Paper Citation Record · LEDGER

ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.17475.

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

pith.paper-citation-record.v1
2502.17475 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:31:47.298953Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:23:15.942309Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0ca554d9-1906-42b8-bf4f-4851369b93ca · inbound

Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs cites this paper.

Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T23:31:47.298953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1627a4-a02b-45e4-b351-bf4ddd587100 · inbound

TimeSeriesExamAgent: Creating Time Series Reasoning Benchmarks at Scale cites this paper.

TimeSeriesExamAgent: Creating Time Series Reasoning Benchmarks at Scale ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:36:04.381934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77704ed9-277d-461c-9618-db309d7832a2 · inbound

CARE-ECG: Causal Agent-based Reasoning for Explainable and Counterfactual ECG Interpretation cites this paper.

CARE-ECG: Causal Agent-based Reasoning for Explainable and Counterfactual ECG Interpretation ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:30:56.828188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3eb598c4-1875-4487-82fc-505bca0db18a · inbound

VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data cites this paper.

VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:23:15.944640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.