Paper Citation Record · LEDGER

Extending Stress Detection Reproducibility to Consumer Wearable Sensors

As of 21 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 2 inbound Pith citation observations for arXiv:2505.05694.

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

pith.paper-citation-record.v1
2505.05694 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:02:48.693343Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:18:25.076819Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T06:05:59.025329Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy33
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d26c5dd-6cc4-4d33-b983-03f83b55e7cf · outbound

This paper cites Fluctuations in behavior and affect in college students measured using deep phenotyping,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Fluctuations in behavior and affect in college students measured using deep phenotyping,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.225004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5239772a-6fc9-4846-beb1-8c7a57eea7ae · outbound

This paper cites Stress detection in daily life scenarios using smart phones and wearable sensors: A survey,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Stress detection in daily life scenarios using smart phones and wearable sensors: A survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.211141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a60b710-be6c-45df-8fea-a13e82d371f2 · outbound

This paper cites Generalizable machine learning for stress monitoring from wearable devices: a systematic literature review,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Generalizable machine learning for stress monitoring from wearable devices: a systematic literature review,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.196309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d4dad85e-f422-4900-bfca-176fae57b4e2 · outbound

This paper cites Continuous detection of physiological stress with commodity hardware,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Continuous detection of physiological stress with commodity hardware,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.180925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93feaa91-4591-4f92-8089-a2fb4942f32c · outbound

This paper cites Micro-stress ema: A passive sensing framework for detecting in-the-wild stress in pregnant mothers,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Micro-stress ema: A passive sensing framework for detecting in-the-wild stress in pregnant mothers,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.166059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29ae805a-8405-4157-9a8a-35c16d371668 · outbound

This paper cites Ustress: Understanding college student subjective stress using wrist-based passive sensing,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Ustress: Understanding college student subjective stress using wrist-based passive sensing,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.150349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 419646fe-1d3e-408c-90e0-e9fcdc167cbc · outbound

This paper cites Monitoring stress with a wrist device using context,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Monitoring stress with a wrist device using context,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.135320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e1e199f-a33b-494d-b4fd-9da730f98c61 · outbound

This paper cites cstress: towards a gold standard for continuous stress assessment in the mobile environment,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors cstress: towards a gold standard for continuous stress assessment in the mobile environment,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.119737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65a53e82-33b8-4289-b473-b086aa5b99b5 · outbound

This paper cites Finding significant stress episodes in a discontinuous time series of rapidly varying mobile sensor data,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Finding significant stress episodes in a discontinuous time series of rapidly varying mobile sensor data,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.104054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb657dd1-e469-4e58-a449-635e37a4c682 · outbound

This paper cites Temporal factors of listening to music on stress reduction,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Temporal factors of listening to music on stress reduction,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.088138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5c342b7-c80a-4d1c-9324-8e0fd3b1a689 · outbound

This paper cites Continuous inference of psychological stress from sensory measurements collected in the natural environment,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Continuous inference of psychological stress from sensory measurements collected in the natural environment,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.072536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8898f7a2-6d5c-4b06-8f27-779a8b7eaff2 · outbound

This paper cites Stresssense: Detecting stress in unconstrained acoustic environments using smartphones,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Stresssense: Detecting stress in unconstrained acoustic environments using smartphones,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.057920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d929d4cb-c385-41c7-a096-26eb2709472b · outbound

This paper cites Stress detection via keyboard typing behaviors by using smartphone sensors and machine learning techniques,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Stress detection via keyboard typing behaviors by using smartphone sensors and machine learning techniques,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.043041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5be58820-4732-4c1f-8da8-21f5797eba12 · outbound

This paper cites Automatic stress detec- tion in working environments from smartphones’ accelerometer data: a first step,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Automatic stress detec- tion in working environments from smartphones’ accelerometer data: a first step,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.026419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd23b344-630a-43fd-a8e0-c77793dfa678 · outbound

This paper cites Pervasive stress recognition for sustainable living,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Pervasive stress recognition for sustainable living,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:49.011796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 515d0139-efee-4c0a-ad99-35bec5c62b51 · outbound

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

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Stress recognition using wearable sensors and mobile phones,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.996267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a7374d72-1988-40d1-8a84-8298cb1b9991 · outbound

This paper cites Studentlife: assessing mental health, academic performance and behavioral trends of college stu- dents using smartphones,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Studentlife: assessing mental health, academic performance and behavioral trends of college stu- dents using smartphones,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.980938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e03bd1dd-7649-426b-a30f-996b26cef518 · outbound

