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Paper Citation Record · LEDGER

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2403.08607.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2403.08607 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:38:07.924350Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-29T19:13:52.810209Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 54b84679-3b84-41f1-84c9-ed75fa8b1e03 · inbound

CLINICSUM: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations cites this paper.

CLINICSUM: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T21:38:07.924350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:38:07.924350Z digest=sha256:0983a30608b7774d5137c5f63ef6e3b2ac21b84c17739e2156371dc5ef72433b

Observation 32300166-8b86-4c2c-ac6c-f6bb8daa51f1 · inbound

Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals? cites this paper.

Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals? MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-29T19:13:52.811915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T19:03:54.655242Z digest=sha256:45f18720c6c3359bf39712f5e23c74678cb71c5177ba4c8c2a27173119ae2daa