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Paper Citation Record · LEDGER

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

As of 18 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 0 inbound Pith citation observations for arXiv:2507.05461.

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

pith.paper-citation-record.v1
2507.05461 v2

Coverage vector

measured 100 of 115 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:29:12.801482Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

100 of 115 outbound references displayed

  • verified exact5
  • verified fuzzy48
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8df3088-0638-47d8-a777-e059dad81c49 · outbound

This paper cites Sensing technologies for monitoring serious mental illnesses.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Sensing technologies for monitoring serious mental illnesses

Reference 1

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Observation ff9ccfb1-6f38-4010-b3c7-01c264ec2005 · outbound

This paper cites Adler, Yuewen Yang, Thalia Viranda, Xuhai Xu, David C.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Adler, Yuewen Yang, Thalia Viranda, Xuhai Xu, David C

Reference 2

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Observation 7bfecf95-3745-413c-9a75-3cba9d2c4ad1 · outbound

This paper cites Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation

Reference 3

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Observation e60fab9d-536e-4846-9ee7-187ea025128b · outbound

This paper cites Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect

Reference 4

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Observation f33d6346-f9ed-4d72-b5ec-b77eda8a6b52 · outbound

This paper cites Frustrated and confused: the American public rates its cancer-related information-seeking experiences.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Frustrated and confused: the American public rates its cancer-related information-seeking experiences

Reference 5

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source=pdf_text observed=2026-08-06T19:29:00.524936Z digest=sha256:8d50bc4e36e5b8bca1676c5c99258149312c949319ad7acdef0bc7cd48def7d2

Observation b854fe08-3ac1-4cb6-a204-c156707d2e34 · outbound

This paper cites Abandonment of personal quantification: A review and empirical study investigating reasons for wearable activity tracking attrition.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Abandonment of personal quantification: A review and empirical study investigating reasons for wearable activity tracking attrition

Reference 6

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Observation a4776806-cf2c-4e3e-a30b-5c9e64fab299 · outbound

This paper cites an unresolved cited work.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Unresolved cited work

Reference 7

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Observation e7ade742-87c8-4f2b-937e-1c6307cdc520 · outbound

This paper cites The interpretation and exploitation of information in criminal investigations.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing The interpretation and exploitation of information in criminal investigations

Reference 8

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Observation c65aa4ce-d667-444a-9d11-831cb6d7c476 · outbound

This paper cites Reviewing reflection: on the use of reflection in interactive system design.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Reviewing reflection: on the use of reflection in interactive system design

Reference 9

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Observation ee2b0c2f-5c0d-49c0-adc8-3a6dd3bb2c7a · outbound

This paper cites Revisiting reflection in hci: Four design resources for technologies that support reflection.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Revisiting reflection in hci: Four design resources for technologies that support reflection

Reference 10

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Observation f6ab3fc7-d88a-4820-a7f2-694f5215d256 · outbound

This paper cites Detecting stress in college freshman from wearable sleep data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Detecting stress in college freshman from wearable sleep data

Reference 11

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Observation 77d4b645-48ff-4f4c-9eb0-c1144e8fd84f · outbound

This paper cites Go and grow: Mapping personal data to a living plant.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Go and grow: Mapping personal data to a living plant

Reference 12

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Observation 79990db9-a45c-42a4-b223-3a48b256e201 · outbound

This paper cites Patient engagement in a multimodal digital phenotyping study of opioid use disorder.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Patient engagement in a multimodal digital phenotyping study of opioid use disorder

Reference 13

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source=pdf_text observed=2026-08-06T19:29:01.641857Z digest=sha256:36d24f2cbb70c95b066c81d6f7ce991f7587becaca580e969a884d7f5a862631

Observation cda88c02-3a89-4cdd-84ac-e9f4ce46173a · outbound

This paper cites Challenges and recommendations for wearable devices in digital health: Data quality, interoperability, health equity, fairness.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Challenges and recommendations for wearable devices in digital health: Data quality, interoperability, health equity, fairness

Reference 14

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Observation f7d691c1-53f7-4ba8-9906-a07f7a1fd12f · outbound

This paper cites Methods in predictive techniques for mental health status on social media: a critical review.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Methods in predictive techniques for mental health status on social media: a critical review

Reference 15

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Observation 1d46ea81-0564-4b32-ac9d-787b18154e28 · outbound

