{"as_of":"2026-08-15T10:23:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:812fc645146e71b78c9f62e1bd39d42fdf76ec4e9930e6c1e516f625349b0ecf","coverage":[{"denominator":41,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":41,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T15:21:26.632979Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+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/2505.15378/citation-record","integrity":"/paper/2505.15378/integrity","json":"/paper/2505.15378/citation-record.json","paper":"/paper/2505.15378"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:21:33.570452Z","title":null,"venue":null,"work_id":"8701d27e-2421-4145-bf36-74556b5d473b","year":null},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.301251Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:1059a7fa37fbdd710d89d96cb5911c52921eeaada78186ff5806a87b1859819d","observation_id":"68a90873-99b6-4a88-82e1-801df7c88fa4","resolution":{"observed_at":"2026-08-07T15:21:33.696371Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:33.356218Z","title":"A unique feature of this corpus is the inclusion of a study speciﬁcally designed to analyze the effects of medica - tion in PD patients","venue":null,"work_id":"68273def-22d1-40ac-8e12-b6a8b4c88bfe","year":null},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.375835Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:660d0bb1906c7cf0c60d50b812c4c3fdd536315484f5efa6aa953cadc4648041","observation_id":"b165ab28-055b-48a3-93c6-83c9ea9a3d50","resolution":{"observed_at":"2026-08-07T15:21:33.479650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:33.118443Z","title":null,"venue":null,"work_id":"722a4124-f27f-4c0c-b870-86c3367aa0e2","year":null},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.473023Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:57e5080d8050cdbadd3698c2670d797e7c08aa503543835ee9fcb6e5c7873232","observation_id":"358bf888-d136-4588-b5d7-10ed5ee9cb55","resolution":{"observed_at":"2026-08-07T15:21:33.216636Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.937071Z","title":null,"venue":null,"work_id":"b7bbaf36-fdea-4bd0-9d4d-62cb18d8add1","year":null},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.594865Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:1cda04f232bb87f7f57f162cb3b8fe4819975a8c16050a2edbf387610db84c0d","observation_id":"769e1be6-9e72-4119-9d63-c8f9238626d7","resolution":{"observed_at":"2026-08-07T15:21:33.025928Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.775446Z","title":null,"venue":null,"work_id":"5004c661-e42d-4835-89bc-68846a6f044e","year":null},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.672972Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:916e199c1e17cb9946bccee666607afa11842b33b0ccf4604ae73b9098c520eb","observation_id":"e962d571-c340-4868-ad13-577bacaf900b","resolution":{"observed_at":"2026-08-07T15:21:32.854426Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:22.777084Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.777084Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:ef90ab1f1c7e54e434924317c25cf05ca89b99225c4e19f0ad5be62b5daac3af","observation_id":"48d553fe-3254-49a6-bb16-67ea0f32481b","resolution":{"observed_at":"2026-08-07T15:21:22.777084Z","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":"2026-08-07T15:21:32.617484Z","title":"Parkinson’s Disease: Clinical Features a nd Diagno- sis,","venue":null,"work_id":"f3c13aa7-bca8-444b-b95b-5a455a6fe94d","year":2008},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.874018Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:c293483095d26e0c3f9cbd22fa268bf5b3eaf537479f494aeda00ed32ffdf29f","observation_id":"df943158-c557-43af-a649-72afcd83cddf","resolution":{"observed_at":"2026-08-07T15:21:32.697365Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.464278Z","title":"Intonation an d Speech Rate in Parkinson’s Disease: General and Dynamic Aspects and Responsiveness to Levodopa Admission,","venue":null,"work_id":"4028443d-2df6-4e40-a369-c4bcac73e9c4","year":2011},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:22.997285Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:496253bfda9cda353fcc0dcd3abe67eaea045be2e9a5a3c10000a639680daa88","observation_id":"74476cdc-2a1d-47b4-b82b-a3cec53c1029","resolution":{"observed_at":"2026-08-07T15:21:32.543204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.303068Z","title":"Nonlinear progression of Parkinson disease as determined by serial positron emission tomographic imagin g of striatal ﬂuorodopa F 18 