Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:26:44.964280Z
Paper Citation Record · LEDGER
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics
As of 20 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2509.05484.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact3
- verified fuzzy6
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 04e5c7c7-dcdd-4fbb-8726-31af02d77377 · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:26:45.482982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 424ad56e-fccf-412f-ac55-f6e98821662f · outbound
This paper cites R., & Turner, K.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics R., & Turner, K
Reference 2
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T05:26:45.335244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 40dc78b4-7d19-4be1-b3c4-f6c48a5a8856 · outbound
This paper cites Comparative Analysis of Text Classification Approaches in Electronic Health Records.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Comparative Analysis of Text Classification Approaches in Electronic Health Records
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T05:26:45.258808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1162bdf9-2dc3-4967-a633-3311aa958c8d · outbound
This paper cites A Review of Challenges and Opportunities in Machine Learning for Health.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics A Review of Challenges and Opportunities in Machine Learning for Health
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:26:44.903750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a18f038-7d65-4842-9c08-8bb453210c7d · outbound
This paper cites J., Crossley, S., Semere, W., Duran, N.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics J., Crossley, S., Semere, W., Duran, N
Reference 5
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T05:26:45.225563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f4b7dfc7-08c5-49ca-bca3-c7b89fad6ba5 · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:26:45.469221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 501fbf02-10d1-4cb6-bf90-09380b812020 · outbound
This paper cites L., Xu, J., Xu, J., Zhou, X., & Zhang, K.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics L., Xu, J., Xu, J., Zhou, X., & Zhang, K
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.456277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 06fb79d6-f6e9-4911-a654-30633ea5159a · outbound
This paper cites E., Jackson, K., & DeShazo, J.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics E., Jackson, K., & DeShazo, J
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.443561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dfe15df4-fecd-49a2-8d9d-bac6c0f3ba8d · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:26:45.430448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83d694ef-1690-48d2-b4e2-da99a5d810f0 · outbound
This paper cites M., Jackson, G.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics M., Jackson, G
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.417654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 87cf34cb-f7c0-4761-b1f2-18caa08fea86 · outbound
This paper cites W., Redfern, J., Thiagalingam, A., & Chow, C.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics W., Redfern, J., Thiagalingam, A., & Chow, C
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.404430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd08c11e-2641-4a43-b707-14c9ffa7dee3 · outbound
This paper cites W., Khurana, A., Fu, S., Wu, D., Hongfang, L., & Huang, M.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics W., Khurana, A., Fu, S., Wu, D., Hongfang, L., & Huang, M
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.390753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 598b252b-2f7a-4e51-b79c-8801283fa9bc · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:26:45.377289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a565888-47ec-48a6-b578-ca0c55426e01 · outbound
This paper cites Large Language Models for Patient Comments Multi-Label Classification.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Large Language Models for Patient Comments Multi-Label Classification
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T05:26:45.137283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a9d036af-6f56-4338-a2b9-c10488681402 · outbound
This paper cites B., Jung, K.
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:26:45.362830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 433c2708-77da-4ac4-aa5f-938a6c3acaae · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:26:45.349178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7142c708-fa96-4348-a176-971b6fac8434 · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 17
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T05:26:45.115369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5563c15e-0831-4e6d-b196-2a9d5d6307d4 · outbound
This paper cites an unresolved cited work.
From Staff Messages to Actionable Insights: A Multi-Stage LLM Classification Framework for Healthcare Analytics Unresolved cited work
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-05T05:26:44.997319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.