Paper Citation Record · LEDGER

Towards a Personal Health Large Language Model

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2406.06474.

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

pith.paper-citation-record.v1
2406.06474 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:28:11.023518Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 42925163-09c5-478c-a1bb-743bc6405b6a · inbound

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting cites this paper.

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting Towards a Personal Health Large Language Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T12:14:20.262393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ed6c3b-ce00-4dd1-99df-09b563b1a13d · inbound

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization cites this paper.

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization Towards a Personal Health Large Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:11.023518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 068db0c1-298a-43a5-997a-828c7653d4d5 · inbound

ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data cites this paper.

ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data Towards a Personal Health Large Language Model

Reference 1983

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:43.871432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57432296-a529-4d1f-a6d1-aeaaca3a455d · inbound

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language cites this paper.

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language Towards a Personal Health Large Language Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:11.339063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00a6953-028a-4d2f-b11e-4c50044c755a · inbound

SensorLM: Learning the Language of Wearable Sensors cites this paper.

SensorLM: Learning the Language of Wearable Sensors Towards a Personal Health Large Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:04:06.281116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9077ab73-b445-4975-a891-206eddee2800 · inbound

Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring cites this paper.

Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring Towards a Personal Health Large Language Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:00.590756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237a721e-9949-4179-b918-492572f0969b · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era Towards a Personal Health Large Language Model

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:32:16.157295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46799a91-ff2c-42bd-9ba0-8b79344ad609 · inbound

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing cites this paper.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Towards a Personal Health Large Language Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:02.991422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c952d1-c6fc-4f7d-94a4-ac689a1eda84 · inbound

HRIPBench: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs cites this paper.

HRIPBench: Benchmarking LLMs in Harm Reduction Information Provision to Support People Who Use Drugs Towards a Personal Health Large Language Model

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T12:27:18.714792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbbd9230-f733-4609-8e28-ec424017a36e · inbound

SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching cites this paper.

SePA: A Search-enhanced Predictive Agent for Personalized Health Coaching Towards a Personal Health Large Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T06:01:40.341763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ad1e5f-ea84-4a60-a185-069c6d4dffed · inbound

SleepLM: Natural-Language Intelligence for Human Sleep cites this paper.

SleepLM: Natural-Language Intelligence for Human Sleep Towards a Personal Health Large Language Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:13.550463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b4bc289-4153-4267-91d2-13ec3b2b4a57 · inbound

Front-End Ethics for Sensor-Fused Health Conversational Agents: An Ethical Design Space for Biometrics cites this paper.

Front-End Ethics for Sensor-Fused Health Conversational Agents: An Ethical Design Space for Biometrics Towards a Personal Health Large Language Model

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:20:34.636396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23946772-cb77-4094-b1ac-0f84ea327dd3 · inbound

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices cites this paper.

EdgeFlow: Fast Cold Starts for LLMs on Mobile Devices Towards a Personal Health Large Language Model

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:05:37.563478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b97d5e30-9317-43c8-b22e-59f47ca85c20 · inbound

From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members cites this paper.

From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members Towards a Personal Health Large Language Model

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T05:16:40.104668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2ccd508-04af-4c79-84ad-d8e3eafe28d2 · inbound

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition cites this paper.

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition Towards a Personal Health Large Language Model

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T00:16:25.500264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 122928e6-3f4b-4216-b200-9cd2bbdeb14a · inbound

Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection cites this paper.

Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection Towards a Personal Health Large Language Model

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-27T00:50:20.502260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 83e26291-23a1-46c1-a984-7a20437d8cbc · inbound

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning cites this paper.

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning Towards a Personal Health Large Language Model

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:08:58.462242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6076efe-5fd8-4c2e-97c4-86e15d16eafd · inbound

OpenMHC: Accelerating the Science of Wearable Foundation Models cites this paper.

OpenMHC: Accelerating the Science of Wearable Foundation Models Towards a Personal Health Large Language Model

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T10:05:16.443765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80dacc45-5b82-48d9-8fbb-54abcff9f0eb · inbound

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI cites this paper.

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI Towards a Personal Health Large Language Model

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T14:26:28.737711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b31359-163e-4faa-b793-54c49cbe02b1 · inbound

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI cites this paper.

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI Towards a Personal Health Large Language Model

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:52.632204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.