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Record W3010144688 · doi:10.1161/circ.141.suppl_1.p480

Abstract P480: The Distinct Role of Occupational Therapy in Addressing the Self-care Management Needs of Patients With Heart Failure

2020· article· en· W3010144688 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCirculation · 2020
Typearticle
Languageen
FieldHealth Professions
TopicNursing care and research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineExacerbationTelehealthHeart failureOccupational therapyAmbulatory careSelf-managementHealth careSelf carePhysical therapyMedical emergencyEmergency medicineTelemedicineInternal medicine

Abstract

fetched live from OpenAlex

Introduction: Hospitalizations for heart failure (HF) are the highest single Medicare expenditure. This cost primarily results from readmissions linked to failed self-care. Evidence suggests that effective self-care routines are equivalent to medication in preventing HF exacerbation and hospitalization. Occupational therapists (OT) are well suited to address HF self-care needs by facilitating self-efficacy and adapting patients’ routines, roles and habits. A recent study determined that OT is the only hospital spending category associated with lower HF readmission rates. Hypothesis: Occupational therapy has a significant role in addressing the self-care management needs of patients with HF throughout the continuum of care. Methods: The OT department launched a HF self-care management program as part of process improvement initiatives at an AHA-recognized teaching hospital. An assessment battery was developed which included the following: The Self-Care of Heart Failure Index (SCHFI) v.6.2, Minnesota Living With Heart Failure Questionnaire, Patient Health Questionnaire-9, and the Montreal Cognitive Assessment. Administration of the OT HF assessment battery to a pilot group of 12 inpatients revealed factors that affect patient adoption and adherence to beneficial self-care management routines. Based on assessment battery data, an outpatient OT program was established. Eleven outpatients were enrolled and completed 3-6 hours of OT treatment. The SCHFI was administered at program evaluation and completion to measure self-care maintenance and confidence. To expand service access, a telehealth self-care program was introduced and a single patient case study was assessed to determine the feasibility and effectiveness of the virtual format. Results: Assessment battery data enabled the development of outpatient treatment modules focusing on symptom monitoring, medication management, low sodium diet, activity tolerance and psychosocial strategies. All outpatients who completed the modules demonstrated improved self-care maintenance (ranging from 16-53 points) and half demonstrated improved self-care confidence (ranging from 6-39 points). The patient assessed after completing the telehealth program demonstrated improved self-care maintenance (70 points) and self-care confidence (28 points). Conclusions: In conclusion, OT has a significant role in addressing the self-care management needs of patients with HF throughout the continuum of care. The utilization of a standardized OT HF assessment battery is effective in determining the needs of this population and for guiding the implementation of targeted individualized treatment. Outpatient and telehealth delivery of OT programming is effective in improving self-care for people with HF.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.205

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.090
GPT teacher head0.407
Teacher spread0.317 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it