Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T13:27:26.085490Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T13:27:26.085490Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T10:05:16.604629Z
A source-named dated measurement, never combined with another source.
Source: cited_works
22 of 22 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5b21ddf4-6289-4e84-810d-f0f24dcb16b7 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6728c0d9-6bc8-4166-b685-b2bfa2efc0b7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3826cd2d-e7d0-4a76-a9d9-54dcf6ecb4c9 · outbound
Towards a General Intelligence and Interface for Wearable Health Data **Instructional Guidelines**
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79fc655a-a80f-4daa-b44c-03046c439139 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 265c81a1-4ccf-4dc1-a806-532def5856f8 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33711c37-ffb9-491f-b3a3-706762816574 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38f53810-884d-411c-8347-f9a0b14bede2 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Model: Random Forest (depth=5, n=100)
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e94e35f-aeee-4dfa-9a2b-d44e9d169d4e · outbound
Towards a General Intelligence and Interface for Wearable Health Data Do not include introductory filler
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dd87eb3-b991-4ba4-b6c1-4399e5dd810a · outbound
Towards a General Intelligence and Interface for Wearable Health Data Do not do more
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fc92e6e-f377-4a96-a502-4e04a86f0823 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8db0648b-acce-401c-94fa-bf7ccaed86d6 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c32d9a0-dc7c-4231-bde9-efa9b992dac3 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ccf01a9-881a-4d65-a889-8ec7ad167bb4 · outbound
Towards a General Intelligence and Interface for Wearable Health Data The model flags a potential trend to monitor
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c5a3792-7e32-43bd-a39d-41ff998b036d · outbound
Towards a General Intelligence and Interface for Wearable Health Data How can I improve my health?
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b5f0a0b-b093-4f53-99ea-18547ed0e01c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cbd57f9-39ab-4d3f-80cb-15063013d3db · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe4aad56-3250-4a7e-904d-d42d699eb2dc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98fad310-5b25-4850-af66-233e9e8ec05f · outbound
Towards a General Intelligence and Interface for Wearable Health Data Are you a smoker? □Yes □No
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 108ad865-a97a-406c-bb99-217db1d06dd9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36cf5c7a-6937-457e-9228-f0f6059d016d · outbound
Towards a General Intelligence and Interface for Wearable Health Data Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a1201e0-280a-47a7-b1c8-318da33cae52 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Do you take any of the following medications? Select all that apply
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d9b93b5-95d5-42de-b67b-6f8eb6a008e7 · outbound
Towards a General Intelligence and Interface for Wearable Health Data Head” Development To search the space of task-specific prediction
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b30d93f6-e1d9-42e2-9377-8c045e698bd6 · inbound
Kepler-Encoder-v0.1: Towards a Multimodal Embedding Model for Robots Towards a General Intelligence and Interface for Wearable Health Data
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16516687-83cf-4b00-9c37-9500f9d4c5aa · inbound
OpenMHC: Accelerating the Science of Wearable Foundation Models Towards a General Intelligence and Interface for Wearable Health Data
Reference 126
Source-reported events for the cited work
Unavailable: canonical work link unavailable.