This paper cites Sensor2Text: Enabling natural language interactions for daily activity tracking using wearable sensors.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Sensor2Text: Enabling natural language interactions for daily activity tracking using wearable sensors

Reference 16

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source=pdf_text observed=2026-08-06T19:29:02.063301Z digest=sha256:733b608cbe27fc361d1a1d66a15da5b12a4c8de0ead6b705683bbd399d3ca8ec

Observation 93f12ee6-1f71-473d-840d-cb6f64798b72 · outbound

This paper cites Understanding client support strategies to improve clinical outcomes in an online mental health intervention.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Understanding client support strategies to improve clinical outcomes in an online mental health intervention

Reference 17

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Observation 55e493a8-2afa-4e14-9d13-6e0f4cd1bdb2 · outbound

This paper cites Understanding quantified-selfers’ practices in collecting and exploring personal data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Understanding quantified-selfers’ practices in collecting and exploring personal data

Reference 18

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Observation 20acb125-b1c2-4bdf-88e6-90e50cfbe4da · outbound

This paper cites Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research

Reference 19

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source=pdf_text observed=2026-08-06T19:29:02.524956Z digest=sha256:dd8de06cc1558e8d874e145965bc3265c1c484784cc6f4afd23c197db861ced1

Observation 4474c9f6-8d4d-4d24-b3b3-1dd619bec872 · outbound

This paper cites SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies

Reference 20

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source=pdf_text observed=2026-08-06T19:29:02.604334Z digest=sha256:f6e27271a54fa15e3854fae745568f8b77189d8797ddcbd78e4194b01538f487

Observation 3830d9ac-89af-41d0-8275-e8bce5947cff · outbound

This paper cites Health information needs, sources, and barriers of primary care patients to achieve patient-centered care: A literature review.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Health information needs, sources, and barriers of primary care patients to achieve patient-centered care: A literature review

Reference 21

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Observation fae8c770-8289-463c-9159-f433c8c7d6fd · outbound

This paper cites Grounded theory research: Procedures, canons, and evaluative criteria.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Grounded theory research: Procedures, canons, and evaluative criteria

Reference 22

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

This paper cites Towards a Personal Health Large Language Model.

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

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Observation b4b764c0-e1be-4648-8cb9-c7cfc2b5fb85 · outbound

This paper cites Data sensemaking in self-tracking: Towards a new generation of self-tracking tools.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Data sensemaking in self-tracking: Towards a new generation of self-tracking tools

Reference 24

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Observation 02c3b391-3f42-415f-bf9d-db5deeaa175e · outbound

This paper cites Semantic gap in predicting mental wellbeing through passive sensing.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Semantic gap in predicting mental wellbeing through passive sensing

Reference 25

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Observation bba7b7eb-c751-4508-bcc1-e98f743dd413 · outbound

This paper cites Benchmarks for automated commonsense reasoning: A survey.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Benchmarks for automated commonsense reasoning: A survey

Reference 26

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Observation ccb71933-5587-4001-982c-ab2915d39738 · outbound

This paper cites Predicting depression via social media.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Predicting depression via social media

Reference 27

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Observation 37152a4e-cb4e-47e3-8f90-7d6a9515574c · outbound

This paper cites From the mind’s eye of the “user”: The sense-making qualitative-quantitative methodology.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing From the mind’s eye of the “user”: The sense-making qualitative-quantitative methodology

Reference 28

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Observation 622ca119-2794-4a5e-a3a9-ea7221e54f8d · outbound

This paper cites An overview of sense-making research: Concepts, methods, and results to date.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing An overview of sense-making research: Concepts, methods, and results to date

Reference 29

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Observation 10d7b13f-9a51-43d2-be99-01a11ca68914 · outbound

This paper cites The role of feedback in the process of health behavior change.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing The role of feedback in the process of health behavior change

Reference 30

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Observation d7e2469a-4e96-4b06-b8ce-e1d3999b6ded · outbound

This paper cites Deep neural networks in psychiatry.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Deep neural networks in psychiatry

Reference 31

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Observation f5b4fb3c-37dc-4e6e-a9f5-e8f53d310095 · outbound

This paper cites Imputation of missing longitudinal data: a comparison of methods.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Imputation of missing longitudinal data: a comparison of methods

