{"as_of":"2026-08-22T08:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:cfd359f40078f29e3e1dd7de12be7c0a58242fd6f13dacde359042a4089e78fc","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T10:32:28.462521Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+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/2501.16813/citation-record","integrity":"/paper/2501.16813/integrity","json":"/paper/2501.16813/citation-record.json","paper":"/paper/2501.16813"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:31.203459Z","title":null,"venue":null,"work_id":"a66bfad3-cc75-4e08-b525-b3708277deb0","year":2023},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.310159Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:8a7f74498495bcbf39be44afd149986238addaea99d026955ca2ebe6231776f4","observation_id":"8c20b9fe-bcd3-42fe-a811-ad3f7125e05e","resolution":{"observed_at":"2026-08-10T10:32:31.215408Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.401156Z","title":"Machine Learning for Depression Detection on Web and Social Media: A Systematic Review[J]","venue":null,"work_id":"9719d94f-bb31-4c32-8e60-257330be545e","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.318173Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:58d22ffc72f729eb49870147c32f2ad576cb67802fbc5d967c75c0691ff20dea","observation_id":"dfdb6739-d850-4538-8beb-3a7a3622ec91","resolution":{"observed_at":"2026-08-10T10:32:31.406726Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.978144Z","title":"and Liao, Y","venue":null,"work_id":"01dc4bbb-03e5-4272-a6be-80e71719a0c9","year":2021},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.323130Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:a3ac197f8c5fa309179f50a1f546a7cb0c5bdb1c3f740864c68e7c255cc7df63","observation_id":"78180717-7cad-448c-ab0c-ab4e87ca6009","resolution":{"observed_at":"2026-08-10T10:32:30.983897Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.782465Z","title":null,"venue":null,"work_id":"d72b8f23-97c9-45f3-a2ca-81147ef12c47","year":2020},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.328207Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:a9743920583fdb8ce5743d814b06bee62270423bcd3baf515d51fb88b8f6eaa4","observation_id":"12591d83-c246-4482-9799-71c11370d25d","resolution":{"observed_at":"2026-08-10T10:32:30.789634Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.606917Z","title":"and Rundensteiner, E.A","venue":null,"work_id":"75a10344-ca95-4a86-99fb-2c3046cc65da","year":2020},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.333122Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:b0ec2de44d443a4ce831f4dce6c2166a63f37c2f2a2afdea4fa2a7b942003454","observation_id":"b23f2586-58f9-4330-933c-a2ddd8595844","resolution":{"observed_at":"2026-08-10T10:32:30.613143Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.408473Z","title":null,"venue":null,"work_id":"4d25ceb5-fcc9-43ec-8e29-b801ef5ecaac","year":2020},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.337683Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:3e3d568129f9db498925f6459ba340d0f962a048e3377f518483c6095e4572fc","observation_id":"d1962ed9-1009-4fd9-9562-f95ad7d8e2a7","resolution":{"observed_at":"2026-08-10T10:32:30.413531Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.249372Z","title":null,"venue":null,"work_id":"c5cbf45f-20a3-4aef-8678-5ffd35d23663","year":2016},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.343419Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:60e2efa78e26bc214bc488730fd6ec185256ad19bcfd1fd3e25a9a65ed957c97","observation_id":"13e1a182-d972-48fa-8d8d-0b9cc8869ec5","resolution":{"observed_at":"2026-08-10T10:32:30.254432Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.378363Z","title":null,"venue":null,"work_id":"7133598d-437b-48eb-8cdc-a5618ef3d07a","year":2020},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.349229Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:b917036a6d3fc6a5650fe00498cde8f2c9e9e84497a70476d983633ebd6870da","observation_id":"c69fc904-8958-4af5-8cf9-214861998345","resolution":{"observed_at":"2026-08-10T10:32:31.385083Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3390/s24134203","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:28.553112Z","title":"and