loss objective , Advances in neural informa- tion processing systems, 29 (2016)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.350598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2764f6f5-0cce-4db1-b4d2-ac6eb2cdc439 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.335686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 58fff35b-229c-4df6-b4ed-71879920cf12 · outbound

This paper cites an unresolved cited work.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:54:14.319312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6f3dcbf-f355-4a3e-85a1-aed86f1d600e · outbound

This paper cites Yin, Clinical trial design: Bayesian and frequentist adaptive methods, vol.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Yin, Clinical trial design: Bayesian and frequentist adaptive methods, vol

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.306237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0fa0f7d-7e06-4334-a75f-871e44b607d3 · outbound

This paper cites inclusion.

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction inclusion

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:54:14.290956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 17d23761-57c0-4b3b-86aa-9bd32f26197f · inbound

CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs cites this paper.

CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:33:12.835248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.