{"as_of":"2026-08-10T09:22:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6cbab2b98b3fafb2f0b4d880d61f1a171471c83d164950fb426acdddaed7a8e7","coverage":[{"denominator":39,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":39,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T21:38:43.809472Z","state":"measured"},{"denominator":39,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":39,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.05893/citation-record","integrity":"/paper/2608.05893/integrity","json":"/paper/2608.05893/citation-record.json","paper":"/paper/2608.05893"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.406614Z","title":"and Lungren, Matthew P","venue":null,"work_id":"3ea2815c-4c80-495f-b29d-73ddc05660d6","year":2020},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.223574Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:f013451d6d7ca49c4e99d2a819699dac12e5fcbca57f6e759c2868436171d30c","observation_id":"f144348a-4b2b-4611-9b7b-d1468a25c50c","resolution":{"observed_at":"2026-08-07T21:38:45.446757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.128745Z","title":"International Conference on Learning Representations , year =","venue":null,"work_id":"1907e0a6-6dcc-42eb-8ff9-03dab09c281d","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.229190Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:a997d125d5c1723959f1915173ec3f0569322c7b86381b1fb99344a89bdb71b9","observation_id":"f20da543-ade6-4223-b2d4-50bc9769f014","resolution":{"observed_at":"2026-08-07T21:38:45.266540Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.113767Z","title":"Reading Your Heart: Learning","venue":null,"work_id":"691a4c40-6567-4138-bde3-3838bb4df269","year":2025},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.236033Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:f7db6036f2b588da8534fc412f5aae3674ed7901914fe4240a6dde6ab3b98882","observation_id":"7c588067-7c28-4b66-988a-033f6b267289","resolution":{"observed_at":"2026-08-07T21:38:45.118874Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.097807Z","title":"Zero-Shot","venue":null,"work_id":"7415eaba-a35a-4a37-9b2c-9b3c678708a2","year":2024},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.241865Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:535d82122409092f19cb1467b27bda99d335231da36425e1c30438aa40632e5d","observation_id":"8f7d34da-a762-4cd9-9dd0-9539ac289a92","resolution":{"observed_at":"2026-08-07T21:38:45.102266Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.081112Z","title":"2025 , month = jul, doi =","venue":null,"work_id":"90e6be94-d861-4c0d-9739-6231bb7829ab","year":2025},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.247072Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:81667e5f8f282c9eb29d3870ca323c722ef2e77c6c65fda5f2b5e045fdb73ff3","observation_id":"bc56ab92-6008-4d7d-b088-2038d562d664","resolution":{"observed_at":"2026-08-07T21:38:45.086964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.063342Z","title":"2025 , doi =","venue":null,"work_id":"8967b722-3569-43e4-a022-08ac0a9d3083","year":2025},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.252117Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:89cbd7148e3d546b5401ad5c6e97b06a1b74491a6355f506a7d585c45c246f5c","observation_id":"37f056c4-15bf-4976-afc3-ad1a9870bb22","resolution":{"observed_at":"2026-08-07T21:38:45.067926Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.044002Z","title":"2026 , doi =","venue":null,"work_id":"386be5f4-8db5-4b67-b835-d08114e4da35","year":2026},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.257405Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:9cfa982780a9a3eac565672514e456c2f04cec039f1f895298a458b5d5671e03","observation_id":"13f378cc-b491-498a-8a0c-8c2ce39a1908","resolution":{"observed_at":"2026-08-07T21:38:45.048453Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.027557Z","title":"2026 , doi =","venue":null,"work_id":"986f38ec-1490-46d3-abc2-37addc594b7f","year":2026},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.262788Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:cec0860921ee64c0f22a64826d18f9b10394b74d96090e9a06a885093264977d","observation_id":"22c116ac-c310-4b2d-88b0-44b0b56f4e84","resolution":{"observed_at":"2026-08-07T21:38:45.033280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:45.011510Z","title":"Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram","venue":null,"work_id":"e1ae35c1-25a6-4293-8e9f-134bcb27993d","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.267548Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:fe2b8863566519799b7ae42e53490e440eeffd167b8ac6f02817af547de0936e","observation_id":"27a790da-f1fd-4492-be26-aab03a55463e","resolution":{"observed_at":"2026-08-07T21:38:45.016992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.946495Z","title":"Zero-Shot ECG Classification with Multimodal Learning and Test-Time Clinical Knowledge Enhancement","venue":null,"work_id":"4f945ebb-a8b6-4c88-a1bf-9f53c0a60545","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.272228Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:9d81fa1216e4179b8434d9818827003d7605e1598bcf7c4515ab3e3f9f37c82b","observation_id":"99676a2e-9e17-426a-a684-1d52ad7ea393","resolution":{"observed_at":"2026-08-07T21:38:44.995912Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.869827Z","title":"Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners","venue":null,"work_id":"aa14c4b3-7368-4862-9d36-0d695ceb5bd9","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.277520Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:0360c112e9d61e3274a3be5efc99eb3184ad82b9f8c9958d4a9787e47649372a","observation_id":"0f690671-0f2e-48ff-bb33-59cf632ab4e6","resolution":{"observed_at":"2026-08-07T21:38:44.910496Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.841690Z","title":"H-Tuning: Toward Low-Cost and Efficient ECG-Based Cardiovascular Disease Detection with Pre-Trained Models","venue":null,"work_id":"d3e55873-2f4c-4a9a-b785-3bdd92877885","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.282503Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:333556fa631262c6eb8f2a170fd29f9f8916e7983c9e50a99b112dba06dcd0c0","observation_id":"f0de60a1-8d6c-4ad0-bd5e-0e3829383bc3","resolution":{"observed_at":"2026-08-07T21:38:44.846683Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.17900","last_updated":"2025-02-25T06:53:50Z","snapshot_observed_at":"2026-08-07T17:51:04.780877Z","submitted_at":"2025-02-25T06:53:50Z","title":"Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs","version":1},"cited_work":{"arxiv_id":"2502.17900","doi":null,"metadata_source":"pith","pith_arxiv_id":"2502.17900","snapshot_observed_at":"2026-08-07T21:38:44.141382Z","title":"Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs","venue":"cs.LG","work_id":"0b0fe3ce-0771-4658-8018-dd70359f2a89","year":2025},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.287517Z"},"links":{"cited_paper":"/paper/2502.17900","citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:5f4ce0c8ae43c94bdfd287f8e9d8ab359ea14c7f238e68c8e10107318ccb61a2","observation_id":"59393829-5877-408b-adfe-619161c7fcf1","resolution":{"observed_at":"2026-08-07T21:38:44.146804Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.826853Z","title":"Reading Your Heart: Learning ECG Words and Sentences via Pre-Training ECG Language Model","venue":null,"work_id":"73454e63-f94e-427c-8eda-26f171615d72","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.293219Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:6f23d76628092e919ba74d773b9eac7cdcee9c16ef0995bf69e64398f04bdf56","observation_id":"7bdb6b1d-46e1-44fa-b843-ef937a8513a1","resolution":{"observed_at":"2026-08-07T21:38:44.831384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.812184Z","title":"MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation","venue":null,"work_id":"76d014f0-9646-424c-b578-8bde44519d4b","year":2025},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.297972Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:dc0fbbbfa488b3d9a756277b8d368e4d655abbaf352cb5df252fac80d6697a0c","observation_id":"4220b863-57a2-4afa-bf43-b26503f8f4cc","resolution":{"observed_at":"2026-08-07T21:38:44.817430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.797883Z","title":"BiECG-LLM: An Approach to ECG Classification and Report Generation Using a Fine-Tuned LLM