Reference 32

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Observation 7afd1b32-fc29-4e8a-b0a2-64c60b5fe193 · outbound

This paper cites Epstein, Clara Caldeira, Mayara Costa Figueiredo, Xi Lu, Lucas M.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Epstein, Clara Caldeira, Mayara Costa Figueiredo, Xi Lu, Lucas M

Reference 33

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Observation f253a6c5-83f6-45e6-a6c1-1159290c5260 · outbound

This paper cites PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing PhysioLLM: Supporting Personalized Health Insights with Wearables and Large Language Models

Reference 34

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Observation ad09be52-6e4b-4338-b40f-0e17bb719510 · outbound

This paper cites Mobile sensing for behavioral research: A component-based approach for rapid deployment of sensing campaigns.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Mobile sensing for behavioral research: A component-based approach for rapid deployment of sensing campaigns

Reference 35

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source=pdf_text observed=2026-08-06T19:29:04.406091Z digest=sha256:c7de25fe3359e9fba061870b64309b3760dbb315da3003fccf0de2fb1cdf90ae

Observation e00de5ef-3daa-4fe3-b1ed-7e8e9993e5e7 · outbound

This paper cites Blue versus gray: A metaphor constraining sensemaking around a restructuring.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Blue versus gray: A metaphor constraining sensemaking around a restructuring

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:04.666642Z digest=sha256:7d5319b3e88ac94c71945f6df2c689fa823d77cbef7d616e5182c1367993d9b1

Observation 81480321-ddbd-497b-9e1e-532f8ea32905 · outbound

This paper cites Fostering engagement with personal informatics systems.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Fostering engagement with personal informatics systems

Reference 37

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source=pdf_text observed=2026-08-06T19:29:04.736675Z digest=sha256:c432558d02a6773264eb2a65343913d07c31528769a0f4bc656ad2426909f552

Observation bf51ddae-d8b1-4842-8abe-9c2e2013e3a8 · outbound

This paper cites Describing the elephant: a foundational model of human needs, motivation, behaviour, and wellbeing, December 2020.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Describing the elephant: a foundational model of human needs, motivation, behaviour, and wellbeing, December 2020

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:04.867817Z digest=sha256:73516bd7baf08d9072cc9c82b369e230eb85b2285f6e49c6110c1aa89e46bf71

Observation 0c281b4d-ec4f-4244-8fa8-677136fca2b0 · outbound

This paper cites Systematic Evaluation of Personalized Deep Learning Models for Affect Recognition.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Systematic Evaluation of Personalized Deep Learning Models for Affect Recognition

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:05.016949Z digest=sha256:66e7555f6c4de5327d5ab6d44bc39e9bb1fc0fdbbf3369b057ede8fe5aa4f8aa

Observation 2a8ca845-762e-4f09-93b8-32030bf83108 · outbound

This paper cites Design of digital workplace stress-reduction intervention systems: Effects of intervention type and timing.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Design of digital workplace stress-reduction intervention systems: Effects of intervention type and timing

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:32.293841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.143396Z digest=sha256:9c396c88a36640e871f9ea41f79e9553ac17b2e69f88c8fbe949da5982b169ad

Observation 43cf6931-f1cb-449a-b0ce-d8e9db0def6f · outbound

This paper cites Large Language Models in Mental Health Care: a Scoping Review.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Large Language Models in Mental Health Care: a Scoping Review

Reference 41

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no resolver link, observed 2026-08-06T19:29:05.296046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:05.296046Z digest=sha256:92a6f0f6f911d7463a720c001cb90848c3dc58a5b29b91643a017321105d12cb

Observation 0ebb921b-af45-497b-b24e-333d89d926e6 · outbound

This paper cites Insufficient effort responding: examining an insidious confound in survey data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Insufficient effort responding: examining an insidious confound in survey data

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:31.974319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.451013Z digest=sha256:acdf03f1d7c59b93d4211272db03bf21b64d5ba311a8942892a866c19754f586

Observation 2383c641-d17c-45e4-a87b-23ac8c5406e2 · outbound

This paper cites Jacobson, Damien Lekkas, Raphael Huang, and Natalie Thomas.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Jacobson, Damien Lekkas, Raphael Huang, and Natalie Thomas

