Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers | Paper Citation Record

Observation aa06f863-8d48-43b5-ae3b-91efd4686f66 · outbound

This paper cites Attia, Suraj Kapa, Francisco Lopez-Jimenez, Paul M.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Attia, Suraj Kapa, Francisco Lopez-Jimenez, Paul M

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.593244Z

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Observation c3d45c7c-6d2b-4e53-993b-16e855a8ecf2 · outbound

This paper cites Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-07-31T15:29:53.630468Z

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This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.674778Z

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This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.704589Z

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Observation be56da37-8fef-4bf3-9e48-f429330a3140 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-07-31T15:30:52.668834Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-07-31T15:30:52.563044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f8fd3e5-3c42-4ae3-ab04-ada34d3db427 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.863622Z

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Observation 01453234-5227-42fe-ab55-7d21ea8bded4 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.904116Z

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Observation b888d6df-5bbd-48ba-81c8-05439bfbadd0 · outbound

This paper cites Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.923701Z

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Observation 63da3f13-3edc-4b1b-9897-307dcb30522b · outbound

This paper cites William Hancock, Barbara J.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers William Hancock, Barbara J

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:53.964424Z

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Observation 76772815-3c5c-4683-891f-0029f9bf279a · outbound

This paper cites Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi, Geoffrey H.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi, Geoffrey H

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.006114Z

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Observation a47df727-ecaf-47ef-8c11-8aec512a9acd · outbound

This paper cites Li, Emmanuel Candes, and Jure Leskovec.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Li, Emmanuel Candes, and Jure Leskovec

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.073629Z

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Observation 08a173fa-3a4f-434e-ae2c-e28b6c74623e · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.081790Z

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Observation 816ded29-3df5-452a-9c4d-8cc0059dd62f · outbound

This paper cites Jansen, Marc-Alexandre Côté, Tushar Khot, Erin Bransom, Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Oyvind Tafjord, and Peter Clark.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Jansen, Marc-Alexandre Côté, Tushar Khot, Erin Bransom, Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Oyvind Tafjord, and Peter Clark

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-07-31T15:29:54.121939Z

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Observation 1a6d8e49-b5fc-4925-9410-a0546ce6dcb9 · outbound

This paper cites Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.159541Z

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Observation 5105327d-5a8e-4be5-b0b7-3c28a0520de1 · outbound

This paper cites xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.231679Z

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Observation 483c443c-0fef-4fdf-946e-ae1930abf7ed · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.278795Z

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Observation 491c26d3-95a3-4ea9-8cf6-2f0ada1701e2 · outbound

This paper cites Gettes, James J.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Gettes, James J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.316528Z

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Observation 82ddfc2c-42c2-4851-85eb-b8133d5bd320 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.359185Z

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This paper cites Tenen- baum, Daniela Rus, Chuang Gan, and Wojciech Matusik.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Tenen- baum, Daniela Rus, Chuang Gan, and Wojciech Matusik

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.403008Z

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Observation ad787d05-07d4-4247-bc78-bf50d650c00d · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.447353Z

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Observation 1d5ec2be-4e14-4d00-b202-d190894b142c · outbound

This paper cites Mason, E.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Mason, E

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.484100Z

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Observation 108edcb4-d31c-4da7-8141-363070c24c7e · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.529902Z

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Observation 049c2083-43a0-429b-a64e-74e2ba3f0e3c · outbound

This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.569982Z

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Observation 9ad163e6-4b07-4f72-b2ec-3bbc81f1e7eb · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.641641Z

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Observation 7b12cf29-af19-4ada-8af6-0787dce4ba24 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.678084Z

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Observation c0572d64-10ad-4d1d-ac83-2c2b28dd5b12 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.751668Z

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Observation 27b3675e-1ef3-4adb-853d-9321a229c795 · outbound

This paper cites Perez Alday, Annie Gu, Amit J.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Perez Alday, Annie Gu, Amit J

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.780301Z

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Observation 6d14ba2b-7728-4193-8677-0eef10a3699f · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.823198Z

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Observation cf242444-4700-450b-acea-b3fcc01af64c · outbound

This paper cites Rautaharju, Borys Surawicz, Leonard S.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Rautaharju, Borys Surawicz, Leonard S

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.859986Z

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Observation c51347b0-05cc-4e65-a8b0-f8f8f47b6fda · outbound