with Bi-Modal ECG","venue":null,"work_id":"1218a302-26c9-4f7f-8572-b1e70e685e61","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.302761Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:99d789309e8b969bca09f41aae35e57c507408d6b0820edb983756243c5e9bba","observation_id":"7111d8ee-5b0a-44ef-8b2c-91d6517efcfe","resolution":{"observed_at":"2026-08-07T21:38:44.802188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.782961Z","title":"ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis","venue":null,"work_id":"55419d41-b40e-4bb0-8b01-3ff418a38796","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.307519Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:a08480ee55b9c8d5deee08846736b07e585a6c968d7eca4575da2eafbf133b0a","observation_id":"c5e70402-45cb-4751-96ce-5aff10c5cb21","resolution":{"observed_at":"2026-08-07T21:38:44.788299Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2509.12625","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.115771Z","title":"ECG-aBcDe: Overcoming Model Dependence, Encoding ECG into a Universal Language for Any LLM","venue":null,"work_id":"0df8d930-e3c9-4164-8fc5-7bffc8ede4bd","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.312410Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:13b76ff76e030000227c4a617c1a5b5cbf41a88fdfa56bddf5b9bc7d93689c5b","observation_id":"da2fc77d-b8c9-43f2-8a9f-a50f078a40c6","resolution":{"observed_at":"2026-08-07T21:38:44.123963Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:43.316775Z","title":"HeartLLM: Discretized ECG Tokenization for LLM Based Diagnostic Reasoning","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.316775Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:3f98c297a64c069c34be263eaa5ec468e8df9cc19be157d9bf46f35fcce4a0a1","observation_id":"c6fc2e71-ecc5-4ae8-835a-05c1cc923f3e","resolution":{"observed_at":"2026-08-07T21:38:43.316775Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.767768Z","title":"RadTextAid: A CNN-Guided Framework Utilizing Lightweight Vision-Language Models for Assistive Radiology Reporting","venue":null,"work_id":"a50113d5-e258-412d-87d9-0b46181dc3e7","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.343658Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:aa660ce55a69373c3d062aed960c57ebedfbfa23c3f4866da8afe9f7db90776a","observation_id":"a9b07717-8abc-4031-9f61-99da64ee0ee5","resolution":{"observed_at":"2026-08-07T21:38:44.772451Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.16928","last_updated":"2024-06-12T13:40:03Z","snapshot_observed_at":"2026-08-09T01:28:52.443633Z","submitted_at":"2024-06-12T13:40:03Z","title":"A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification","version":1},"cited_work":{"arxiv_id":"2406.16928","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.16928","snapshot_observed_at":"2026-08-07T21:38:43.847370Z","title":"A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification","venue":"eess.SP","work_id":"8c9e1bd9-a87c-43e6-bf9f-81a1c8d2fcc6","year":2024},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.411889Z"},"links":{"cited_paper":"/paper/2406.16928","citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:2e4d8c7a160315e43de56770a7435994026b90027b188a3fdcc92708a274954f","observation_id":"e140bb1e-cee1-481f-99cd-3e904f59de0e","resolution":{"observed_at":"2026-08-07T21:38:43.854883Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.753242Z","title":"and Johnson, Alistair and Moody, Benjamin and Fernandes, Chrystinne and Greenbaum, Nathaniel and Waks, Jonathan W","venue":null,"work_id":"dad8ea69-a778-4d6e-b1d3-4c375576d84c","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.480334Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:4694d3eb5e7badac733dade56a4bd51423a52b960f39ff75f629ada6c18c955a","observation_id":"a2fc218c-7788-4efb-8689-74450e5999bf","resolution":{"observed_at":"2026-08-07T21:38:44.757549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.738178Z","title":"and Samek, Wojciech and