Reference 43

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raw_fallback, observed 2026-08-06T19:29:31.712965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.591924Z digest=sha256:0fb392eb564a3cdbab5f31c627a2d5e9561b2e55be43142d5c3937fadbf38fb2

Observation 5060ae55-1186-42fe-9505-58b07dacae97 · outbound

This paper cites Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sensor Data and Enabling Better Mood Prediction.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sensor Data and Enabling Better Mood Prediction

Reference 44

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raw_fallback, observed 2026-08-06T19:29:31.482411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.696784Z digest=sha256:075c2b02ebf93543980ed4c76bb0d1e770f20c2809c03589632ae3f8468cd66f

Observation d88bf7b9-a372-4a9c-928c-42939581dc98 · outbound

This paper cites HARGPT: Are LLMs Zero-Shot Human Activity Recognizers? pages 38–43.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing HARGPT: Are LLMs Zero-Shot Human Activity Recognizers? pages 38–43

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:31.257486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.824265Z digest=sha256:86655178022282521bc25ba9180f91ff4e434d2fa9de8be913aaaff6aa92d473

Observation 2f10ea1a-0a06-42de-9df6-739231e45571 · outbound

This paper cites DT2VIS: A Focus+Context Answer Generation System to Facilitate Visual Exploration of Tabular Data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing DT2VIS: A Focus+Context Answer Generation System to Facilitate Visual Exploration of Tabular Data

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:31.019154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:05.939314Z digest=sha256:ae92b6028cd939a876a8e4c7788052ff1c711890855408c87661dcacd2e0c818

Observation c329b21b-68c7-4c77-8625-4eecde90086e · outbound

This paper cites Designing for data sensemaking practices: a complex challenge.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Designing for data sensemaking practices: a complex challenge

Reference 47

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:30.777638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.072423Z digest=sha256:7d47fa3ff8da1b1209cfd26250526a0e2c35234e631a05423a55361b01e6e8dd

Observation 4a6fde6d-0385-4c7c-ae59-0689933a3ea3 · outbound

This paper cites Drawbacks of artificial intelligence and their potential solutions in the healthcare sector.Biomedical Materials & Devices, 1(2):731–738, 2023.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Drawbacks of artificial intelligence and their potential solutions in the healthcare sector.Biomedical Materials & Devices, 1(2):731–738, 2023

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:30.189535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.295483Z digest=sha256:1462b0eda440ad27f8844e5016cfe030556523f8e07b152633866d5ec5b1f3b0

Observation ecc395d8-f61b-42a6-9cdd-b9d43ccc1f4d · outbound

This paper cites Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 49

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no resolver link, observed 2026-08-06T19:29:06.417581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:06.417581Z digest=sha256:1645c9ac4ef725759c90fe28325a04768e92d8de0da0d0f0e4f0b8e2c42193a8

Observation d851b973-e955-496f-ac79-9dfbd4e201e5 · outbound

This paper cites A data–frame theory of sensemaking.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing A data–frame theory of sensemaking

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:29.878412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.534521Z digest=sha256:a6b6687be0a13a171d95e021ae6832c6ba19d000afb1f7dc6c3dd6dde4d3da82

Observation e1633150-31e2-4335-98e7-731af1bc4ac7 · outbound

This paper cites Intelligence essentials for everyone.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Intelligence essentials for everyone

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:29.598375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.656074Z digest=sha256:2bea762ea7537c3989b2dbd675920ded477889a9ff3f8dfd8b131bb9846d2b40

Observation fa7ddbc5-cfc0-47fe-ae69-608ec92e663d · outbound

This paper cites Properties and Challenges of LLM-Generated Explanations.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Properties and Challenges of LLM-Generated Explanations

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:29:15.874768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.797078Z digest=sha256:45abfb97843aa186d79ec5167ecaccde437137e983eb8eae54b6b24c3a59d799

Observation b00759b7-4790-4241-a886-b66e40d1a1f7 · outbound

This paper cites Why we use and abandon smart devices.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Why we use and abandon smart devices

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:29.273432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:06.966367Z digest=sha256:5f959d5e5695e02967b99dc13e3892d46952cd095ad4d86894e57607d954464d

Observation a4eac62c-2135-4052-9cef-74283709bef9 · outbound

This paper cites Collecting self-reported physical activity and posture data using audio-based ecological momentary assessment.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Collecting self-reported physical activity and posture data using audio-based ecological momentary assessment

