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Paper Citation Record · LEDGER

Towards a General Intelligence and Interface for Wearable Health Data

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 2 inbound Pith citation observations for arXiv:2605.22759.

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

pith.paper-citation-record.v1
2605.22759 v3

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:27:26.085490Z

measured 24 of 24 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:05:16.604629Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b21ddf4-6289-4e84-810d-f0f24dcb16b7 · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.973936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.973936Z digest=sha256:0b3318ca1713cddcde49a79f0e3f0d0e62920ca4c94d04608932387370b8a966

Observation 6728c0d9-6bc8-4166-b685-b2bfa2efc0b7 · outbound

This paper cites ### Task Implement a Python function`fit_and_predict`that takes training features (X_train), training labels (y_train), and validation features (X_val).

Towards a General Intelligence and Interface for Wearable Health Data ### Task Implement a Python function`fit_and_predict`that takes training features (X_train), training labels (y_train), and validation features (X_val)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.979510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.979510Z digest=sha256:0162d7b11b3d3e627907a3ba5a3e2177f313240b19f2dc126823849662fc063c

Observation 3826cd2d-e7d0-4a76-a9d9-54dcf6ecb4c9 · outbound

This paper cites **Instructional Guidelines**.

Towards a General Intelligence and Interface for Wearable Health Data **Instructional Guidelines**

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.018489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.018489Z digest=sha256:fb453700426a9bcc4c00baa0f8dd437f55a04f7db4492f42b6d4fa219fc57207

Observation 79fc655a-a80f-4daa-b44c-03046c439139 · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.984538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.984538Z digest=sha256:c79fffd83b3ce44fb4bef3ed99898c8a750187361898ed2ca0ef2408e020bd5b

Observation 265c81a1-4ccf-4dc1-a806-532def5856f8 · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.989370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.989370Z digest=sha256:f294d79b7c63c6829b8a747b09715def6e1ddb76ff059afb788fac0d33162f78

Observation 33711c37-ffb9-491f-b3a3-706762816574 · outbound

This paper cites This DataFrame should have the same index as`X_val`and contain a single column named'predictions'.

Towards a General Intelligence and Interface for Wearable Health Data This DataFrame should have the same index as`X_val`and contain a single column named'predictions'

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.995500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.995500Z digest=sha256:3c13671f17c3878d73a94776688baa58f769a2e8d8e43e8059ac9e4e0b95d924

Observation 38f53810-884d-411c-8347-f9a0b14bede2 · outbound

This paper cites Model: Random Forest (depth=5, n=100).

Towards a General Intelligence and Interface for Wearable Health Data Model: Random Forest (depth=5, n=100)

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.000728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.000728Z digest=sha256:b7d221abef25c1453b87cedc56211229f1a4d1dfddb403cd8da35916362077d7

Observation 2e94e35f-aeee-4dfa-9a2b-d44e9d169d4e · outbound

This paper cites Do not include introductory filler.

Towards a General Intelligence and Interface for Wearable Health Data Do not include introductory filler

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.007767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.007767Z digest=sha256:35a247effba3e6b46eaa3d194675efde20ee45d37ce177cede3378948dd88cca

Observation 3dd87eb3-b991-4ba4-b6c1-4399e5dd810a · outbound

This paper cites Do not do more.

Towards a General Intelligence and Interface for Wearable Health Data Do not do more

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.013519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.013519Z digest=sha256:f0faa6cdb19c661760616322537ee6eb5817c3fbb591e19f34297ce0ab77685d

Observation 6fc92e6e-f377-4a96-a502-4e04a86f0823 · outbound

This paper cites Do not list out unrelated metrics (e.g., do not mention sleep or HRV if the query is strictly about blood sugar).

Towards a General Intelligence and Interface for Wearable Health Data Do not list out unrelated metrics (e.g., do not mention sleep or HRV if the query is strictly about blood sugar)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.024432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.024432Z digest=sha256:10685910bbf7746e4956519f497608c29f1272be2cab49b9248abb2ef720ddd3

Observation 8db0648b-acce-401c-94fa-bf7ccaed86d6 · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.029680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.029680Z digest=sha256:9bd041d18abd1de79c6fb1ac3e54b4bcbf3a21a566935edf12315836909d98b7

Observation 7c32d9a0-dc7c-4231-bde9-efa9b992dac3 · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.035388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.035388Z digest=sha256:335076e4aafce853d26c66c9517e4dce027ca14f8fd580df27be8955b90126ab

Observation 2ccf01a9-881a-4d65-a889-8ec7ad167bb4 · outbound

This paper cites The model flags a potential trend to monitor.