Schaeffter, Tobias","venue":null,"work_id":"5f6da4b7-dbb1-4e54-b254-9fa3d4a81737","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.628768Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:8ba2a4af56afdeeb258cf601530fc0e87af7d14ba6a05f3de50bb2a65ba2c82c","observation_id":"e41430b2-d409-42b7-8a96-42a1f4d5e937","resolution":{"observed_at":"2026-08-07T21:38:44.743029Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.607744Z","title":"and Amaral, Luis A","venue":null,"work_id":"16a4a9bc-5380-4adb-8255-917f63f5bc91","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.699864Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:ad77e12900c4382fc7108f453b900a113d9355d3948dd48ad5d6662800ec11a7","observation_id":"3cc9817f-aa4b-4ea7-8642-31f5907ea086","resolution":{"observed_at":"2026-08-07T21:38:44.666481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.539799Z","title":"and Rajpurkar, Pranav and Haghpanahi, Masoumeh and Tison, Geoffrey H","venue":null,"work_id":"c4f1786b-e97c-41f1-bfa7-5a7c058b822f","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.726619Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:7e12093bb4c432cc4d870da6a9fe7b9cb1671bae15a4ba1db0788d36fade9377","observation_id":"6d03e80f-6704-4fe5-bc2d-adaa52dc1186","resolution":{"observed_at":"2026-08-07T21:38:44.550949Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.521370Z","title":"and Ribeiro, Manoel Horta and Paix \\ a o, Gabriela M","venue":null,"work_id":"2e0e88fa-b361-4591-b559-dd07b3730c80","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.734307Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:5699e8a34187c6f313f1a43e260f9c9bfe4e6f4e5ba5257678fb0a56ed9a6ff5","observation_id":"93454a76-d1a1-4dc4-81bb-278669874b11","resolution":{"observed_at":"2026-08-07T21:38:44.525467Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.506869Z","title":"Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL","venue":null,"work_id":"011b8b10-e1df-4a32-a677-5a075b06132d","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.753948Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:7b76826f8907af3222d60e70f7f4dd72eeeb499c0b057b96b7fd87b129c59f34","observation_id":"1aa2b5ff-dfe7-4687-b179-910f9ef956c3","resolution":{"observed_at":"2026-08-07T21:38:44.511615Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.492903Z","title":"and Kaiser, Lukasz and Polosukhin, Illia","venue":null,"work_id":"4b1059b4-4901-451c-a82e-c1e09b3d2192","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.758175Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:546a54efc6da8a0efc9591db3942c8cfb968203c0bb5936adeffb13580191be0","observation_id":"e806fe2a-6c78-4f85-8abb-f365a4475179","resolution":{"observed_at":"2026-08-07T21:38:44.497451Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.477272Z","title":"BERT: Pre-Training of Deep Bidirectional Transformers for Language Understanding","venue":null,"work_id":"8a244214-dbb8-4877-9f90-09accf3cc3de","year":2019},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.762762Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:14e3dd77037d770c15ddfc107db65e0d0e2d92e31bc7a6f55d88638a0593475a","observation_id":"f7f0f210-3377-45c9-a283-ce02780bbdc8","resolution":{"observed_at":"2026-08-07T21:38:44.482864Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.462323Z","title":"Learning Transferable Visual Models from Natural Language Supervision","venue":null,"work_id":"d4ad0576-7010-4cdf-9cab-f38945b0b5ee","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.767652Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:5e9e1c270a528ffb5ea80eb843a60111ab996c15a9f86de04c80295c08ccd39c","observation_id":"5d048929-0668-4555-9d74-ba849100507c","resolution":{"observed_at":"2026-08-07T21:38:44.466962Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.447322Z","title":"Language Models Are Unsupervised Multitask Learners","venue":null,"work_id":"ae2204bb-a266-4848-941d-aa6df85c67f9","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.772451Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:ad222e34dfe89e5dc5b8209b078e229881bc06530fdaa69a832f81c7a03e21cf","observation_id":"be0e8cce-d253-489e-8bb9-a498300b7a7b","resolution":{"observed_at":"2026-08-07T21:38:44.452235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.431864Z","title":"ROUGE: A Package for Automatic Evaluation of