activity,","venue":null,"work_id":"cb3bb092-e8d1-4404-ace9-f42d76970818","year":2005},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.113249Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:48df82ff9a91e87a9094e912ae3d543c85db09135d7f2ab02faaa4fac8eb5958","observation_id":"4ec53336-e735-4e99-83ab-0298266a6df0","resolution":{"observed_at":"2026-08-07T15:21:32.372959Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.159320Z","title":"Speech Defects o f Parkinsonian Patients: Effects of Levodopa Therapy on Spee ch Intelligibility,","venue":null,"work_id":"82087d64-e8fe-45ce-be3d-9d5d80904b8e","year":1973},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.269325Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:f85b561101c28f842d3d41459e3fa24cacb1ef454508ea3badfe7d3bf551a634","observation_id":"f37b0a11-38c1-41b3-bb83-98f5a5efb18f","resolution":{"observed_at":"2026-08-07T15:21:32.228794Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:32.012167Z","title":"Speech Changes in Parkinson’s Disease During Treatment with L-dopa,","venue":null,"work_id":"4a11d55e-aa37-4f48-b3c2-f424b2503466","year":1975},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.426239Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:b4a912b434837a8bed27ba39e4dfdda63faf8c953e27824499404be1eaaffa48","observation_id":"1bcb038f-e0c1-484c-9846-4e256df57c8f","resolution":{"observed_at":"2026-08-07T15:21:32.073247Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.863717Z","title":"Perceptual Characteristics of Parkinso- nian Speech: A Comparison of the Pharmacological Effects of Levodopa across Speech and Non-Speech Motor Systems,","venue":null,"work_id":"dabef23e-0960-402f-af88-fe91a82f942d","year":2009},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.588624Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:d5e85d48684097e35528314704b3c326c6ba2992a03a684a60ef4dc17378c119","observation_id":"2642d542-8187-401d-9759-6abf6c357707","resolution":{"observed_at":"2026-08-07T15:21:31.956428Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.695835Z","title":"Automatic detection of Parkinson’s disease in running speech spoken in three different languag es,","venue":null,"work_id":"957653b4-d096-4afe-8a1e-af6c449f3098","year":2016},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.699272Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:7244c5687c076577e56cbc6710667b7e7d2a65cc39b382d86c61fc94a299e510","observation_id":"01e28c3d-99cf-4e60-9426-1e7de970aaae","resolution":{"observed_at":"2026-08-07T15:21:31.779241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.530941Z","title":"Parkinson’s Disease and Aging: Analysis of Thei r Ef- fect in Phonation and Articulation of Speech,","venue":null,"work_id":"d85be298-7e42-4efd-a69a-b20fe0b89c4a","year":2017},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.807716Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:b33804b597b39c64993594c0ff3159b920dda3b73b5159bd9a4fc05c43ae9191","observation_id":"a84ca1c0-2757-495d-8ddb-11848fa754f1","resolution":{"observed_at":"2026-08-07T15:21:31.617137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.360282Z","title":"Long-Term Average Spectral Feature-Based Parkinson’s Disease Detection from Speech,","venue":null,"work_id":"381e7ca9-c4f8-470a-a052-1ed49371fa84","year":2022},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:23.921726Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:3db2fe8e7670185bed69c9e725bb23f9084e80ca94ae6b9f0b907a0fa2a12b23","observation_id":"d230d818-12aa-456f-adf5-179512c480c2","resolution":{"observed_at":"2026-08-07T15:21:31.449420Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.143958Z","title":"Characterization Methods for the Detection of Multiple V oice Disorders: Neurological, Functional, and Laryngeal Diseases,","venue":null,"work_id":"a59ccde6-ad16-48f1-96a3-30808d1eba4e","year":2015},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.029841Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:ced334bf1b9613c7fbdeb7524c07a2cbaccb5bfb72061b9912dd26e2d6571d38","observation_id":"b9795391-5a10-4235-bfdc-53342a41289e","resolution":{"observed_at":"2026-08-07T15:21:31.237722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:31.049796Z","title":"Automatic Detection of Parkinson’s Disease: An Experimental Analysis of Common Speech Production Tasks Used for Diagnosis,","venue":null,"work_id":"09e26b61-310d-4c45-b43e-4c405ea1f7f3","year":2017},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.177365Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:b2a44611d777905d40d76f456957a5b885c5b6d63861c13a216d6b48d2b301bd","observation_id":"62884132-149f-4d32-b567-910f23f52690","resolution":{"observed_at":"2026-08-07T15:21:31.078669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.887872Z","title":"Multi-Class