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:28.984356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.066368Z digest=sha256:06c1666e0672930eb7df2e95a98641c54f37b17e735a918bdefb247fced9c5ac

Observation d633165f-7cd8-42f2-9d13-a0afcfacd279 · outbound

This paper cites Feasibility and Utility of Multimodal Micro Ecological Momentary Assessment on a Smartwatch.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Feasibility and Utility of Multimodal Micro Ecological Momentary Assessment on a Smartwatch

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:28.679221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.189976Z digest=sha256:65ea33c553b8dff00c20352c148402ca4efc831001361f37650714f2426acce8

Observation a3abffeb-5a18-4eb4-804d-b7549e3aa604 · outbound

This paper cites Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models

Reference 56

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:29:15.670517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.311548Z digest=sha256:a1a375536a2cff2e2c659fe2e9db41c1e206db1689100a592c51a6adfabba8c7

Observation 97890645-6f1c-48e9-87de-6d2bff9998dc · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:28.382007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.454027Z digest=sha256:86cf89014e486f05b1e1eb3ca6d0d28fd4f589a97164779159e32c223041e068

Observation 2e6e88e6-5dd5-4aca-b493-0ff801b5e188 · outbound

This paper cites Solving Quantitative Reasoning Problems with Language Models.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Solving Quantitative Reasoning Problems with Language Models

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:28.071112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.592724Z digest=sha256:6e5c2da8cc401e320bd57898f49780b249d0df76305920933dc6fc008d573093

Observation 3e9ba52b-30d0-4f71-b748-b07c01ab9c79 · outbound

This paper cites A stage-based model of personal informatics systems.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing A stage-based model of personal informatics systems

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:27.842578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.738188Z digest=sha256:dfb75bdf6073888ff994c987d68072df78b169fb1c5a1beb97e0ab3fbe76c3c0

Observation 1ea880dd-4912-421a-b960-da4b89f0f3ee · outbound

This paper cites Understanding my data, myself: supporting self-reflection with ubicomp technologies.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Understanding my data, myself: supporting self-reflection with ubicomp technologies

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:27.592525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.838671Z digest=sha256:84232c662e5e5252dccbfba442a2ca360b86c9d51c39be362e42bf02c95a500a

Observation 0395de6e-a083-4932-b04e-efd952dd8c6f · outbound

This paper cites Vital insight: Assisting experts’ sensemaking process of multi-modal personal tracking data using visualization and LLM.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Vital insight: Assisting experts’ sensemaking process of multi-modal personal tracking data using visualization and LLM

Reference 61

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verified exact
raw_fallback, observed 2026-08-06T19:29:15.451357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:07.969927Z digest=sha256:bf524886d8cb237b1569384406f43c09e7a0422ba5e020ac55dbd9f38bff2b5a

Observation b9e22c1d-9221-484b-8291-2df4e9a77ad5 · outbound

This paper cites StarCoder: may the source be with you!.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing StarCoder: may the source be with you!

Reference 62

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no resolver link, observed 2026-08-06T19:29:08.090179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:08.090179Z digest=sha256:7932216bfe2d0d4e30772e8016e24e115b4cc77f79fffde6fc714822986fd42b

Observation c6e158f8-5bdb-4a9a-a682-fb67e4af6226 · outbound

This paper cites Just-in-time but not too much: Determining treatment timing in mobile health.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 2(4):1–21, 2018.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Just-in-time but not too much: Determining treatment timing in mobile health.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 2(4):1–21, 2018

Reference 63

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verified fuzzy
raw_fallback, observed 2026-08-06T19:29:27.333233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:08.228333Z digest=sha256:f495b73f8fd584954420a113bc87dd1b532f69d3953dcf975c2ef3d126c47cc8

Observation bc7d7edb-cb9e-4d6b-97d4-ec0a24812a98 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing StarCoder 2 and The Stack v2: The Next Generation

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:08.398352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:08.398352Z digest=sha256:fdd2a56dfd125b57e07bab5490909e78f5a0c230b40ec791d7173df832726f48

Observation 0de89a4d-b030-4761-83e9-8eb415268fae · outbound

This paper cites Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:27.056210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:08.499143Z digest=sha256:9dbfcde599f0bcd36918108d4cd6c97f2c906696ff3b0c2ced8267f6df75d3ff

Observation 06eb69dc-0ae0-462e-8ea5-4471e1932693 · outbound

This paper cites Breathing as Input Modality in a Gameful Breathing Training App: Development and Evaluation of Breeze 2 (Preprint).

