Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:08:11.437915Z
Paper Citation Record · LEDGER
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation
As of 15 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2508.00581.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T08:40:45.666978Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T08:42:37.029925Z
Reference resolution
6 of 6 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 20e4686e-eb12-45ab-8389-7c9a6acdd918 · outbound
This paper cites an unresolved cited work.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T10:08:11.701562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cfad807e-5b1f-44fc-9e59-a36bf98856a6 · outbound
This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:08:11.410638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff970067-b124-4f5b-8722-e2a921775243 · outbound
This paper cites (2017).New patient intake form logbook: Medical bookkeeping forms book.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation (2017).New patient intake form logbook: Medical bookkeeping forms book
Reference 141
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:08:11.594647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a554b83b-9428-42a0-a655-c5f634696707 · outbound
This paper cites GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
Reference 158
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:08:11.437915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43757500-77b4-4e69-8f03-d164cb44f856 · outbound
This paper cites M., Wu, H., Iqbal, E., Dzahini, O., Ibrahim, Z.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation M., Wu, H., Iqbal, E., Dzahini, O., Ibrahim, Z
Reference 541
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:08:11.645515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 457621c0-d38e-4e18-baf4-4e7da7e9fc87 · outbound
This paper cites an unresolved cited work.
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation Unresolved cited work
Reference 5994
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T10:08:11.549177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
Observation 4dc524e1-6afb-480e-845e-6c8dd1bc7a15 · inbound
RE-MCDF: Closed-Loop Multi-Expert LLM Reasoning for Knowledge-Grounded Clinical Diagnosis cites this paper.
RE-MCDF: Closed-Loop Multi-Expert LLM Reasoning for Knowledge-Grounded Clinical Diagnosis From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:42:37.031824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.