{"as_of":"2026-08-05T11:31:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b6dcea2a7dd9a4a9a36ae4361699f2fcf4dd95add59f5c0e097e7f46a9ba2d61","coverage":[{"denominator":13,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":13,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T16:38:08.026772Z","state":"measured"},{"denominator":14,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":14,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T15:04:53.540448Z","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":[{"citation":{"cited_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.08941","snapshot_observed_at":"2026-08-01T15:04:53.540448Z","title":"arXiv:2604.08941 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.18577","last_updated":"2026-07-20T23:19:28Z","snapshot_observed_at":"2026-08-05T06:25:50.581335Z","submitted_at":"2026-07-20T23:19:28Z","title":"Attention Without Grounding: Causal Evaluation of Visual Explanations in Medical VLMs","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T15:04:53.540448Z"},"links":{"cited_paper":"/paper/2604.08941","citing_paper":"/paper/2607.18577"},"observation_digest":"sha256:822a24e8cfdf79f76e8a249a6b15be1c5b8b94f98527686145a27f79c86c4deb","observation_id":"e6ecc257-bc86-42e9-87e9-11e3015276ca","resolution":{"observed_at":"2026-08-01T15:04:53.540448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2604.08941/citation-record","integrity":"/paper/2604.08941/integrity","json":"/paper/2604.08941/citation-record.json","paper":"/paper/2604.08941"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e4684f29-476e-4175-925c-02bbb1f274cc","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:204fa4c5d7ad9b4c2907c2904c16eeccb0f245e644129b0b3ea1ceb91c037be1","observation_id":"02aa2715-0f98-4915-a74e-42c652702014","resolution":{"observed_at":"2026-05-17T14:21:52.838493Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"839e2777-a67e-4eab-987d-ed187163199d","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:4de1c7b1d0ef2c77e4c1e4e8c7e9530a3c013b8bb33fbe33e546ba361e271ea3","observation_id":"7977fd7b-efef-443d-a7ce-15ec5b196a63","resolution":{"observed_at":"2026-05-17T14:21:52.841271Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"For metrics computed on paired data (e.g., ECE difference between two methods on the same test set), we bootstrap the pairs jointly to preserve the correlation structure","venue":null,"work_id":"aa831ae3-1602-4d25-829a-17741559f8bf","year":1947},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:8c517510849bbd192e928409124a09b93946516e4f12934d083c93b67fc9d1fb","observation_id":"9afbb101-a620-497d-a8f1-c018eb07894b","resolution":{"observed_at":"2026-05-17T14:21:52.832180Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"dc26621b-e10f-4752-ae3c-c3a4d67babfa","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:3cae491e60bd234d54596b98728ea079a6723e204b2a72dbd85b5563217795e8","observation_id":"fcec72e9-1921-4f21-b6d1-f1a95824c555","resolution":{"observed_at":"2026-05-17T14:21:52.835067Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8075b684-4f9c-4776-9cff-78a4484645c9","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:713f66e30dce6866939665acbe96dfd073b824e6a2fc16022163a1e3642fd4f9","observation_id":"bd1ad80c-44db-42d1-bee3-095a0a199d1e","resolution":{"observed_at":"2026-05-17T14:21:52.843854Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"7b2aee07-2535-445c-96a8-05adeff1aa01","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:2a58dd351b47bf5b48b53f3be572eff58a349ea66089b4e0cda133afc49dd664","observation_id":"f1868424-6b41-4f9d-b2d2-5c893a7f6449","resolution":{"observed_at":"2026-05-17T14:21:52.849221Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"All protocols use cached margins from the softmax_entropy JSONL files, applying temperature scaling offline without re-running the model","venue":null,"work_id":"7db203fc-5561-4e39-9011-0afd88e5edf0","year":2021},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:2c773fea92cbca009d2bcc000bae13f3c05a1fd0a6518d3281af348fb5e36b2f","observation_id":"842548a3-b4fc-4e0c-b763-246694000a71","resolution":{"observed_at":"2026-05-17T14:21:52.854627Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"bd584ac5-23cb-4b9b-afb3-97ceb246d279","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:47e8a86526a73f2fd509a05b42cfa7d0850465493298612c663c3538d57e2d31","observation_id":"a232a44b-1f9a-4096-b0d5-004a9a951d71","resolution":{"observed_at":"2026-05-17T14:21:52.846588Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"1f0d53ee-7863-474b-9c0a-65eb65ce3167","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:7624082eec55a8cd4f7ff1c2d89f0f89fa8d3cf8cb3b1b917b59880804c2b951","observation_id":"ea86426d-a87d-4e98-82b5-309830c7cc60","resolution":{"observed_at":"2026-05-17T14:21:52.829330Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"7.3%) MC-Drop","venue":null,"work_id":"dcefecca-7da3-4c54-a043-6d0abcdf754b","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:6c4eb500ab98887d523ba4f3e730bc180895ea95adf724757874381a44c0a077","observation_id":"dcb25cba-bc21-4043-bf31-3410464ae82a","resolution":{"observed_at":"2026-05-17T14:21:52.823233Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"bce3fbb6-c0bb-4753-8fda-e15ad8e83cae","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:c5208ed7ef513034c2ddc2b761b571f5552174faefddd6f4c3d7b733edde3419","observation_id":"0703a7f0-d65c-4c8c-a905-21a169e4d399","resolution":{"observed_at":"2026-05-17T14:21:52.857423Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"2533dc4f-185a-4f5d-b367-5d61b9c02112","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:4c286f56a45ff05a51267b34ecf0deb6702457fd226d6b9e1323f7e884122150","observation_id":"36dfe4a1-05a6-4e03-8279-7bc1d75d626c","resolution":{"observed_at":"2026-05-17T14:21:52.851826Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"First, LoRA fine- tuning is the primary calibration mechanism; no post-hoc UQ method applied to the base model comes close","venue":null,"work_id":"aeecf0f8-f66d-4cbc-b67e-c85392978592","year":null},"citing_paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T16:38:08.026772Z"},"links":{"citing_paper":"/paper/2604.08941"},"observation_digest":"sha256:3f7c19b2e4a670e5976b712d529c6328f504415a25f390d50d2984c940512be1","observation_id":"43ec55b1-9b86-4f59-b035-7f76fce20efc","resolution":{"observed_at":"2026-05-17T14:21:52.826320Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.08941","last_updated":"2026-04-10T04:18:47Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-07-06T22:57:55.179136Z","submitted_at":"2026-04-10T04:18:47Z","title":"Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models"},"reference_resolution":{"displayed":13,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":9,"verified_exact":0,"verified_fuzzy":2},"total_outbound_references":13},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2604.08941."}