Paper Citation Record · LEDGER

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning

As of 12 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2606.02802.

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

pith.paper-citation-record.v1
2606.02802 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:22:53.092467Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact1
verified fuzzy0
unresolved12
parse uncertain1
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44e2ed30-b409-4c9b-b3c5-a2f67faa1445 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:26:22.577820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 827fbb3d-c45c-42f9-a948-6f2f541ea6e3 · outbound

This paper cites BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:22.580826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 846ac0f2-ef7d-426a-86c8-65025dbad44c · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:26:22.586555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 76dbb1bf-6bdc-4abe-852f-b6bbb8e18f9c · outbound

This paper cites Capabilities of Gemini Models in Medicine.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Capabilities of Gemini Models in Medicine

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-01T23:26:22.583869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3014d4e9-ac7d-4c49-9034-b973616db2c3 · outbound

This paper cites an unresolved cited work.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Unresolved cited work

Reference 5

Resolution: parse uncertain; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e8a8f56-6a5d-4b38-a0ad-fa8719d21263 · outbound

This paper cites Expected structure:.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Expected structure:

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e888030-292a-4d65-b54d-be783545a06a · outbound

This paper cites an unresolved cited work.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a60bcd6-65ae-4e77-b76a-4963acee9393 · outbound

This paper cites an unresolved cited work.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed98559d-6406-4393-8dd9-53aaba675aed · outbound

This paper cites Evaluate all dimensions on a 1–5 Likert scale.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning Evaluate all dimensions on a 1–5 Likert scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fbabea1-695a-46e2-89a7-6726540351ba · outbound

This paper cites • 2 = several important unsupported claims.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = several important unsupported claims

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91fdc9a-647d-42c7-ae70-a2ff6c5a8e70 · outbound

This paper cites • 2 = limited relevance; many selected events do not help answer the task.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = limited relevance; many selected events do not help answer the task

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c732aac-5a31-47fe-8806-64aeb628ded6 · outbound

This paper cites • 2 = mentions time but does not use it meaningfully.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = mentions time but does not use it meaningfully

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48abfa8c-dd27-4d8c-96e6-d05a37df9678 · outbound

This paper cites • 2 = weak clinical logic with major gaps.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = weak clinical logic with major gaps

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0dd4179-fc96-4b61-b804-04a7fb6a3081 · outbound

This paper cites • 2 = missing several important pieces of evidence.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = missing several important pieces of evidence

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d92e3dd-04e8-4656-948b-c01e5d0694d9 · outbound

This paper cites • 2 = several unsupported severity or causal claims.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = several unsupported severity or causal claims

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d3ace9-2772-418e-ba81-bcadad509822 · outbound

This paper cites • 2 = mostly misaligned with the correct outcome.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning • 2 = mostly misaligned with the correct outcome

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f2f4f8-215d-4dd9-bb29-76080c291b02 · outbound

This paper cites severe”, “high-acuity.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning severe”, “high-acuity

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T14:22:53.092467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.