Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:13:58.507862Z
Paper Citation Record · LEDGER
FactsR: A Safer Method for Producing High Quality Healthcare Documentation
As of 16 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2505.10360.
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 2026-08-16T06:30:59.297886+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
22 of 22 outbound references displayed
- verified exact0
- verified fuzzy16
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 352da6cd-5f0d-4214-af82-3baac04f67ab · outbound
This paper cites The process of clinical consultation is crucial to patient outcomes and safety: 10 quality indicators.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation The process of clinical consultation is crucial to patient outcomes and safety: 10 quality indicators
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.759426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5741eba6-a39d-477e-988a-40528d4df09a · outbound
This paper cites The impact of electronic health record systems on clinical documentation times: A systematic review.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation The impact of electronic health record systems on clinical documentation times: A systematic review
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.749124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a932af31-e7cd-4e6a-b31f-4107aa0842b7 · outbound
This paper cites Hart, Lorelle Martin, Julia Todd, and Nicole Hosking.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Hart, Lorelle Martin, Julia Todd, and Nicole Hosking
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.739232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 758dde60-fa71-47c5-9568-23a385fae5db · outbound
This paper cites Ambient artificial intelligence scribes: utilization and impact on documentation time.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Ambient artificial intelligence scribes: utilization and impact on documentation time
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.729202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 440e414d-aff6-4501-8596-5e47519cd2e0 · outbound
This paper cites Ambient artificial intelligence scribes to alleviate the burden of clinical documentation.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Ambient artificial intelligence scribes to alleviate the burden of clinical documentation
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.719123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9bdccde1-1ef4-40f8-902e-c18d775ee74d · outbound
This paper cites Enhancing clinical documentation with ambient artificial intelligence: a quality improvement survey assessing clinician perspectives on work burden, burnout, and job satisfaction.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Enhancing clinical documentation with ambient artificial intelligence: a quality improvement survey assessing clinician perspectives on work burden, burnout, and job satisfaction
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.709060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a4ab5be7-93eb-43b7-a77b-9589332dda6f · outbound
This paper cites Van Veen, C.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Van Veen, C
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.697160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 068d0c2d-cd58-45c1-8d89-b8daf151e7e7 · outbound
This paper cites Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:13:58.455050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f99834d-992c-4644-a57a-3ecc30832701 · outbound
This paper cites an unresolved cited work.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T21:13:58.686336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d0ea9ca8-5b14-464a-9888-22e0b20a19b2 · outbound
This paper cites Inter-rater reliability and generalizability of patient note scores using a scoring rubric based on the usmle step-2 cs format.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Inter-rater reliability and generalizability of patient note scores using a scoring rubric based on the usmle step-2 cs format
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.675966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f49b8673-1b67-4a26-8aee-c60381b397d3 · outbound
This paper cites What disease does this patient have? a large-scale open domain question answering dataset from medical exams.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation What disease does this patient have? a large-scale open domain question answering dataset from medical exams
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.664729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 98fd30d8-e75b-47bd-abde-f51f8f122a74 · outbound
This paper cites Large language models are zero-shot reasoners.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Large language models are zero-shot reasoners
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.653989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 55ca2158-6777-48d7-99ba-622b6abdede2 · outbound
This paper cites Chi, Quoc V.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Chi, Quoc V
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.642584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3f30b428-4233-46e5-9011-4065217b5445 · outbound
This paper cites S umm QA at MEDIQA -chat 2023: In-context learning with GPT -4 for medical summarization.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation S umm QA at MEDIQA -chat 2023: In-context learning with GPT -4 for medical summarization
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.630875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3d5f8860-7f59-4142-b329-e751b2b0f99c · outbound
This paper cites What`s wrong? refining meeting summaries with LLM feedback.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation What`s wrong? refining meeting summaries with LLM feedback
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.620351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f79bf973-eb86-4a4b-9346-18b4e73535e9 · outbound
This paper cites Fine-tuning large language models for specialized use cases.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Fine-tuning large language models for specialized use cases
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.609477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4f593056-af66-4fc4-a79c-3ab275ef63bd · outbound
This paper cites (in press): Primock57: A dataset of primary care mock consultations.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation (in press): Primock57: A dataset of primary care mock consultations
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.598422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4d765bda-f41d-4b9c-ba59-195f7f94f44c · outbound
This paper cites Expert evaluation of large language models for clinical dialogue summarization.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Expert evaluation of large language models for clinical dialogue summarization
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:13:58.587536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1c17be2c-e8c8-40c6-9430-2de92962a868 · outbound
This paper cites LLM-based NLG Evaluation: Current Status and Challenges.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation LLM-based NLG Evaluation: Current Status and Challenges
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:13:58.495617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 162e8470-4a77-4f3e-927c-6e0de2dc27c0 · outbound
This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:13:58.499336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ffe7ce-fb91-4cde-850f-972c64c2f1dd · outbound
This paper cites Survey on Evaluation of LLM-based Agents.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation Survey on Evaluation of LLM-based Agents
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:13:58.503968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aed00b1c-0865-4810-953c-96f93c6f57a8 · outbound
This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.
FactsR: A Safer Method for Producing High Quality Healthcare Documentation HealthBench: Evaluating Large Language Models Towards Improved Human Health
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:13:58.507862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.