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Breathing as Input Modality in a Gameful Breathing Training App: Development and Evaluation of Breeze 2 (Preprint)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:26.848604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:08.601868Z digest=sha256:62c98e23fe8e4df7210c7c0bf88053a2710b2a88f1c534daf52614628aabe3cb

Observation 4dc3b957-8e30-4e46-a194-a2c86d973cc0 · outbound

This paper cites Accessible visualization via natural language descriptions: A four-level model of semantic content.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Accessible visualization via natural language descriptions: A four-level model of semantic content

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:26.548924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:08.729946Z digest=sha256:d7d67fa4991406f54c44b58dea03972c2b86fe1ec6bf28410cc71dc3b0194f40

Observation 1a5e5ae0-f2b1-4fe6-8a27-1cb09e07dd43 · outbound

This paper cites Language Models of Code are Few-Shot Commonsense Learners.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Language Models of Code are Few-Shot Commonsense Learners

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:08.828226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:08.828226Z digest=sha256:539281fb37506251ab77ff5d4c60dc06c50f79c73aacf18afa43bb0336f6b5e4

Observation 7697096c-6134-4ea9-b40e-5998b22609e5 · outbound

This paper cites Personal discovery in diabetes self-management: discovering cause and effect using self-monitoring data.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Personal discovery in diabetes self-management: discovering cause and effect using self-monitoring data

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:26.265411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:08.996746Z digest=sha256:8d38a055506989692c2d6b86d9fb8db5c24106eb6026cb15b4e78df0a7d0dc45

Observation 8fc2efa7-e1fc-422b-a9e0-685b1fb5d075 · outbound

This paper cites Transforming Wearable Data into Personal Health Insights using Large Language Model Agents.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Transforming Wearable Data into Personal Health Insights using Large Language Model Agents

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:09.104517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:09.104517Z digest=sha256:e7b023adc816edcf784266126dd0ee649f22fe7c3944ce980b71189b60739153

Observation f31cc297-6a43-4599-b4da-d8ac4e1fb767 · outbound

This paper cites Walter, Marion J.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Walter, Marion J

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:26.023760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:09.228522Z digest=sha256:2904444a5cdec3d3d087fd600f9dc1ced764f286ab8dc4112885437a29144666

Observation 22437162-d72f-4f14-b63c-c27dffbcd875 · outbound

This paper cites Detecting receptivity for mHealth interventions in the natural environment.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Detecting receptivity for mHealth interventions in the natural environment

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:25.696556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:09.386677Z digest=sha256:2cd33d855423fe723b7ffab45d85304b1729bff914e8045ee241be4ea834774e

Observation c5cded9e-c973-48db-8ae1-6a4a1bc7632c · outbound

This paper cites Continuous Detection of Physiological Stress with Commodity Hardware.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Continuous Detection of Physiological Stress with Commodity Hardware

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:25.196465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:09.582398Z digest=sha256:96330a83075c5a76d5cc605e36ce00c9155d691b491690db444addac444001e9

Observation 41725bb3-94d8-45b9-9056-88561bf7e751 · outbound

This paper cites Evaluating the reproducibility of physiological stress detection models.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Evaluating the reproducibility of physiological stress detection models

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:24.945486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:09.691203Z digest=sha256:e0c3a7f06da328d5efb1474386fe740d25d85c8297ee61b4bde5a193db107dbb

Observation ccbb41bb-f078-4af2-a7ef-b66127bdafaa · outbound

This paper cites Personal sensing: understanding mental health using ubiquitous sensors and machine learning.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Personal sensing: understanding mental health using ubiquitous sensors and machine learning

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:24.763057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:09.927129Z digest=sha256:a9902a575b068135b895a71ca3823c8fd264e798e5baf283fd1132904c0073f2

Observation e6d95c0e-a434-4ebc-889c-adca42b106dd · outbound

This paper cites Momentary stressor logging and reflective visualizations: Implications for stress management with wearables.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Momentary stressor logging and reflective visualizations: Implications for stress management with wearables

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:24.534552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.057085Z digest=sha256:cf3c8c2a3aab202a902394118cf67dd76160a8c30605bdbf4f7d358a317ce233