Li, H","venue":null,"work_id":"bb545c9f-a0bb-4984-870f-1c1d0c53acf6","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.354023Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:f6dc9c424d28ab3cba21cc7c4fcb368051803449b559da8930f0934e59f427a7","observation_id":"0d8b49f3-d4a9-44ab-9be1-b5b1e16e0e34","resolution":{"observed_at":"2026-08-10T10:32:28.561744Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:30.057641Z","title":null,"venue":null,"work_id":"e49e2c87-847d-45fc-9a36-7f0db320c41f","year":2019},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.359344Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:3a61b8b2b8a3314646f5f83630ad2b239d681fdf2e5f448b18f4d3f123ad4212","observation_id":"eeecd303-27e0-4a92-a6cd-2894945df413","resolution":{"observed_at":"2026-08-10T10:32:30.063489Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3991/ijoe.v19i09.39823","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:28.527484Z","title":null,"venue":null,"work_id":"2bdfc8ad-6fdc-494f-a374-11355fcb82ef","year":2023},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.364788Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:1c2bc652955b52c75f7b87e367e2b497b6071fdf075b044981e9a3a909a2382c","observation_id":"4db3abaf-8fc0-4b49-9693-8d88325e3c39","resolution":{"observed_at":"2026-08-10T10:32:28.532896Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:29.887818Z","title":"and Yunus Sait, S","venue":null,"work_id":"fb44567c-9d6a-4fb2-be1e-cdf91990e1a3","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.369972Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:1f7933a07ac6fdefb1cedceb5b7c03c01faa36b77ac17385e20b401902c34aea","observation_id":"65353eaf-bd17-459b-ad27-7f9c07fdf1a9","resolution":{"observed_at":"2026-08-10T10:32:29.892942Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.353407Z","title":null,"venue":null,"work_id":"57229aec-e7c2-4a9b-baa5-6fed6840f568","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.375792Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:02e1091400117a085c44a64b7f9a48dd6473aceabd306faa0b27314e0e9d1b32","observation_id":"a45854ea-4ec1-4ac8-a80f-f8903238f7af","resolution":{"observed_at":"2026-08-10T10:32:31.360013Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.7717/peerj-cs.2395","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:28.505904Z","title":null,"venue":null,"work_id":"dcf79057-c136-40f9-9eb9-e50838bb3e04","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.381438Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:1c11c93e43d0e9577f49db33ff33994d793bd47c347a9cbd01e730398cace971","observation_id":"0509f3ef-3c2d-48cc-80d3-84c891c55d6f","resolution":{"observed_at":"2026-08-10T10:32:28.512313Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:29.579785Z","title":null,"venue":null,"work_id":"9aad9871-2e2b-433a-8c91-e3c1b8f0e187","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.386648Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:82018c5eef41e8f3f2585dc016d0459b938e6ae495b10a68eb99329f505dbb28","observation_id":"74e7c950-c1bd-4da3-8e28-1173eac0c3f7","resolution":{"observed_at":"2026-08-10T10:32:29.585392Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.01306","last_updated":"2025-03-11T10:08:37Z","snapshot_observed_at":"2026-08-16T13:13:28.553622Z","submitted_at":"2024-10-02T08:01:05Z","title":"Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation","version":2},"cited_work":{"arxiv_id":"2410.01306","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.01306","snapshot_observed_at":"2026-08-10T10:32:29.410188Z","title":"Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation","venue":"cs.CL","work_id":"b1300850-134b-45c7-83f5-4a8a7a7421ee","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.391766Z"},"links":{"cited_paper":"/paper/2410.01306","citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:4f7e80b5e7e6412dfca69ceeb50d8b7f4ad283f654555f979908cb860b665daf","observation_id":"085aea75-2a5f-468e-beae-9a4d128c8e05","resolution":{"observed_at":"2026-08-10T10:32:29.416520Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.334831Z","title":null,"venue":null,"work_id":"77f82a4c-edf0-4b2f-94c8-6c877326ce8f","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.398422Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:7c4c9c4681ad9d8409f18d7590864d0f8a12170b3434d31abf9e55e98c724c6f","observation_id":"62abc67c-f936-4359-b4ed-f9cecb55a109","resolution":{"observed_at":"2026-08-10T10:32:31.339745Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"gov/3608576","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:29.374033Z","title":"(no date) Ensembles ofBert for Depression Classification, Annual International Conference ofthe IEEE Engineering in Medicine and Biology