Detection of Pathological Speech with Latent Features: How does it Perform on Unseen Data?","venue":null,"work_id":"76265f69-f3dc-4411-b248-92cd90f78e3e","year":2023},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.291591Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:a0d89096ed7bfcde6af6406d682822a919ad268e02aea3a64e07da0088061650","observation_id":"929064eb-e321-4f66-83e9-8a8fd3483845","resolution":{"observed_at":"2026-08-07T15:21:30.971472Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.740817Z","title":"Exploiting Foundation Models and Speech Enhancement for Parkinson’s Disease Detection from Speech in Real-World Operative Conditions,","venue":null,"work_id":"166b60f3-003b-4fa0-ab35-dd07a2520598","year":2024},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.397588Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:8dbace062d94058988e3d33cc252a2ef1f4cbade81d3885ee8155931cb54edd5","observation_id":"2552c3ae-83b7-4ce7-a630-22177521b171","resolution":{"observed_at":"2026-08-07T15:21:30.822967Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.566136Z","title":"On the Use of a Foundation Acoustic Model to Identify Highly Relevant Phonetic Information of Parkinson’s Speech,","venue":null,"work_id":"0722ae06-5669-482b-b58c-f1196272c3c2","year":2024},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.476195Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:3d4f845db8747abfdfbd01ac36052b8760ed4b9241609eaa9e0e2978481eb9d7","observation_id":"5e6e6255-f395-4ace-a469-a3eac3f14efb","resolution":{"observed_at":"2026-08-07T15:21:30.679153Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.446819Z","title":"Automatic Classiﬁcation of Parkin- son’s Disease Using Wav2V ec Embeddings at Phoneme, Syllable, and Word Levels,","venue":null,"work_id":"5872323a-783b-4421-85f8-392ba5c0730f","year":2024},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.582984Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:45b4392439d3b5f57ef781f4c3161ec71100fcdf434bf15aee2e76285a38ad84","observation_id":"a7d5aed7-805b-4e76-adf4-698ea6f7676e","resolution":{"observed_at":"2026-08-07T15:21:30.513812Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.250789Z","title":"Interpretable speech features vs. DNN embed- dings: What to use in the automatic assessment of Parkinson’ s disease in multi-lingual scenarios,","venue":null,"work_id":"55a70131-af86-4ab8-a62c-af93472d1fd2","year":2023},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.693829Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:2b40a4704d8bbe4ed4a7d05a6af9037454b35d9bd8fa24538211e5c2c663c80a","observation_id":"60dc6edc-cb89-45b8-b703-b6908a24012e","resolution":{"observed_at":"2026-08-07T15:21:30.354838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:30.092893Z","title":"Assessment of Parkinson’s Disease Medica- tion State Through Automatic Speech Analysis,","venue":null,"work_id":"841ad7eb-0328-4a07-8ee2-c4f33b8af70e","year":2020},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.800318Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:9d189b2ad042006cea3f17f7a64a55e929e1b852efcaf53c767f286f5e30b23c","observation_id":"14db5926-7398-4c9e-a1fb-ea463d90c704","resolution":{"observed_at":"2026-08-07T15:21:30.194367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:29.900786Z","title":"The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing,","venue":null,"work_id":"0d553a02-4f31-4094-acd5-6a1768fccea3","year":2016},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.898791Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:88aa373a6f4e3d5b8535a2f07203993c9ec7b05b2b84be5d1d8af61d23ff3740","observation_id":"4085e7a6-f77e-4d79-9f2f-c367ca828c10","resolution":{"observed_at":"2026-08-07T15:21:29.993141Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:29.695938Z","title":"XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale,","venue":null,"work_id":"47434d01-a130-4169-9ba0-03a28c933eb6","year":2022},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:24.981077Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:c13611aa0d972894b943f175bce137367038c2e454e27eb2b2ab1dd3ed4c6621","observation_id":"0f4c73fd-3cbc-40cf-9ed9-63393971759e","resolution":{"observed_at":"2026-08-07T15:21:29.804621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:29.534687Z","title":"Dysarthria in