This paper cites Development and evaluation of an ambulatory stress monitor based on wearable sensors,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Development and evaluation of an ambulatory stress monitor based on wearable sensors,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.965940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9563d707-037a-4c98-9623-fbdd975cb014 · outbound

This paper cites cvxeda: A convex optimization approach to electrodermal activity processing,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors cvxeda: A convex optimization approach to electrodermal activity processing,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:02:48.627183Z

Source-reported events for the cited work

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Observation 156fa6d8-dec9-4461-bdf8-6d57881e41a8 · outbound

This paper cites Activity-aware mental stress detection using physiological sensors,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Activity-aware mental stress detection using physiological sensors,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.940009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99971a2b-fc09-4655-9a97-0dfdfce30d46 · outbound

This paper cites Wearable devices for continuous monitoring of biosignals: Challenges and opportunities,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Wearable devices for continuous monitoring of biosignals: Challenges and opportunities,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.925541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08a6335a-53e6-4d3c-a673-b83babe7d9a3 · outbound

This paper cites Monitoring the impact of stress on the sleep patterns of pilgrims using wearable sensors,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Monitoring the impact of stress on the sleep patterns of pilgrims using wearable sensors,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.910476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0c7dc3a-a6f7-4b08-b465-7c7532e306a4 · outbound

This paper cites Empatica e3—a wearable wireless multi-sensor device for real- time computerized biofeedback and data acquisition,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Empatica e3—a wearable wireless multi-sensor device for real- time computerized biofeedback and data acquisition,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.895842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a412367-7c51-4c37-a187-4f711123e2f9 · outbound

This paper cites Empatica E4,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Empatica E4,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.880616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8c280d7-b773-44eb-a999-b2d24c042dd0 · outbound

This paper cites Garmin Vivosmart 4,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Garmin Vivosmart 4,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.866581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e8ad21c7-a030-4b14-908a-7a08e476ffb3 · outbound

This paper cites Polar: Heart Rate Monitors, Sports Watches & Fitness Trackers,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Polar: Heart Rate Monitors, Sports Watches & Fitness Trackers,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.852898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c598490a-8e4d-490e-bba4-18fbf8d8f6a0 · outbound

This paper cites Garmin HRM Dual,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Garmin HRM Dual,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.839033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc0cd0ff-694b-4f69-bc88-91f393b21453 · outbound

This paper cites Wearable flexible electronics based cardiac electrode for researcher mental stress detection system using machine learning models on single lead electrocardiogram signal,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Wearable flexible electronics based cardiac electrode for researcher mental stress detection system using machine learning models on single lead electrocardiogram signal,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.825565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b833ec30-e8c7-4a71-b9ae-460140165fb5 · outbound

This paper cites Development of a real-time stress detection system for older adults with heart rate data,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Development of a real-time stress detection system for older adults with heart rate data,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.809848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea92b428-22cb-45b5-ab89-3591137f7267 · outbound

This paper cites Automated detection of stressful conversations using wearable physiological and inertial sensors,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Automated detection of stressful conversations using wearable physiological and inertial sensors,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.792319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 133c60e9-1791-4d46-8f46-baf825420ab6 · outbound

This paper cites Evaluating the reproducibility of physiological stress detec- tion models,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Evaluating the reproducibility of physiological stress detec- tion models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.777034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d62daaa-29b6-4930-86a3-aa00671364fb · outbound

This paper cites Review of validity and reliability of garmin activity trackers,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Review of validity and reliability of garmin activity trackers,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.761970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a26f6cd6-5f5e-46f4-86d6-ca14b3c7b72b · outbound

This paper cites The case for a commodity hardware solution for stress detection,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors The case for a commodity hardware solution for stress detection,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.746559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 303f7cd0-6f24-41fd-965e-0de74347406d · outbound

This paper cites Data quality evaluation in wearable monitoring,.

Extending Stress Detection Reproducibility to Consumer Wearable Sensors Data quality evaluation in wearable monitoring,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:02:48.730249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation b9b9e181-0dac-40d9-a8c5-a03260cba231 · inbound

Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data cites this paper.

Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data Extending Stress Detection Reproducibility to Consumer Wearable Sensors

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:25.076819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c21f9dd0-801a-4663-8552-fa0f30576842 · inbound

Stress Estimation in Elderly Oncology Patients Using Visual Wearable Representations and Multi-Instance Learning cites this paper.

Stress Estimation in Elderly Oncology Patients Using Visual Wearable Representations and Multi-Instance Learning Extending Stress Detection Reproducibility to Consumer Wearable Sensors

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:05:59.028181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.