Paper Citation Record · LEDGER

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories

As of 5 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2602.12833.

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

pith.paper-citation-record.v1
2602.12833 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:44:44.026159Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

10 of 10 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06561b5c-5099-4bd5-9d9b-1d86c21c5736 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:42.739735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d13c08d-4e46-4abb-97ea-2856fc8043a9 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Capabilities of GPT-4 on Medical Challenge Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.362107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41206ed7-c57b-4b6f-ad6f-7f57ee5d0ea2 · outbound

This paper cites Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.670735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5452b87-71a6-4877-8349-360e385be58f · outbound

This paper cites Generative medical event models improve with scale.arXiv preprint arXiv:2508.12104,.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Generative medical event models improve with scale.arXiv preprint arXiv:2508.12104,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.821415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fda7dea-be5a-4b4d-82d1-a733c0f7b49e · outbound

This paper cites Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.935604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f37bbc0-430f-4432-a0b5-a871e6936c42 · outbound

This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:44.026159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c91d4b2c-2cf0-42d7-a563-9139c1770aa5 · outbound

This paper cites MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.486727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3036ea04-0192-46b7-9790-df5fde4432fd · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories Long-context LLMs Struggle with Long In-context Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.039263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d05dbc-5b00-48d3-a278-396216f3d944 · outbound

This paper cites A comprehensive survey on long context language modeling.arXiv preprint arXiv:2503.17407,.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories A comprehensive survey on long context language modeling.arXiv preprint arXiv:2503.17407,

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:43.203896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e905fa49-c81f-4e34-b251-4e1d17ed70e1 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T23:44:42.849813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.