Paper Citation Record · LEDGER

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients

As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2509.06516.

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

pith.paper-citation-record.v1
2509.06516 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:33:57.663268Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T07:56:28.591009Z

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

verified exact0
verified fuzzy12
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aab61d28-5abe-4a0f-9454-0facd01f181c · outbound

This paper cites , " * write output.state after.block = add.period write newline.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.492754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88dc986d-5bff-42df-a4cc-5ef7305698f5 · outbound

This paper cites write newline.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.497375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2413baf6-4bf0-4c42-a67b-a9864059a1dc · outbound

This paper cites J.; and Armentano, R.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients J.; and Armentano, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.157863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1eef967-ac48-42cc-8cb4-38dbbdd9097e · outbound

This paper cites A.; Islam, M.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients A.; Islam, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.147668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50da6159-85d8-49d8-aee6-b2c6a5555a96 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.136340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6bfa6c89-f579-46fe-9a3e-82648242ccba · outbound

This paper cites A.; and Nayak, R.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients A.; and Nayak, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.124949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a38b37b6-2945-4948-8055-8e3a7d5dbd0c · outbound

This paper cites K.; Ding, E.; Walkey, A.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients K.; Ding, E.; Walkey, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.114427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4b2cb816-dc50-495c-92dc-78a09446dc90 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.102477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe44f50c-4cff-415d-ace0-c04d4061e6c8 · outbound

This paper cites Longformer: The Long-Document Transformer.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Longformer: The Long-Document Transformer

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.526445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b19aaaa5-4481-471c-b7c6-6bfc61bd8049 · outbound

This paper cites H.; Borges, R.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients H.; Borges, R

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.091863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 783eb94f-b33c-4165-a8c6-f561f29ff178 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.534295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6901c2bd-13ea-4e01-871d-985891e744e2 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.072857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97b8a289-8c9e-4ade-911b-be826fa123e9 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.061452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43a5c3f9-f4a5-4f46-adb2-f6a83ed13897 · outbound

This paper cites P.; Caron, M.; Geirhos, R.; Alabdulmohsin, I.; et al.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients P.; Caron, M.; Geirhos, R.; Alabdulmohsin, I.; et al

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.048819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c81f368d-c893-49f9-a601-37db058b3e6d · outbound

This paper cites J.; Rudin, C.; and Hu, X.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients J.; Rudin, C.; and Hu, X

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.035413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09e21f0d-cef9-4b96-abee-5f6c1e1161f9 · outbound

This paper cites J.; Harris, P.; Z \`e gre-Hemsey, J.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients J.; Harris, P.; Z \`e gre-Hemsey, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:58.024966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2551f8f9-dfc2-440a-90cc-ff42a71d703a · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.014347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54318ee9-5e78-42a0-903d-e3bb30b5bd58 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:58.004148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e2b9560-50f7-4a96-b774-3780beef3af0 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.993714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1e06cba-bbf6-4176-b1b8-943982ab03c0 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.566118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52548992-9139-44d0-815c-64b54b029119 · outbound

This paper cites L.; Rakocz, N.; Rudas, \'A .; Chiang, J.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients L.; Rakocz, N.; Rudas, \'A .; Chiang, J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:57.975050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 183e3b37-b647-4876-b6bf-265951bc65ed · outbound

This paper cites Bidirectional LSTM-CRF Models for Sequence Tagging.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Bidirectional LSTM-CRF Models for Sequence Tagging

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.572709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1510e240-e571-4c18-bfa2-15f2c9c92da6 · outbound

This paper cites E.; Pollard, T.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients E.; Pollard, T

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.576407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f688025-a120-4aae-abba-2d2f3a2a8f92 · outbound

This paper cites M.; Mohammadzade, H.; and Shabany, M.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients M.; Mohammadzade, H.; and Shabany, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:57.955143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab937079-e166-4f98-ac15-30bd21a5dadf · outbound

This paper cites B.; Yang, S.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients B.; Yang, S

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:57.943212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4a56a7b-c8b0-481d-a717-f4d018dcaf50 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.931580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00e8e521-a1cd-4987-85c5-76281028c1fb · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.920808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54fe3ee8-08ac-41d1-917a-dac3494d27f4 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.908852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23b6c578-ed5a-49a2-b558-794fe5189efc · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.896864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6a463f6-7ca8-4a95-aee4-56c2626ed9b3 · outbound

This paper cites ECG-FM: An Open Electrocardiogram Foundation Model.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients ECG-FM: An Open Electrocardiogram Foundation Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.601613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ecc04a-82db-4acc-a991-76ba848434c7 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.885293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1418708b-1468-44d1-88de-be35d811ddbe · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.873114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3537e8ef-d14d-45da-aad1-0155c5c86174 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.861262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49e83028-300c-4c37-9a7d-3333b1c636a4 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.616296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cda11f0-3066-4188-b43e-cfdc4dc96d0f · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.843613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65a999f7-0939-4ced-ba32-b4baf52c6874 · outbound

This paper cites Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.624119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a064aad-5451-4b5c-8f5e-e7de10539c43 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.833322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6dcd79d3-b715-4005-bf3a-6ec1b316f479 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients N.; Kaiser, .; and Polosukhin, I

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.631787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0299ba9b-b342-41f0-a561-3d2c0c6cce29 · outbound

This paper cites OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.635125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b8356f-d8bc-4fff-b039-838293623fe7 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.816407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd69ffec-14d6-4f4e-ba92-39b1124514d0 · outbound

This paper cites SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals

Reference 41

Resolution: metadata mismatch; local_arxiv, observed 2026-08-04T23:33:57.712641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b11172ef-7664-484f-8ecf-35d62775d632 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.805836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ad9a039-85e7-47da-a85b-864f7e0bdd05 · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.795122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 666e756c-3208-4eb1-bb2a-4488fc2006fc · outbound

This paper cites iBOT: Image BERT Pre-Training with Online Tokenizer.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients iBOT: Image BERT Pre-Training with Online Tokenizer

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:57.655073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1974a250-5433-4afe-b965-067fee296be0 · outbound

This paper cites G.; and Lehman, L.-w.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients G.; and Lehman, L.-w

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:33:57.784529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf0bb7aa-62b4-4c8d-b624-94551dcd5c6b · outbound

This paper cites an unresolved cited work.

QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:33:57.773860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 01f85403-40c0-4203-9dbf-9dbf4a277847 · inbound

When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence cites this paper.

When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T07:56:28.591009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.