Society","venue":null,"work_id":"aa8f7bfd-2a36-47fd-8848-fa40c7a51872","year":2024},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.410447Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:bd259670882c979d8379677255fca61dde1951f02c95afb4f2282c1456595b63","observation_id":"0e1c7c41-a62b-41b8-a06c-288954cbd5e7","resolution":{"observed_at":"2026-08-10T10:32:29.386198Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.317923Z","title":null,"venue":null,"work_id":"288054b7-8b3e-4dc2-8b68-b4ef8fc94075","year":2023},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.419061Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:88cf5981a50efa48e0d9458c10fc206f0a4f625293cc90eefe04044339a583f3","observation_id":"2abe4997-4bc2-4d88-b8d2-ec7e69a75fe4","resolution":{"observed_at":"2026-08-10T10:32:31.323506Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.299980Z","title":"The Distress Analysis Interview Corpus ofhuman and computer interviews","venue":null,"work_id":"05e802d9-d0bf-4404-a650-eeb974e9e4db","year":2014},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.424399Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:ca241aa480878e09dd0da1e603dad835987244050fe29fd45d6149fa6bbe1a38","observation_id":"8b922715-b2c2-457f-87eb-b443feaaa6c4","resolution":{"observed_at":"2026-08-10T10:32:31.306280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:29.221644Z","title":"and Sahli, H","venue":null,"work_id":"9c0d12f1-b35f-4153-94a0-7a211d5f3166","year":2021},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.432331Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:71aeb3c6c812b0361f64acd6401743d9b8c5f661057eb9d1638cb2e77dce3413","observation_id":"4c6bcf25-ddc9-4ead-8e83-9d93dc2d9d81","resolution":{"observed_at":"2026-08-10T10:32:29.229235Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.266652Z","title":null,"venue":null,"work_id":"877e6146-0481-4167-b5f8-2eae6abead17","year":2022},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.439820Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:b4cfa443b41dd070047cb697fa48d867c13e2b33c89fdf409902a8242f97bfb9","observation_id":"b0df21c3-354a-4959-b007-443c1d58ddb8","resolution":{"observed_at":"2026-08-10T10:32:31.283845Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.249597Z","title":null,"venue":null,"work_id":"ac6c1d0c-5e56-4d42-be87-7fb91ef8a5be","year":2021},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.445428Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:33b4bb564136d980eb6f27323132f928cb7224a064094f9da7389aae9edef196","observation_id":"6fd5122c-8bf8-43df-8d07-c59d01c66135","resolution":{"observed_at":"2026-08-10T10:32:31.254719Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+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":"2026-08-10T10:32:31.226662Z","title":"Context-aware Deep Learning for Multi-modal Depression Detection,","venue":null,"work_id":"a03b0c56-2959-4d89-a5c1-3005acd89ffb","year":2019},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.450262Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:f425c68a07bae06e962e76a8c871fbb6d516ff3ca74a502b29141118360471fd","observation_id":"e3048aef-ba10-4ba1-85f1-c718a03a52e4","resolution":{"observed_at":"2026-08-10T10:32:31.233126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:28.957250Z","title":null,"venue":null,"work_id":"530a4a50-b189-4788-83e9-5421903532a7","year":2019},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.456069Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:ae8b4f47d7d9f4055c0159ac5a6a71ace4cfffdb79c300af200fb4df7c84caf3","observation_id":"72ad2d52-fdf5-40f7-804d-7871ecc7f20c","resolution":{"observed_at":"2026-08-10T10:32:28.962196Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T10:32:28.782654Z","title":"The Detection ofDepression Using Multimodal Models Based on Text and Voice Quality Features,","venue":null,"work_id":"2f177b9c-4cf7-45b6-8b0e-344ac4437c46","year":2021},"citing_paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T10:32:28.462521Z"},"links":{"citing_paper":"/paper/2501.16813"},"observation_digest":"sha256:01a517d85b1dbab352aa187595f124590423845a780df3a06308f3160202ef71","observation_id":"ba0289f7-b77b-456c-85ca-36dbc235736b","resolution":{"observed_at":"2026-08-10T10:32:28.790535Z","resolver_source":"arxiv_id_nonexistent","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.16813","last_updated":"2025-01-31T10:39:11Z","latest_version":2,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-11T00:44:28.391244Z","submitted_at":"2025-01-28T09:30:29Z","title":"Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":6,"verified_exact":17,"verified_fuzzy":3},"total_outbound_references":26},"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":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"thesis":"As of 22 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2501.16813."}