Observation bef3f24d-8695-44ad-b629-12ee492f7b4a · outbound

This paper cites Supporting meaningful personal fitness: The tracker goal evolution model.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Supporting meaningful personal fitness: The tracker goal evolution model

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:24.308057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.174684Z digest=sha256:ef46ceaf6e039341b5a140d896b00c54b4cb07f0603ce040b9811fba591cdbd5

Observation 71296cfa-3c58-44fd-af16-5a35a1f67890 · outbound

This paper cites On the role of active memory processes in perception and cognition.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing On the role of active memory processes in perception and cognition

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:24.101724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.265047Z digest=sha256:dc71490b55df0f5c72747ccb9ec648534100906113e95854034fbc4e1bc1c4be

Observation 53def9f8-ba2f-40a0-b53d-acdb2008e58a · outbound

This paper cites OpenAI documentation: Prompt engineering.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing OpenAI documentation: Prompt engineering

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:23.876936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.395799Z digest=sha256:ab614988553bfba4e7959c6816758ef4e483ecfacb7d37f29b2becf758a61f95

Observation 248b3999-eb81-40a1-8282-66421dd564a6 · outbound

This paper cites GPT-4o System Card.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing GPT-4o System Card

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:10.482642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:10.482642Z digest=sha256:ac7ee8d45eeaf77112c1d41abf852e45bd641e1ad84e4b1558d3a1cedbbc964a

Observation f60ad168-401c-4be2-84a6-f4970ea997bc · outbound

This paper cites LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:10.583062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:10.583062Z digest=sha256:e386965716f722f914dd126489dd803d0b72aeb6aaafc58674c2257a13476521

Observation 03b476f6-7f4a-45a9-887b-a596afff6e6f · outbound

This paper cites The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:23.643091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.715549Z digest=sha256:c4179d1dc57eeff802457972f65a7d3d0076c7572d78b8d7fc4343ae589afefd

Observation 6ce90121-bcd0-4786-98df-2ccecbd71fda · outbound

This paper cites Behavioral indicators on a mobile sensing platform predict clinically validated psychiatric symptoms of mood and anxiety disorders.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Behavioral indicators on a mobile sensing platform predict clinically validated psychiatric symptoms of mood and anxiety disorders

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:23.385955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.780015Z digest=sha256:293ab2f6d354941b01a0ba9337e89c17051f15540cf8cf92573463d5a50e579c

Observation e2ca4b6a-a318-497f-b7fb-ca8646e39067 · outbound

This paper cites Clear, and Peter Wright.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Clear, and Peter Wright

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:23.103065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.873405Z digest=sha256:e9629380ae8d11c7679577d3072b729403b19580ef9b202df753c6f8fc657cf6

Observation 39f18271-ca84-4fbb-9514-1e8ba21a90fc · outbound

This paper cites Building shared understanding in collaborative sensemaking.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Building shared understanding in collaborative sensemaking

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:22.750867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:10.993358Z digest=sha256:1c64d6afec883111ed4a237c79bc5e9141f12600b154a4a2b6e091bd748992b1

Observation 44216c0e-95a0-4e23-a162-d19c5295fed4 · outbound

This paper cites Lee, Ashley Garrity, and Mark W.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Lee, Ashley Garrity, and Mark W

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:22.525498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.133071Z digest=sha256:b7ab0ef02b57e73ac29f8b64dd6bba7546669f99c46b4bc92e231e8ca510254c

Observation f231eee0-715c-44e7-8f2c-a93cf68f8b00 · outbound

This paper cites CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing CataractBot: An LLM-Powered Expert-in-the-Loop Chatbot for Cataract Patients

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:29:14.780432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.258387Z digest=sha256:996d676d1fe43cf5dbaaa9bb3dc51f6fbc0f63740860786ba300d9665d913bb4

Observation 903c0245-abc1-4902-95b8-8bc4d7dd4c70 · outbound

This paper cites Personal tracking as lived informatics.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Personal tracking as lived informatics

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:22.317920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.382716Z digest=sha256:7e170cd735996d65429f5091e1e00c20d793f57ba2e894601a78d32ba87e5f26

Observation 684b4b25-f7a1-4288-96a2-15a6ee2c6d8b · outbound

This paper cites The cost structure of sensemaking.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing The cost structure of sensemaking