Individuals with Parkinson’s Disease: A Protocol for a Binational, Cross-Sectional, Cas e- Controlled Study in French and European Portuguese (FraLu- soPark),","venue":null,"work_id":"1535b15c-7a16-4cde-91da-99bcb700daa9","year":2016},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.116943Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:fe81f0852bcb881422bee70c17077f14e1063ca7751faba5a39994268488ad49","observation_id":"09df86f7-fa52-4dc1-9d6f-aeab22bbe05d","resolution":{"observed_at":"2026-08-07T15:21:29.618997Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:29.350082Z","title":"(Dys)Prosody in Parkinson’s Disease: Effects of Medication and Disease Duration on Intonation and Prosod ic Phrasing,","venue":null,"work_id":"ba6468d3-5356-4398-af11-dcedf83c238d","year":2021},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.205772Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:acbb099f93d215ab03f096a480d308a7a72d8e2b162626e32a8ad262d87a35b0","observation_id":"e294fca5-8aa8-4851-9acf-d4e337acb901","resolution":{"observed_at":"2026-08-07T15:21:29.453009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:29.127236Z","title":"Movement Disorder Society-Sponsored Re- vision of the Uniﬁed Parkinson’s Disease Rating Scale (MDS- UPDRS): Scale Presentation and Clinimetric Testing Result s,","venue":null,"work_id":"dcaaa868-586a-4f7e-8705-cef86ae7bfd0","year":2008},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.299271Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:a7c4d657d2fcf29c3ac1fcc30c6146dbb4cb5c14b3903df2755c6246e0b4597f","observation_id":"1ab0301c-fb3e-4eb1-a94f-8d612817e065","resolution":{"observed_at":"2026-08-07T15:21:29.241096Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.956971Z","title":"Frenchay Dysarthria Assessment (FDA-2) in Parkinson’s Disease: Cross-Cultural Adaptation and Psych ome- tric Properties of the European Portuguese V ersion,","venue":null,"work_id":"da4e1e36-cc4f-4bca-b3c3-319cc9d58cd8","year":2017},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.378866Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:6ed0497a39c026dc9c9a90fadb6676eafa9db3d492b7d868bd95f500c41ec7af","observation_id":"e253e5f2-aea0-4f3f-9378-b5b3f2270538","resolution":{"observed_at":"2026-08-07T15:21:29.049020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.797420Z","title":"Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Netwo rks for Speech Emotion Recognition,","venue":null,"work_id":"69be5762-a934-4c02-a669-a03c17a610e4","year":2019},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.519395Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:6ce9f3d6c4fc1820c30edf20f12d1a6ecec90d45db2d705d0bcde8ce12b304e9","observation_id":"f3dd06a8-ca1c-4867-aa26-c4a499e719c0","resolution":{"observed_at":"2026-08-07T15:21:28.887626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.630923Z","title":"Multi -Triplet Loss-Based Models for Categorical Depression Recognition from Speech,","venue":null,"work_id":"0cb1f08f-0471-48dd-a72c-ed2e6c77b962","year":2024},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.627369Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:1ee6298567806cab2ca6f4782c8b9854b960063d67040573078d3720494eba41","observation_id":"5cea28f4-8663-481b-b28f-b23e04cf177b","resolution":{"observed_at":"2026-08-07T15:21:28.713465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.461110Z","title":"Opensmile: the munich versatile and fast open-source audio feature extractor,","venue":null,"work_id":"1f03b697-512d-45f5-bde6-39e961a09aa8","year":2010},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.748010Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:53d99bd980df0db0c0b7b452da10015c028449650e02077c0c5dcf2357e1a49f","observation_id":"10d94f96-5f27-4160-9e4d-e9ff332aed27","resolution":{"observed_at":"2026-08-07T15:21:28.531030Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.248547Z","title":"Automatic Parkinson’s disease detection from speech: Layer selection vs adaptation of foundation models ,","venue":null,"work_id":"69fd7884-8754-4c58-ae9d-189b8cea8990","year":2025},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.852664Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:540c8734ec98d9240f0bbcbe655ee769c7f457b240d64911538d4e5cf56665cf","observation_id":"e782dc3b-3bac-4097-8b6b-65015f96a9ef","resolution":{"observed_at":"2026-08-07T15:21:28.364505Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:28.056412Z","title":"Layer-Wise Analy sis of a Self-Supervised Speech Representation