This paper cites Ribeiro, Manoel Horta Ribeiro, Gabriela M.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Ribeiro, Manoel Horta Ribeiro, Gabriela M

Reference 31

Resolution: malformed identifier; no resolver link, observed 2026-07-31T15:29:54.986542Z

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Observation 6b449cae-1669-43b9-af25-4fba30493d3e · outbound

This paper cites Pawan Kumar, Emilien Dupont, Francisco J.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Pawan Kumar, Emilien Dupont, Francisco J

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.027745Z

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Observation ddc58a4d-d745-4e49-9fee-6c3a85a85e22 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.098689Z

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Observation 12c7f6b6-7a7b-4827-a2f7-285cea15f81b · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.137496Z

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Observation 1a611104-7b63-4a60-b9ba-37a77d0e76de · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.171643Z

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Observation 1278dccc-eeff-4b84-a073-5179f868dbb6 · outbound

This paper cites https://doi.org/10.1038/s41586-023-06924-6.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers https://doi.org/10.1038/s41586-023-06924-6

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.063744Z

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Observation f88cd8b3-e60d-4ff7-835f-67e6098343fa · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.242405Z

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Observation 8b63c2ec-8e5e-424f-8130-477be32fdeed · outbound

This paper cites Deal, Leonard S.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Deal, Leonard S

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.277144Z

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Observation e30c048f-e6b6-45af-9177-f5481ba85b22 · outbound

This paper cites AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.312106Z

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This paper cites Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.206130Z

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Observation 1820124d-cfe5-4774-b6fb-7322ac3f761d · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.439945Z

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Observation f94c2a47-3871-447b-879c-b9cfbe0fd53a · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-07-31T15:30:52.373618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5336cdd-2b0e-4414-b2ce-1f13d14ff5a1 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-07-31T15:30:52.297923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a60f7762-58de-4170-88bf-dc4ff6dbdb83 · outbound

This paper cites Wagner, Peter Macfarlane, Hein Wellens, Mark Josephson, Anton Gorgels, David M.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Wagner, Peter Macfarlane, Hein Wellens, Mark Josephson, Anton Gorgels, David M

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.348378Z

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Observation 3b6c4dff-0ce7-43dd-bf16-e0b39ae288b7 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.607974Z

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Observation 9a67c868-a5b8-4bf2-a5f4-1ad298312764 · outbound

This paper cites Yu, Yue Zhao, and Kai Shu.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Yu, Yue Zhao, and Kai Shu

Reference 46

Resolution: malformed identifier; no resolver link, observed 2026-07-31T15:29:55.678916Z

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Observation 94105e2f-d770-4d2f-9b0d-707add2f55aa · outbound

This paper cites Le, Denny Zhou, and Xinyun Chen.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Le, Denny Zhou, and Xinyun Chen

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.730412Z

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Observation a9b57c80-068a-4b92-afd4-5d04eea602df · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.570274Z

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Observation b8b2d5b0-8c38-43ed-9079-74772ce357f2 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.807665Z

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Observation c7329c6c-b035-4bfa-8d9f-57a6414d2bcd · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.843030Z

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Observation ec0ea242-31fb-4074-9779-d10ab88c72f2 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.881005Z

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Observation 514a80f7-07c0-4b69-ba5b-410e7b125d15 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.771314Z

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This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.953951Z

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Observation 8188acbc-4597-4c97-9d71-6c38df4fb108 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:55.913775Z

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Observation c7472167-6176-44f9-adb0-4c5dae802025 · outbound

This paper cites an unresolved cited work.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers Unresolved cited work

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.902988Z

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Observation 68f3db99-f67f-4789-aa3e-4b681c7c6774 · outbound

This paper cites InAdvances in Neural Information Processing Systems, Datasets and Benchmarks Track, Vol.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers InAdvances in Neural Information Processing Systems, Datasets and Benchmarks Track, Vol

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.714115Z

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Observation 5d1097f3-1931-4175-b16d-d944d869d3a1 · outbound

This paper cites InThe Twelfth International Conference on Learning Representations.

Failures Reveal What Metrics Miss: An Evidence-Driven Agent for Recursive Refinement of ECG Classifiers InThe Twelfth International Conference on Learning Representations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-31T15:29:54.197918Z

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