Paper Citation Record · LEDGER

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine

As of 14 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2412.03427.

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

pith.paper-citation-record.v1
2412.03427 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:27:55.032081Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:27:41.609691Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy7
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d34eb11c-6645-48d1-98cc-f7425b58577b · outbound

This paper cites A survey on data-efficient algorithms in big data era.Journal of Big Data, 8(1):24, January 2021.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine A survey on data-efficient algorithms in big data era.Journal of Big Data, 8(1):24, January 2021

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.282460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4cf9dda-329c-4634-994d-6a4c4ecc599b · outbound

This paper cites BioGears: A C++ library for whole body physiology simulations.Journal of Open Source Software, 5(56):2645, December 2020.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine BioGears: A C++ library for whole body physiology simulations.Journal of Open Source Software, 5(56):2645, December 2020

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.268097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6bf5cadb-30db-4623-8317-7b923d1d00ee · outbound

This paper cites an unresolved cited work.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:27:55.253665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 52fc82de-f1d0-403b-83d3-45a85ca1a6de · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:54.977319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9798c493-2843-4711-b8d7-7f72678ede72 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:54.982379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a38cfe-fd4e-4b37-8231-066f9785129b · outbound

This paper cites Theis, Alan Moses, and Bo Wang.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Theis, Alan Moses, and Bo Wang

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.237449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 075b7f6f-5d2b-43af-834b-2d806368165a · outbound

This paper cites The MIT Press, Cambridge, Mass, November 2016.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine The MIT Press, Cambridge, Mass, November 2016

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.222010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 096e3a8a-2d35-417e-abc3-8f89049ad478 · outbound

This paper cites MOMENT: A Family of Open Time-series Foundation Models.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine MOMENT: A Family of Open Time-series Foundation Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:55.000715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655a303c-f87d-42b5-b4bb-af73bd940991 · outbound

This paper cites Andrew Taylor, Harlan M.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Andrew Taylor, Harlan M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.207596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ae03a5f6-455d-4488-ab2e-dce5c80b3e19 · outbound

This paper cites Foundation Models for Time Series Analysis: A Tutorial and Survey.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Foundation Models for Time Series Analysis: A Tutorial and Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:55.010329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3bda20-1165-4400-88a3-f1b0b058142a · outbound

This paper cites an unresolved cited work.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:27:55.193686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d353ed5f-96e6-4b16-ac89-b08b1d61e8f9 · outbound

This paper cites Capabilities of Gemini Models in Medicine.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Capabilities of Gemini Models in Medicine

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:55.019712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a378a2d-d990-4dde-9ae6-889fbc1b2802 · outbound

This paper cites Teng and Adam B.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Teng and Adam B

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.179659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eaed559c-1f71-47ce-ae15-0436d29a92f0 · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine Unified Training of Universal Time Series Forecasting Transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:55.028074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f14304-1b7d-475d-8f79-adc4c074a19e · outbound

This paper cites L3MVN: Leveraging Large Lan- guage Models for Visual Target Navigation.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine L3MVN: Leveraging Large Lan- guage Models for Visual Target Navigation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:27:55.164924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6f0d09b9-af75-4478-b2bb-440cc8395e0f · outbound

This paper cites To Transformers and Beyond: Large Language Models for the Genome.

Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine To Transformers and Beyond: Large Language Models for the Genome

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T22:27:54.991459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e0067417-ff83-40c9-82fd-85abae5c31a5 · inbound

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection cites this paper.

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection Assessing Foundation Models' Transferability to Physiological Signals in Precision Medicine

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-26T00:28:42.978988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.