Model,","venue":null,"work_id":"1cc0f132-5504-46c7-9c21-7efa18c8fe56","year":2021},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:25.966999Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:07f9220ca21dbce0a4620a2833e5282e6b5e635bd7d81f720392df545f413d7e","observation_id":"2763feb8-c7e0-4881-a9e7-73bdae5cfa72","resolution":{"observed_at":"2026-08-07T15:21:28.144529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:27.840854Z","title":"Exploring Digital Speech Biomarkers of Hy- pokinetic Dysarthria in a Multilingual Cohort,","venue":null,"work_id":"403f8a55-770a-4a9c-9681-a07109ac381e","year":2024},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.047737Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:542ac0dc455b12eaee1b41a2621f84a400d254fdebe38067023d98f6e2a08134","observation_id":"bd127c12-4c6c-4474-8974-edfddf310d85","resolution":{"observed_at":"2026-08-07T15:21:27.962076Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:27.674791Z","title":"Recent Advances in Drug Therapy for Parkinson’s Disease,","venue":null,"work_id":"29f24107-c668-43f6-8ae2-9f3f3a2ffe30","year":2023},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.131027Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:80b413ffcda2f52acadb838417e23b1cbc8748022b3bbf929cbe9bddb8040520","observation_id":"a1aaba47-364a-4410-a363-9089156daafc","resolution":{"observed_at":"2026-08-07T15:21:27.745068Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:27.517367Z","title":"Unveiling Interpretability in Self- Supervised Speech Representations for Parkinson’s Diagno sis,","venue":null,"work_id":"8e6e255d-2bf8-4210-979e-06e2df2f247e","year":2025},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.226347Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:d0b7e310700643f65440212f7b7b9ef9122fdccf1ebe87f717eaf6cfe41ae8c5","observation_id":"9e543635-40fa-4f7c-9b58-631af5db7860","resolution":{"observed_at":"2026-08-07T15:21:27.599836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:27.358231Z","title":"Towards an Automatic Evaluation of the Dysarthria Level of Patients with Parkinson’s Disease,","venue":null,"work_id":"b6a16fa0-0cb2-421c-9d9c-40132b4dc283","year":2018},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.336562Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:8ff37183c82d1504a43dd84e49102aa503bafc64d32799df75890c822be1d5b9","observation_id":"b6694c09-0746-45ab-9652-216cc1962b55","resolution":{"observed_at":"2026-08-07T15:21:27.432449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:27.138552Z","title":"Interrater Reliability of the Uniﬁed Parkin- son’s Disease Rating Scale Motor Examination,","venue":null,"work_id":"89ecd9fd-3027-43a3-9235-b6753ec02ee5","year":1994},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.430522Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:7c1ba10e7fec8f7b9f4b6f532cf3ceca7008fc6a26383a64023e7812b40eea48","observation_id":"fcb26230-8abb-41e1-acdc-0b241a122b8e","resolution":{"observed_at":"2026-08-07T15:21:27.217340Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:26.921871Z","title":"Evaluation of Parkinson’s Disease: Relia- bility of Three Rating Scales,","venue":null,"work_id":"21043146-c0eb-4846-bed7-55da4cf2e359","year":1988},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.506859Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:910a409f165d038735e52d2f60038783b246945e27d9363703da2d82f578aa1c","observation_id":"a9714c91-9bad-47de-9e95-2e1c2f0c6574","resolution":{"observed_at":"2026-08-07T15:21:27.022493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T15:21:26.770690Z","title":"Effect of Thalamotom y and Levodopa Therapy on the Speech of Parkinson Patients,","venue":null,"work_id":"ef4c1355-b493-43fb-b9a3-f35e9e3ce5c8","year":1977},"citing_paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T15:21:26.632979Z"},"links":{"citing_paper":"/paper/2505.15378"},"observation_digest":"sha256:36174448c8a45ad22edc5f4d7e4cf35b5d93647db7759b7814693eeaf0243f6d","observation_id":"db5ac80a-7436-404d-859f-f2de2318930d","resolution":{"observed_at":"2026-08-07T15:21:26.831033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.15378","last_updated":"2025-05-26T09:33:37Z","latest_version":2,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-13T08:37:16.441667Z","submitted_at":"2025-05-21T11:15:26Z","title":"On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech"},"reference_resolution":{"displayed":41,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":0,"verified_fuzzy":36},"total_outbound_references":41},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.15378."}