Towards a General Intelligence and Interface for Wearable Health Data The model flags a potential trend to monitor

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.044479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.044479Z digest=sha256:79bb0faaf1da9163ed4e8eba25266004f15e8fa903c39d345ca7d428d8569a7d

Observation 4c5a3792-7e32-43bd-a39d-41ff998b036d · outbound

This paper cites How can I improve my health?.

Towards a General Intelligence and Interface for Wearable Health Data How can I improve my health?

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.050050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.050050Z digest=sha256:a35378891d7d79f1558f95814f14c3509dc6d2c15681e183977c3b2e5986248e

Observation 0b5f0a0b-b093-4f53-99ea-18547ed0e01c · outbound

This paper cites What is your current employment status? □Full-time □Part-time □Contract / Temporary □Unemployed □Unable to work □Choose not to answer.

Towards a General Intelligence and Interface for Wearable Health Data What is your current employment status? □Full-time □Part-time □Contract / Temporary □Unemployed □Unable to work □Choose not to answer

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.055857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.055857Z digest=sha256:3e58dd8961e88f7ba8c809834688906f37036d31c8f9922ba041adb2dc2458cc

Observation 8cbd57f9-39ab-4d3f-80cb-15063013d3db · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.061713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.061713Z digest=sha256:f7031ec743c6021e6818c04868b91560fe0807bfc984a857edb91d0d0683c1ec

Observation fe4aad56-3250-4a7e-904d-d42d699eb2dc · outbound

This paper cites Does your disability affect how you work? □Yes □No □Prefer not to answer.

Towards a General Intelligence and Interface for Wearable Health Data Does your disability affect how you work? □Yes □No □Prefer not to answer

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.066724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.066724Z digest=sha256:34d1eba68f6f15bbf664c47a152eb44071d6145e32f2c8cfd181f723ce85aee5

Observation 98fad310-5b25-4850-af66-233e9e8ec05f · outbound

This paper cites Are you a smoker? □Yes □No.

Towards a General Intelligence and Interface for Wearable Health Data Are you a smoker? □Yes □No

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.071395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.071395Z digest=sha256:1147c9ce15e641a8e30f5a7c791125e05c3a5a5514a75ce823e3141d9ae90bbb

Observation 108ad865-a97a-406c-bb99-217db1d06dd9 · outbound

This paper cites Have you been diagnosed with any of the following? Select all that apply.

Towards a General Intelligence and Interface for Wearable Health Data Have you been diagnosed with any of the following? Select all that apply

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.076017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.076017Z digest=sha256:f1024dd4352e3c3c134d7a92b71fd2b51536884e510ae49947b0b50807d3c7db

Observation 36cf5c7a-6937-457e-9228-f0f6059d016d · outbound

This paper cites an unresolved cited work.

Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.080533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.080533Z digest=sha256:3f0edb9dfb7d7265466a347b515cae641980503376288b3200bc8913cc7f8b58

Observation 2a1201e0-280a-47a7-b1c8-318da33cae52 · outbound

This paper cites Do you take any of the following medications? Select all that apply.

Towards a General Intelligence and Interface for Wearable Health Data Do you take any of the following medications? Select all that apply

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:26.085490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:26.085490Z digest=sha256:9392234e2da69a0801d48ee1090434eb3647411442d27d76bab75a1f0c9a37ed

Observation 1d9b93b5-95d5-42de-b67b-6f8eb6a008e7 · outbound

This paper cites Head” Development To search the space of task-specific prediction.

Towards a General Intelligence and Interface for Wearable Health Data Head” Development To search the space of task-specific prediction

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-02T13:27:25.965307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:27:25.965307Z digest=sha256:dfaa3556a3e253ee10e3a907013467d26cc3333ef035725df560fa75d3c91864

Pith citing papers

Observation b30d93f6-e1d9-42e2-9377-8c045e698bd6 · inbound

Kepler-Encoder-v0.1: Towards a Multimodal Embedding Model for Robots cites this paper.

Kepler-Encoder-v0.1: Towards a Multimodal Embedding Model for Robots Towards a General Intelligence and Interface for Wearable Health Data

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T05:01:25.189399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:01:25.189399Z digest=sha256:1329cf2ebbbf4c59c757ac071284a8e4ad9d687f8e836e7b9e07627aed037c48

Observation 16516687-83cf-4b00-9c37-9500f9d4c5aa · inbound

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

OpenMHC: Accelerating the Science of Wearable Foundation Models Towards a General Intelligence and Interface for Wearable Health Data

Reference 126

Resolution
unresolved
no resolver link, observed 2026-08-02T10:05:16.604629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T10:05:16.604629Z digest=sha256:c907fcb09d185b007fbf60c2c1adbc3e061a02535328561e59dd28337af9c912