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:22.065608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.527459Z digest=sha256:85d9a6339b10b0963c33df3384d51da1041fb9575caf8f191214c882e9ea18eb

Observation 07493812-338c-44c2-b9d0-24766d464038 · outbound

This paper cites Stress recognition using wearable sensors and mobile phones.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Stress recognition using wearable sensors and mobile phones

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:21.749498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.632926Z digest=sha256:47dac02a2506610cdd82a42fe0a49a529c5d14d56fefc40afdf6c069ba78974c

Observation 9108700e-9620-4ac6-84d7-9a87c7f37cb8 · outbound

This paper cites Introducing WESAD, a multimodal dataset for wearable stress and affect detection.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Introducing WESAD, a multimodal dataset for wearable stress and affect detection

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:21.496034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.746407Z digest=sha256:9d4e18715b3a83d2073e8d8acc67d534f867cc734e2438d90e5e313639f89fdb

Observation 383932e6-9766-4257-89e7-4c04df0ecd7b · outbound

This paper cites Ecological momentary assessment.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Ecological momentary assessment

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:21.146083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:11.894927Z digest=sha256:6c9fb41cccb1551246767d98f112836a155cd30cf22e66a604b2b158cf329ff8

Observation c3adb5b3-cc33-4668-9c1b-303c48d39112 · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Towards Expert-Level Medical Question Answering with Large Language Models

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-06T19:29:11.999241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:29:11.999241Z digest=sha256:c8535cc930c34662ee3170101ac9a20fe40cec288cc045bef1b3884171ea9dba

Observation 5c897e87-aa4f-4dbc-9d1f-bec3853c8fa9 · outbound

This paper cites Narrating fitness: Leveraging large language models for reflective fitness tracker data interpretation.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Narrating fitness: Leveraging large language models for reflective fitness tracker data interpretation

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:20.841625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.124577Z digest=sha256:1c6a5076c3f89d8e4194ce77788bc780fa78b5cb3207b344df23828e2b0a494d

Observation 38426dd7-5c7c-4645-9878-f87233b85271 · outbound

This paper cites Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:20.543667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.235066Z digest=sha256:b2e99341079fb37011c31e6111c1b3ce90af3921445c040551293e87e2b70fa8

Observation 6750e798-d9c9-42f5-bff7-c8b2bd206989 · outbound

This paper cites DepreST-CAT: Retrospective smartphone call and text logs collected during the covid-19 pandemic to screen for mental illnesses.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing DepreST-CAT: Retrospective smartphone call and text logs collected during the covid-19 pandemic to screen for mental illnesses

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:20.212049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.340782Z digest=sha256:b745e2ba175c4c1f0486939c78de57f57901fe4e094e85c39fda6e403753810f

Observation 1241a45a-a2db-4b8e-a7aa-7b2977fa1606 · outbound

This paper cites Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Language Models Don’t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:19.960908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.443204Z digest=sha256:228af32b473a4c69420bd9b9bc3e52eb36d2b700baf77b01bc9eae3830b93fa0

Observation c9cc82af-a3fd-4f9f-809c-3100e8fae184 · outbound

This paper cites Design factors of longitudinal smartphone-based health surveys.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Design factors of longitudinal smartphone-based health surveys

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:19.738997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.550770Z digest=sha256:d6d3e3b25572b97bec5ed97b1d225d071e0c10cf553a3e001137b637f7ca8b33

Observation 6f864600-1fd7-4f61-a45d-1e982b9ebb17 · outbound

This paper cites StudentLife: Assessing mental health, academic performance and behavioral trends of college students using smartphones.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing StudentLife: Assessing mental health, academic performance and behavioral trends of college students using smartphones

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:19.493694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.685485Z digest=sha256:25b6937248e18beda04f8a0241c34e2134be4a230017247b314ba1deb1ced818

Observation 29ad4dea-e4e3-452c-8093-60c1d02dff43 · outbound

This paper cites Towards Natural Language-Based Visualization Authoring.

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing Towards Natural Language-Based Visualization Authoring

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:29:19.275197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:29:12.801482Z digest=sha256:2c3abd87bf756856605a6850f1023d5c7ce83740b225ae24bac4db576da07923

Pith citing papers

No inbound Pith citation observations are available.