Summaries","venue":null,"work_id":"ce0ee209-1559-4135-8836-88cf67aaaa68","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.777261Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:c145b14baa7ba97c528dce60e5accc3f302a631c7a80a8b43fed78c5e61d6f60","observation_id":"62bc391d-ca01-4b29-9d9b-05e9caaed931","resolution":{"observed_at":"2026-08-07T21:38:44.436619Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.415351Z","title":"BLEU: A Method for Automatic Evaluation of Machine Translation","venue":null,"work_id":"a233cc23-39be-4aac-bcf3-e57c439849c8","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.781787Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:09e4da3e8137402bfd338b5f465653d6bf82cc2267191eb99fb54a55747cf526","observation_id":"1eef36d0-5feb-4601-a636-c833c165b50f","resolution":{"observed_at":"2026-08-07T21:38:44.421415Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.400958Z","title":"METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments","venue":null,"work_id":"481c0b02-261e-4e56-86f6-f1ae851cb4b6","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.786845Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:c9c1d857cefd1f607f073750b5738e6acde28547bcfa318b0859517295813ce1","observation_id":"cf5938a8-0c1f-4f5e-8093-5fca73ae2e54","resolution":{"observed_at":"2026-08-07T21:38:44.405544Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.385598Z","title":"and Artzi, Yoav","venue":null,"work_id":"d372f912-434f-4e2e-a312-ae8ad6d50b47","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.791519Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:d79e5dca1d580eca48ab1fb5cc439cb6c78229bff958e9d1384fc71ea518e030","observation_id":"68d453d8-15f9-415d-bc1d-7a06ac8a0944","resolution":{"observed_at":"2026-08-07T21:38:44.390083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.368407Z","title":"Generating Radiology Reports via Memory-Driven Transformer","venue":null,"work_id":"265a21ed-27e5-4ef1-a21f-31e08fa9cced","year":2020},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.796275Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:7d1207e305faa1becf46ab06dca22a95c64c103ae1302b73e9edb52707803e2c","observation_id":"ae545fd5-a361-4796-a84e-8160e331c42e","resolution":{"observed_at":"2026-08-07T21:38:44.373294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.295166Z","title":"High-Performance Medicine: The Convergence of Human and Artificial Intelligence","venue":null,"work_id":"8b1a40a0-d90d-43b2-b7c2-5f38471dfae8","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.800438Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:08a82acfddf14aa201ec11c93879776928a61539792c1bd84be9c69c39c0d46a","observation_id":"766f7887-acc5-4a28-881c-cda218f0c61b","resolution":{"observed_at":"2026-08-07T21:38:44.308981Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.211909Z","title":"Circulation , volume=","venue":null,"work_id":"d013d836-6d3a-45ba-a9bd-667cabae89a4","year":2018},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.804981Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:b33d390454ad76b58f8371f21c981a86a44333f66568218f8dbd198415bcaa81","observation_id":"f6cdfb2c-db61-49d8-9561-87aa72760caf","resolution":{"observed_at":"2026-08-07T21:38:44.253442Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:38:44.157731Z","title":"Circulation , volume=","venue":null,"work_id":"d4bf44ba-9637-4b92-9521-46fd3ea5cd29","year":null},"citing_paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-07T21:38:43.809472Z"},"links":{"citing_paper":"/paper/2608.05893"},"observation_digest":"sha256:5989177715ceeeb3e0108632e413fc6c6f1ee4a87fe33ae08500411035b3b912","observation_id":"c7ce2c41-997a-4e72-8d97-a2d311914eef","resolution":{"observed_at":"2026-08-07T21:38:44.172953Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.05893","last_updated":"2026-08-06T11:18:31Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-09T23:12:29.072323Z","submitted_at":"2026-08-06T11:18:31Z","title":"ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation"},"reference_resolution":{"displayed":39,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":3,"verified_fuzzy":35},"total_outbound_references":39},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.05893."}